@Preamble{
"\ifx \undefined \booktitle \def \booktitle#1{{{\em #1}}} \fi" #
"\ifx \undefined \cyr \let \cyr = \relax \fi"
}
@String{ack-nhfb = "Nelson H. F. Beebe,
University of Utah,
Department of Mathematics, 110 LCB,
155 S 1400 E RM 233,
Salt Lake City, UT 84112-0090, USA,
Tel: +1 801 581 5254,
FAX: +1 801 581 4148,
e-mail: \path|beebe@math.utah.edu|,
\path|beebe@acm.org|,
\path|beebe@computer.org| (Internet),
URL: \path|http://www.math.utah.edu/~beebe/|"}
@String{j-SIAM-ASA-J-UNCERTAIN-QUANTIF = "SIAM\slash ASA Journal on
Uncertainty Quantification"}
@Article{Berger:2013:ME,
author = "James Berger and Donald Estep and Max Gunzburger",
title = "Message from the {Editors}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "1--1",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130973363",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Higham:2013:MET,
author = "Desmond J. Higham and Xuerong Mao and Mikolaj Roj and
Qingshuo Song and George Yin",
title = "Mean Exit Times and the Multilevel {Monte Carlo}
Method",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "2--18",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120883803",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Owen:2013:VCG,
author = "Art B. Owen",
title = "Variance Components and Generalized {Sobol'} Indices",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "19--41",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120876782",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Stein:2013:FNH,
author = "Jerome L. Stein and Seth Stein",
title = "Formulating Natural Hazard Policies under
Uncertainty",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "42--56",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120891149",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Picheny:2013:NST,
author = "Victor Picheny and David Ginsbourger",
title = "A Nonstationary Space-Time {Gaussian} Process Model
for Partially Converged Simulations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "57--78",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120882834",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Haasdonk:2013:RBM,
author = "Bernard Haasdonk and Karsten Urban and Bernhard
Wieland",
title = "Reduced Basis Methods for Parameterized Partial
Differential Equations with Stochastic Influences Using
the {Karhunen--Lo{\`e}ve} Expansion",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "79--105",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120876745",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Singh:2013:PME,
author = "K. Singh and A. Sandu and M. Jardak and K. W. Bowman
and M. Lee",
title = "A Practical Method to Estimate Information Content in
the Context of {$4$D}-Var Data Assimilation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "106--138",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120884523",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Bender:2013:PEB,
author = "Christian Bender and Jessica Steiner",
title = "A Posteriori Estimates for Backward {SDEs}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "139--163",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120878689",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Butler:2013:PUU,
author = "T. Butler and C. Dawson and T. Wildey",
title = "Propagation of Uncertainties Using Improved Surrogate
Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "164--191",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120888399",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Elman:2013:RBC,
author = "Howard C. Elman and Qifeng Liao",
title = "Reduced Basis Collocation Methods for Partial
Differential Equations with Random Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "192--217",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120881841",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Arnst:2013:HSS,
author = "M. Arnst and C. Soize and R. Ghanem",
title = "Hybrid Sampling\slash Spectral Method for Solving
Stochastic Coupled Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "218--243",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120894403",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{LeGratiet:2013:BAH,
author = "Loic {Le Gratiet}",
title = "{Bayesian} Analysis of Hierarchical Multifidelity
Codes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "244--269",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120884122",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{DElia:2013:CGS,
author = "Marta D'Elia and Max Gunzburger",
title = "Coarse-Grid Sampling Interpolatory Methods for
Approximating {Gaussian} Random Fields",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "270--296",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120883311",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Hessling:2013:DSP,
author = "Jan Peter Hessling",
title = "Deterministic Sampling for Propagating Model
Covariance",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "297--318",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120899133",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Jarman:2013:CCS,
author = "K. D. Jarman and A. M. Tartakovsky",
title = "A Comparison of Closures for Stochastic
Advection-Diffusion Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "319--347",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120897419",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
note = "See erratum \cite{Jarman:2015:ECC}.",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Kenz:2013:CFB,
author = "Zackary R. Kenz and H. T. Banks and Ralph C. Smith",
title = "Comparison of Frequentist and {Bayesian} Confidence
Analysis Methods on a Viscoelastic Stenosis Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "348--369",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130917867",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Minunno:2013:SPB,
author = "F. Minunno and M. van Oijen and D. R. Cameron and J.
S. Pereira",
title = "Selecting Parameters for {Bayesian} Calibration of a
Process-Based Model: a Methodology Based on Canonical
Correlation Analysis",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "370--385",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120891344",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Jin:2013:OIS,
author = "Qinian Jin and Peter Math{\'e}",
title = "Oracle Inequality for a Statistical
{Raus--Gfrerer}-Type Rule",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "386--407",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120889149",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Pulch:2013:SGM,
author = "Roland Pulch",
title = "Stochastic {Galerkin} Methods for Analyzing Equilibria
of Random Dynamical Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "408--430",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130923543",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Batou:2013:CLM,
author = "A. Batou and C. Soize",
title = "Calculation of {Lagrange} Multipliers in the
Construction of Maximum Entropy Distributions in High
Stochastic Dimension",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "431--451",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120901386",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Cheng:2013:DDS,
author = "Mulin Cheng and Thomas Y. Hou and Mike Yan and Zhiwen
Zhang",
title = "A Data-Driven Stochastic Method for Elliptic {PDEs}
with Random Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "452--493",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130913249",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Murray:2013:DSS,
author = "Lawrence M. Murray and Emlyn M. Jones and John
Parslow",
title = "On Disturbance State-Space Models and the Particle
Marginal {Metropolis--Hastings} Sampler",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "494--521",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130915376",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Thorarinsdottir:2013:UPD,
author = "Thordis L. Thorarinsdottir and Tilmann Gneiting and
Nadine Gissibl",
title = "Using Proper Divergence Functions to Evaluate Climate
Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "522--534",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130907550",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Heaton:2013:MUC,
author = "Matthew J. Heaton and Tamara A. Greasby and Stephan R.
Sain",
title = "Modeling Uncertainty in Climate Using Ensembles of
Regional and Global Climate Models and Multiple
Observation-Based Data Sets",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "1",
number = "1",
pages = "535--559",
month = "????",
year = "2013",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/12088505X",
ISSN = "2166-2525",
bibdate = "Sun Mar 30 10:42:01 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2013",
}
@Article{Williamson:2014:EBE,
author = "Daniel Williamson and Adam T. Blaker",
title = "Evolving {Bayesian} Emulators for Structured Chaotic
Time Series, with Application to Large Climate Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "1--28",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120900915",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Kohler:2014:CPA,
author = "Dominic Kohler and Johannes M{\"u}ller and Utz
Wever",
title = "Cellular Probabilistic Automata --- A Novel Method for
Uncertainty Propagation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "29--54",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120897183",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Kouri:2014:MSC,
author = "D. P. Kouri",
title = "A Multilevel Stochastic Collocation Algorithm for
Optimization of {PDEs} with Uncertain Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "55--81",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130915960",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Labovsky:2014:EAM,
author = "A. Labovsky and Max Gunzburger",
title = "An Efficient and Accurate Method for the
Identification of the Most Influential Random
Parameters Appearing in the Input Data for {PDEs}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "82--105",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120883785",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Strong:2014:WMG,
author = "Mark Strong and Jeremy E. Oakley",
title = "When Is a Model Good Enough? {Deriving} the Expected
Value of Model Improvement via Specifying Internal
Model Discrepancies",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "106--125",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120889563",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Spiller:2014:AEC,
author = "Elaine T. Spiller and M. J. Bayarri and James O.
Berger and Eliza S. Calder and Abani K. Patra and
E. Bruce Pitman and Robert L. Wolpert",
title = "Automating Emulator Construction for Geophysical
Hazard Maps",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "126--152",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120899285",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Schick:2014:NGM,
author = "M. Schick and V. Heuveline and O. P. {Le
Ma{\^\i}tre}",
title = "A {Newton--Galerkin} Method for Fluid Flow Exhibiting
Uncertain Periodic Dynamics",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "153--173",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130908919",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Butler:2014:MTC,
author = "T. Butler and D. Estep and S. Tavener and C. Dawson
and J. J. Westerink",
title = "A Measure-Theoretic Computational Method for Inverse
Sensitivity Problems {III}: Multiple Quantities of
Interest",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "174--202",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130930406",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Bui-Thanh:2014:AID,
author = "Tan Bui-Thanh and Omar Ghattas",
title = "An Analysis of Infinite Dimensional {Bayesian} Inverse
Shape Acoustic Scattering and Its Numerical
Approximation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "203--222",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120894877",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Bonizzoni:2014:PAD,
author = "Francesca Bonizzoni and Fabio Nobile",
title = "Perturbation Analysis for the {Darcy} Problem with
Log-Normal Permeability",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "223--244",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130949415",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Owen:2014:SIS,
author = "Art B. Owen",
title = "{Sobol'} Indices and {Shapley} Value",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "245--251",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130936233",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Grigoriu:2014:RSR,
author = "M. Grigoriu",
title = "Response Statistics for Random Heterogeneous
Microstructures",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "252--275",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130921490",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Horwood:2014:GMD,
author = "Joshua T. Horwood and Aubrey B. Poore",
title = "{Gauss von Mises} Distribution for Improved
Uncertainty Realism in Space Situational Awareness",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "276--304",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130917296",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Azzimonti:2014:MFE,
author = "Laura Azzimonti and Fabio Nobile and Laura M. Sangalli
and Piercesare Secchi",
title = "Mixed Finite Elements for Spatial Regression with
{PDE} Penalization",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "305--335",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130925426",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{LeGratiet:2014:BAG,
author = "Loic {Le Gratiet} and Claire Cannamela and Bertrand
Iooss",
title = "A {Bayesian} Approach for Global Sensitivity Analysis
of (Multifidelity) Computer Codes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "336--363",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130926869",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Chen:2014:WRB,
author = "Peng Chen and Alfio Quarteroni",
title = "Weighted Reduced Basis Method for Stochastic Optimal
Control Problems with Elliptic {PDE} Constraint",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "364--396",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130940517",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Mohan:2014:VMA,
author = "J. Jagalur Mohan and O. Sahni and A. Doostan and A. A.
Oberai",
title = "Variational Multiscale Analysis: The Fine-Scale
{Green}'s Function for Stochastic Partial Differential
Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "397--422",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130940359",
ISSN = "2166-2525",
bibdate = "Thu Sep 4 08:20:08 MDT 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Tang:2014:SGQ,
author = "Gary Tang and Gianluca Iaccarino",
title = "Subsampled {Gauss} Quadrature Nodes for Estimating
Polynomial Chaos Expansions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "423--443",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130913511",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Zhu:2014:CAS,
author = "Xueyu Zhu and Akil Narayan and Dongbin Xiu",
title = "Computational Aspects of Stochastic Collocation with
Multifidelity Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "444--463",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130949154",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Kantas:2014:SMC,
author = "Nikolas Kantas and Alexandros Beskos and Ajay Jasra",
title = "Sequential {Monte Carlo} Methods for High-Dimensional
Inverse Problems: a Case Study for the {Navier--Stokes}
Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "464--489",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130930364",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Ginsbourger:2014:BAR,
author = "David Ginsbourger and Jean Baccou and Cl{\'e}ment
Chevalier and Fr{\'e}d{\'e}ric Perales and Nicolas
Garland and Yann Monerie",
title = "{Bayesian} Adaptive Reconstruction of Profile Optima
and Optimizers",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "490--510",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130949555",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Agapiou:2014:AGS,
author = "Sergios Agapiou and Johnathan M. Bardsley and Omiros
Papaspiliopoulos and Andrew M. Stuart",
title = "Analysis of the {Gibbs} Sampler for Hierarchical
Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "511--544",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130944229",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Kleiber:2014:MCD,
author = "William Kleiber and Stephan R. Sain and Michael J.
Wiltberger",
title = "Model Calibration via Deformation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "545--563",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130935367",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Gramacy:2014:MPA,
author = "Robert B. Gramacy and Jarad Niemi and Robin M.
Weiss",
title = "Massively Parallel Approximate {Gaussian} Process
Regression",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "564--584",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130941912",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Pampell:2014:PDT,
author = "A. Pampell and A. B. Aceves and G. Srinivasan",
title = "Predicting Dynamic Trends of the {Atlantic} Meridional
Overturning Circulation for Transient and Stochastic
Forcing Effects",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "585--606",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130930819",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{OMalley:2014:CPN,
author = "D. O'Malley and V. V. Vesselinov",
title = "A Combined Probabilistic\ldots{} Nonprobabilistic
Decision Analysis for Contaminant Remediation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "607--621",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140965132",
ISSN = "2166-2525",
bibdate = "Fri Nov 7 18:08:27 MST 2014",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Gordon:2014:PFD,
author = "Andrew Gordon and Catherine E. Powell",
title = "A Preconditioner for Fictitious Domain Formulations of
Elliptic {PDEs} on Uncertain Parameterized Domains",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "622--646",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130924202",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Chen:2014:MAP,
author = "Nan Chen and Dimitrios Giannakis and Radu Herbei and
Andrew J. Majda",
title = "An {MCMC} Algorithm for Parameter Estimation in
Signals with Hidden Intermittent Instability",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "647--669",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130944977",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Rahman:2014:GAD,
author = "Sharif Rahman",
title = "A Generalized {ANOVA} Dimensional Decomposition for
Dependent Probability Measures",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "670--697",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120904378",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Xu:2014:RES,
author = "Gongjun Xu and Guang Lin and Jingchen Liu",
title = "Rare-Event Simulation for the Stochastic {Korteweg--de
Vries} Equation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "698--716",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130944473",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Hessling:2014:ICM,
author = "Jan Peter Hessling",
title = "Identification of Complex Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "717--744",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130934477",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Perrin:2014:PEO,
author = "G. Perrin and C. Soize and D. Duhamel and C.
Funfschilling",
title = "A Posteriori Error and Optimal Reduced Basis for
Stochastic Processes Defined by a Finite Set of
Realizations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "745--762",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130905095",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Gratton:2014:SCM,
author = "Serge Gratton and David Titley-Peloquin",
title = "Stochastic Conditioning of Matrix Functions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "763--783",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140973827",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Bao:2014:HSG,
author = "Feng Bao and Yanzhao Cao and Clayton Webster and
Guannan Zhang",
title = "A Hybrid Sparse-Grid Approach for Nonlinear Filtering
Problems Based on Adaptive-Domain of the {Zakai}
Equation Approximations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "784--804",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140952910",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Gauthier:2014:SAI,
author = "Bertrand Gauthier and Luc Pronzato",
title = "Spectral Approximation of the {IMSE} Criterion for
Optimal Designs in Kernel-Based Interpolation Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "805--825",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130928534",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Elfverson:2014:UQA,
author = "Daniel Elfverson and Donald J. Estep and Fredrik
Hellman and Axel M{\aa}lqvist",
title = "Uncertainty Quantification for Approximate
$p$-Quantiles for Physical Models with Stochastic
Inputs",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "2",
number = "1",
pages = "826--850",
month = "????",
year = "2014",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140967039",
ISSN = "2166-2525",
bibdate = "Thu Feb 12 09:07:03 MST 2015",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2014",
}
@Article{Kwiatkowski:2015:CSR,
author = "Evan Kwiatkowski and Jan Mandel",
title = "Convergence of the Square Root Ensemble {Kalman}
Filter in the Large Ensemble Limit",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "1--17",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140965363",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Atar:2015:RBR,
author = "Rami Atar and Kenny Chowdhary and Paul Dupuis",
title = "Robust Bounds on Risk-Sensitive Functionals via
{R{\'e}nyi} Divergence",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "18--33",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130939730",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Soize:2015:PCE,
author = "C. Soize",
title = "Polynomial Chaos Expansion of a Multimodal Random
Vector",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "34--60",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140968495",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Roosta-Khorasani:2015:ASA,
author = "Farbod Roosta-Khorasani and G{\'a}bor J. Sz{\'e}kely
and Uri M. Ascher",
title = "Assessing Stochastic Algorithms for Large Scale
Nonlinear Least Squares Problems Using Extremal
Probabilities of Linear Combinations of Gamma Random
Variables",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "61--90",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/14096311X",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Banerjee:2015:MDE,
author = "Sourabh Banerjee and Ayanendranath Basu and Sourabh
Bhattacharya and Smarajit Bose and Dalia Chakrabarty
and Soumendu Sundar Mukherjee",
title = "Minimum Distance Estimation of Milky Way Model
Parameters and Related Inference",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "91--115",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130935525",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Drohmann:2015:RMS,
author = "Martin Drohmann and Kevin Carlberg",
title = "The {ROMES} Method for Statistical Modeling of
Reduced-Order-Model Error",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "116--145",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140969841",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Tan:2015:SBP,
author = "Matthias Hwai Yong Tan",
title = "Sequential {Bayesian} Polynomial Chaos Model Selection
for Estimation of Sensitivity Indices",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "146--168",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130931175",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Arbogast:2015:PEE,
author = "T. Arbogast and D. Estep and B. Sheehan and S.
Tavener",
title = "A Posteriori Error Estimates for Mixed Finite Element
and Finite Volume Methods for Parabolic Problems
Coupled through a Boundary",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "169--198",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140964059",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Ray:2015:BCC,
author = "J. Ray and Z. Hou and M. Huang and K. Sargsyan and L.
Swiler",
title = "{Bayesian} Calibration of the Community Land Model
Using Surrogates",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "199--233",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140957998",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Hooker:2015:CTE,
author = "Giles Hooker and Kevin K. Lin and Bruce Rogers",
title = "Control Theory and Experimental Design in Diffusion
Processes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "234--264",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140962280",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Jarman:2015:ECC,
author = "K. D. Jarman and A. M. Tartakovsky",
title = "Erratum: {A Comparison of Closures for Stochastic
Advection-Diffusion Equations}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "265--266",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140996483",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
note = "See \cite{Jarman:2013:CCS}.",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Giles:2015:MMC,
author = "Michael B. Giles and Tigran Nagapetyan and Klaus
Ritter",
title = "Multilevel {Monte Carlo} Approximation of Distribution
Functions and Densities",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "267--295",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140960086",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{vanWyk:2015:PLN,
author = "Hans-Werner van Wyk and Max Gunzburger and John
Burkhardt and Miroslav Stoyanov",
title = "Power-Law Noises over General Spatial Domains and on
Nonstandard Meshes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "296--319",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140985433",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Chen:2015:OLE,
author = "Si Chen and Kristofer-Roy G. Reyes and Maneesh K.
Gupta and Michael C. McAlpine and Warren B. Powell",
title = "Optimal Learning in Experimental Design Using the
Knowledge Gradient Policy with Application to
Characterizing Nanoemulsion Stability",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "320--345",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140971129",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Sturlaugson:2015:SAC,
author = "Liessman Sturlaugson and John W. Sheppard",
title = "Sensitivity Analysis of Continuous Time {Bayesian}
Network Reliability Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "346--369",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140953848",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Golchi:2015:MEC,
author = "S. Golchi and D. R. Bingham and H. Chipman and D. A.
Campbell",
title = "Monotone Emulation of Computer Experiments",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "370--392",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140976741",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Kressner:2015:LRT,
author = "Daniel Kressner and Rajesh Kumar and Fabio Nobile and
Christine Tobler",
title = "Low-Rank Tensor Approximation for High-Order
Correlation Functions of {Gaussian} Random Fields",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "393--416",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140968938",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Banks:2015:APP,
author = "H. T. Banks and Jared Catenacci and Shuhua Hu",
title = "Asymptotic Properties of Probability Measure
Estimators in a Nonparametric Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "417--433",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140972639",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Chaudhry:2015:PAI,
author = "J. H. Chaudhry and D. Estep and V. Ginting and S.
Tavener",
title = "A Posteriori Analysis for Iterative Solvers for
Nonautonomous Evolution Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "434--459",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130949403",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Belomestny:2015:MSB,
author = "Denis Belomestny and Marcel Ladkau and John
Schoenmakers",
title = "Multilevel Simulation Based Policy Iteration for
Optimal Stopping-Convergence and Complexity",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "460--483",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140958463",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Berry:2015:NUQ,
author = "Tyrus Berry and John Harlim",
title = "Nonparametric Uncertainty Quantification for
Stochastic Gradient Flows",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "484--508",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/14097940X",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Ullmann:2015:SLT,
author = "Elisabeth Ullmann and Catherine E. Powell",
title = "Solving Log-Transformed Random Diffusion Problems by
Stochastic {Galerkin} Mixed Finite Element Methods",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "509--534",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/14100097X",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Vollmer:2015:DIM,
author = "Sebastian J. Vollmer",
title = "Dimension-Independent {MCMC} Sampling for Inverse
Problems with Non-{Gaussian} Priors",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "535--561",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130929904",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Mahmood:2015:PBE,
author = "Asif Mahmood and Robert L. Wolpert and E. Bruce
Pitman",
title = "A Physics-Based Emulator for the Simulation of
Geophysical Mass Flows",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "562--585",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130909445",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Stark:2015:CVP,
author = "Philip B. Stark",
title = "Constraints versus Priors",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "586--598",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130920721",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Staber:2015:ASL,
author = "B. Staber and J. Guilleminot",
title = "Approximate Solutions of {Lagrange} Multipliers for
Information-Theoretic Random Field Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "599--621",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/14099574X",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Benner:2015:LRS,
author = "Peter Benner and Akwum Onwunta and Martin Stoll",
title = "Low-Rank Solution of Unsteady Diffusion Equations with
Stochastic Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "622--649",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130937251",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Charrier:2015:NAA,
author = "Julia Charrier",
title = "Numerical Analysis of the Advection-Diffusion of a
Solute in Porous Media with Uncertainty",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "650--685",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130937457",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Regier:2015:MMU,
author = "Jeffrey C. Regier and Philip B. Stark",
title = "Mini-Minimax Uncertainty Quantification for
Emulators",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "686--708",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130917909",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Mohamad:2015:PDE,
author = "Mustafa A. Mohamad and Themistoklis P. Sapsis",
title = "Probabilistic Description of Extreme Events in
Intermittently Unstable Dynamical Systems Excited by
Correlated Stochastic Processes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "709--736",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140978235",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Rao:2015:PEE,
author = "Vishwas Rao and Adrian Sandu",
title = "A Posteriori Error Estimates for the Solution of
Variational Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "737--761",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140990036",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Kuehn:2015:NCS,
author = "Christian Kuehn",
title = "Numerical Continuation and {SPDE} Stability for the
{$2$D} Cubic-Quintic {Allen--Cahn} Equation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "762--789",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140993685",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Feng:2015:ENM,
author = "Xiaobing Feng and Junshan Lin and Cody Lorton",
title = "An Efficient Numerical Method for Acoustic Wave
Scattering in Random Media",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "790--822",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140958232",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Ernst:2015:AEP,
author = "Oliver G. Ernst and Bj{\"o}rn Sprungk and
Hans-J{\"o}rg Starkloff",
title = "Analysis of the Ensemble and Polynomial Chaos {Kalman}
Filters in {Bayesian} Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "823--851",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140981319",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Ballani:2015:HTA,
author = "Jonas Ballani and Lars Grasedyck",
title = "Hierarchical Tensor Approximation of Output Quantities
of Parameter-Dependent {PDEs}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "852--872",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140960980",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Wang:2015:PDF,
author = "P. Wang and D. A. Barajas-Solano and E. Constantinescu
and S. Abhyankar and D. Ghosh and B. F. Smith and
Z. Huang and A. M. Tartakovsky",
title = "Probabilistic Density Function Method for Stochastic
{ODEs} of Power Systems with Uncertain Power Input",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "873--896",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130940050",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Chevreuil:2015:LSM,
author = "M. Chevreuil and R. Lebrun and A. Nouy and P. Rai",
title = "A Least-Squares Method for Sparse Low Rank
Approximation of Multivariate Functions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "897--921",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/13091899X",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Ullmann:2015:MER,
author = "Elisabeth Ullmann and Iason Papaioannou",
title = "Multilevel Estimation of Rare Events",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "922--953",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140992953",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Sinsbeck:2015:IDA,
author = "Michael Sinsbeck and Daniel M. Tartakovsky",
title = "Impact of Data Assimilation on Cost-Accuracy Tradeoff
in Multifidelity Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "954--968",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/141001743",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{DelMoral:2015:SMC,
author = "Pierre {Del Moral} and Lawrence M. Murray",
title = "Sequential {Monte Carlo} with Highly Informative
Observations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "969--997",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1011214",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Hyvonen:2015:SGF,
author = "N. Hyv{\"o}nen and M. Leinonen",
title = "Stochastic {Galerkin} Finite Element Method with Local
Conductivity Basis for Electrical Impedance
Tomography",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "998--1019",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140999050",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Bryant:2015:EDA,
author = "C. M. Bryant and S. Prudhomme and T. Wildey",
title = "Error Decomposition and Adaptivity for Response
Surface Approximations from {PDEs} with Parametric
Uncertainty",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "1020--1045",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140962632",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Teckentrup:2015:MSC,
author = "A. L. Teckentrup and P. Jantsch and C. G. Webster and
M. Gunzburger",
title = "A Multilevel Stochastic Collocation Method for Partial
Differential Equations with Random Input Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "1046--1074",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140969002",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Dodwell:2015:HMM,
author = "T. J. Dodwell and C. Ketelsen and R. Scheichl and A.
L. Teckentrup",
title = "A Hierarchical Multilevel {Markov} Chain {Monte Carlo}
Algorithm with Applications to Uncertainty
Quantification in Subsurface Flow",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "1075--1108",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130915005",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
note = "See erratum \cite{Dodwell:2019:EHM}.",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Dolgov:2015:PCE,
author = "Sergey Dolgov and Boris N. Khoromskij and Alexander
Litvinenko and Hermann G. Matthies",
title = "Polynomial Chaos Expansion of Random Coefficients and
the Solution of Stochastic Partial Differential
Equations in the Tensor Train Format",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "1109--1135",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140972536",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Bardsley:2015:RTO,
author = "Johnathan M. Bardsley and Aku Sepp{\"a}nen and Antti
Solonen and Heikki Haario and Jari Kaipio",
title = "Randomize-Then-Optimize for Sampling and Uncertainty
Quantification in Electrical Impedance Tomography",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "1136--1158",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140978272",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Kovacs:2015:WCF,
author = "Mih{\'a}ly Kov{\'a}cs and Felix Lindner and Ren{\'e}
L. Schilling",
title = "Weak Convergence of Finite Element Approximations of
Linear Stochastic Evolution Equations with Additive
{L{\'e}vy} Noise",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "1159--1199",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1009792",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Sanz-Alonso:2015:LTA,
author = "Daniel Sanz-Alonso and Andrew M. Stuart",
title = "Long-Time Asymptotics of the Filtering Distribution
for Partially Observed Chaotic Dynamical Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "3",
number = "1",
pages = "1200--1220",
month = "????",
year = "2015",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140997336",
ISSN = "2166-2525",
bibdate = "Tue Feb 9 07:58:29 MST 2016",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2015",
}
@Article{Wang:2016:ESC,
author = "Xiaojing Wang and James O. Berger",
title = "Estimating Shape Constrained Functions Using
{Gaussian} Processes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1--25",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140955033",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Montagna:2016:CEN,
author = "S. Montagna and S. T. Tokdar",
title = "Computer Emulation with Nonstationary {Gaussian}
Processes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "26--47",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/141001512",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Dick:2016:HOQ,
author = "Josef Dick and Quoc T. {Le Gia} and Christoph
Schwab",
title = "Higher Order Quasi-{Monte Carlo} Integration for
Holomorphic, Parametric Operator Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "48--79",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140985913",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Dupuis:2016:PSI,
author = "Paul Dupuis and Markos A. Katsoulakis and Yannis
Pantazis and Petr Plech{\'a}c",
title = "Path-Space Information Bounds for Uncertainty
Quantification and Sensitivity Analysis of Stochastic
Dynamics",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "80--111",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1025645",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Kang:2016:KAR,
author = "Lulu Kang and V. Roshan Joseph",
title = "Kernel Approximation: From Regression to
Interpolation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "112--129",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130948112",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Rahman:2016:SI,
author = "Sharif Rahman",
title = "The $f$-Sensitivity Index",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "130--162",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140997774",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Sousedik:2016:ISI,
author = "Bedrich Soused{\'\i}k and Howard C. Elman",
title = "Inverse Subspace Iteration for Spectral Stochastic
Finite Element Methods",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "163--189",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140999359",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Grigoriu:2016:MMM,
author = "M. Grigoriu",
title = "Microstructure Models and Material Response by Extreme
Value Theory",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "190--217",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1006453",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Mittal:2016:FUP,
author = "A. Mittal and X. Chen and C. H. Tong and G.
Iaccarino",
title = "A Flexible Uncertainty Propagation Framework for
General Multiphysics Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "218--243",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140981411",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Vidal-Codina:2016:EIM,
author = "F. Vidal-Codina and N. C. Nguyen and M. B. Giles and
J. Peraire",
title = "An Empirical Interpolation and Model-Variance
Reduction Method for Computing Statistical Outputs of
Parametrized Stochastic Partial Differential
Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "244--265",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1016783",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Wentworth:2016:PSV,
author = "Mami T. Wentworth and Ralph C. Smith and H. T.
Banks",
title = "Parameter Selection and Verification Techniques Based
on Global Sensitivity Analysis Illustrated for an {HIV}
Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "266--297",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1008245",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Silvester:2016:OSL,
author = "David Silvester and Pranjal",
title = "An Optimal Solver for Linear Systems Arising from
Stochastic {FEM} Approximation of Diffusion Equations
with Random Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "298--311",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1017740",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Elfverson:2016:MMC,
author = "Daniel Elfverson and Fredrik Hellman and Axel
M{\aa}lqvist",
title = "A Multilevel {Monte Carlo} Method for Computing
Failure Probabilities",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "312--330",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140984294",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Ko:2016:AMQ,
author = "Jordan Ko and Henry P. Wynn",
title = "The Algebraic Method in Quadrature for Uncertainty
Quantification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "331--357",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140978612",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Bachouch:2016:ERM,
author = "Achref Bachouch and Emmanuel Gobet and Anis
Matoussi",
title = "Empirical Regression Method for Backward Doubly
Stochastic Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "358--379",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1022094",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Manzoni:2016:ASB,
author = "A. Manzoni and S. Pagani and T. Lassila",
title = "Accurate Solution of {Bayesian} Inverse Uncertainty
Quantification Problems Combining Reduced Basis Methods
and Reduction Error Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "380--412",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140995817",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Bao:2016:FOS,
author = "Feng Bao and Yanzhao Cao and Amnon Meir and Weidong
Zhao",
title = "A First Order Scheme for Backward Doubly Stochastic
Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "413--445",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/14095546X",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Berlyand:2016:CRM,
author = "Leonid Berlyand and Pierre-Emmanuel Jabin and Mykhailo
Potomkin",
title = "Complexity Reduction in Many Particle Systems with
Random Initial Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "446--474",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140969786",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Barajas-Solano:2016:SCM,
author = "David A. Barajas-Solano and Daniel M. Tartakovsky",
title = "Stochastic Collocation Methods for Nonlinear Parabolic
Equations with Random Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "475--494",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130930108",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Oughton:2016:HEM,
author = "Rachel H. Oughton and Peter S. Craig",
title = "Hierarchical Emulation: a Method for Modeling and
Comparing Nested Simulators",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "495--519",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1007914",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Harbrecht:2016:MAQ,
author = "Helmut Harbrecht and Michael Peters and Markus
Siebenmorgen",
title = "Multilevel Accelerated Quadrature for {PDEs} with
Log-Normally Distributed Diffusion Coefficient",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "520--551",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130931953",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Mishra:2016:NSS,
author = "Siddhartha Mishra and Nils Henrik Risebro and
Christoph Schwab and Svetlana Tokareva",
title = "Numerical Solution of Scalar Conservation Laws with
Random Flux Functions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "552--591",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/120896967",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Chustagulprom:2016:HET,
author = "Nawinda Chustagulprom and Sebastian Reich and Maria
Reinhardt",
title = "A Hybrid Ensemble Transform Particle Filter for
Nonlinear and Spatially Extended Dynamical Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "592--608",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1040967",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Ozen:2016:DPC,
author = "H. Cagan Ozen and Guillaume Bal",
title = "Dynamical Polynomial Chaos Expansions and Long Time
Evolution of Differential Equations with Random
Forcing",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "609--635",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1019167",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Nanty:2016:SMS,
author = "Simon Nanty and C{\'e}line Helbert and Amandine Marrel
and Nadia P{\'e}rot and Cl{\'e}mentine Prieur",
title = "Sampling, Metamodeling, and Sensitivity Analysis of
Numerical Simulators with Functional Stochastic
Inputs",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "636--659",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1033319",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Das:2016:PAD,
author = "Sonjoy Das and Sourish Chakravarty",
title = "Predictive Algorithm for Detection of Microcracks from
Macroscale Observables",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "660--707",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1037275",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{DeLozzo:2016:EDB,
author = "Matthias {De Lozzo} and Amandine Marrel",
title = "Estimation of the Derivative-Based Global Sensitivity
Measures Using a {Gaussian} Process Metamodel",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "708--738",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1013377",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Beck:2016:SDM,
author = "Joakim Beck and Serge Guillas",
title = "Sequential Design with {Mutual Information for
Computer Experiments (MICE)}: Emulation of a Tsunami
Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "739--766",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140989613",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Tuo:2016:TFC,
author = "Rui Tuo and C. F. Jeff Wu",
title = "A Theoretical Framework for Calibration in Computer
Models: Parametrization, Estimation and Convergence
Properties",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "767--795",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/151005841",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Gorodetsky:2016:MKI,
author = "Alex Gorodetsky and Youssef Marzouk",
title = "{Mercer} Kernels and Integrated Variance Experimental
Design: Connections Between {Gaussian} Process
Regression and Polynomial Approximation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "796--828",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1017119",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Capistran:2016:BAO,
author = "Marcos A. Capistr{\'a}n and J. Andr{\'e}s Christen and
Sophie Donnet",
title = "{Bayesian} Analysis of {ODEs}: Solver Optimal Accuracy
and {Bayes} Factors",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "829--849",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140976777",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Azzimonti:2016:QUE,
author = "Dario Azzimonti and Julien Bect and Cl{\'e}ment
Chevalier and David Ginsbourger",
title = "Quantifying Uncertainties on Excursion Sets Under a
{Gaussian} Random Field Prior",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "850--874",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/141000749",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Frenklach:2016:CSD,
author = "Michael Frenklach and Andrew Packard and Gonzalo
Garcia-Donato and Rui Paulo and Jerome Sacks",
title = "Comparison of Statistical and Deterministic Frameworks
of Uncertainty Quantification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "875--901",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1019131",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Berliner:2016:FMM,
author = "L. Mark Berliner and Jenn{\'y} Brynjarsd{\'o}ttir",
title = "A Framework for Multi-Model Ensembling",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "902--923",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130928339",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Bergou:2016:LMM,
author = "E. Bergou and S. Gratton and L. N. Vicente",
title = "{Levenberg--Marquardt} Methods Based on Probabilistic
Gradient Models and Inexact Subproblem Solution, with
Application to Data Assimilation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "924--951",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140974687",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Romer:2016:SMR,
author = "Ulrich R{\"o}mer and Sebastian Sch{\"o}ps and Thomas
Weiland",
title = "Stochastic Modeling and Regularity of the Nonlinear
Elliptic curl--curl Equation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "952--979",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1026535",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Despres:2016:UPI,
author = "Bruno Despres and Benoit Perthame",
title = "Uncertainty Propagation; Intrusive Kinetic
Formulations of Scalar Conservation Laws",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "980--1013",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1018861",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Padonou:2016:PGP,
author = "Esperan Padonou and Olivier Roustant",
title = "Polar {Gaussian} Processes and Experimental Designs in
Circular Domains",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1014--1033",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1032740",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Kunoth:2016:SAT,
author = "Angela Kunoth and Christoph Schwab",
title = "Sparse Adaptive Tensor {Galerkin} Approximations of
Stochastic {PDE}-Constrained Control Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1034--1059",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1041390",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Song:2016:SEG,
author = "Eunhye Song and Barry L. Nelson and Jeremy Staum",
title = "{Shapley} Effects for Global Sensitivity Analysis:
Theory and Computation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1060--1083",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1048070",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Malenova:2016:SSC,
author = "G. Malenova and M. Motamed and O. Runborg and R.
Tempone",
title = "A Sparse Stochastic Collocation Technique for
High-Frequency Wave Propagation with Uncertainty",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1084--1110",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1029230",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Galindo:2016:ASC,
author = "D. Galindo and P. Jantsch and C. G. Webster and G.
Zhang",
title = "Accelerating Stochastic Collocation Methods for
Partial Differential Equations with Random Input Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1111--1137",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1019568",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Fohring:2016:AOE,
author = "J. Fohring and E. Haber",
title = "Adaptive {$A$}-Optimal Experimental Design for Linear
Dynamical Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1138--1159",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1034738",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Parno:2016:MSB,
author = "Matthew Parno and Tarek Moselhy and Youssef Marzouk",
title = "A Multiscale Strategy for {Bayesian} Inference Using
Transport Maps",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1160--1190",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1032478",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Fox:2016:FSL,
author = "Colin Fox and Richard A. Norton",
title = "Fast Sampling in a Linear-{Gaussian} Inverse Problem",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1191--1218",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1029527",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Eigel:2016:AMM,
author = "Martin Eigel and Christian Merdon and Johannes
Neumann",
title = "An Adaptive Multilevel {Monte Carlo} Method with
Stochastic Bounds for Quantities of Interest with
Uncertain Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1219--1245",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1016448",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Geiersbach:2016:OAF,
author = "Caroline Geiersbach and Clemens Heitzinger and Gerhard
Tulzer",
title = "Optimal Approximation of the First-Order Corrector in
Multiscale Stochastic Elliptic {PDE}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1246--1262",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M106011X",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Bao:2016:IRS,
author = "Gang Bao and Chuchu Chen and Peijun Li",
title = "Inverse Random Source Scattering Problems in Several
Dimensions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1263--1287",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1067470",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Wang:2016:EGT,
author = "Ting Wang and Muruhan Rathinam",
title = "Efficiency of the {Girsanov} Transformation Approach
for Parametric Sensitivity Analysis of Stochastic
Chemical Kinetics",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1288--1322",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140998111",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Bowman:2016:EMS,
author = "Veronica E. Bowman and David C. Woods",
title = "Emulation of Multivariate Simulators Using Thin-Plate
Splines with Application to Atmospheric Dispersion",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1323--1344",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140970148",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Laszlo:2016:CEP,
author = "Andr{\'a}s L{\'a}szl{\'o}",
title = "Convergence and Error Propagation Results on a Linear
Iterative Unfolding Method",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1345--1371",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1035744",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Eigel:2016:LEE,
author = "Martin Eigel and Christian Merdon",
title = "Local Equilibration Error Estimators for Guaranteed
Error Control in Adaptive Stochastic Higher-Order
{Galerkin} Finite Element Methods",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1372--1397",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M102188X",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Jiang:2016:GOR,
author = "Jiahua Jiang and Yanlai Chen and Akil Narayan",
title = "A Goal-Oriented Reduced Basis Methods-Accelerated
Generalized Polynomial Chaos Algorithm",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "4",
number = "1",
pages = "1398--1420",
month = "????",
year = "2016",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1055736",
ISSN = "2166-2525",
bibdate = "Mon Mar 13 14:02:48 MDT 2017",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2016",
}
@Article{Binev:2017:DAR,
author = "Peter Binev and Albert Cohen and Wolfgang Dahmen and
Ronald DeVore and Guergana Petrova and Przemyslaw
Wojtaszczyk",
title = "Data Assimilation in Reduced Modeling",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1--29",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1025384",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Tsilifis:2017:EBE,
author = "Panagiotis Tsilifis and Roger G. Ghanem and Paris
Hajali",
title = "Efficient {Bayesian} Experimentation Using an Expected
Information Gain Lower Bound",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "30--62",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1043303",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{vanAckooij:2017:SGF,
author = "Wim van Ackooij and R. Henrion",
title = "(Sub-)Gradient Formulae for Probability Functions of
Random Inequality Systems under {Gaussian}
Distribution",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "63--87",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1061308",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Iolov:2017:ODE,
author = "Alexandre Iolov and Susanne Ditlevsen and Andr{\'e}
Longtin",
title = "Optimal Design for Estimation in Diffusion Processes
from First Hitting Times",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "88--110",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1060376",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Griebel:2017:RKH,
author = "Michael Griebel and Christian Rieger",
title = "Reproducing Kernel {Hilbert} Spaces for Parametric
Partial Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "111--137",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1026870",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Xu:2017:MLE,
author = "Wanting Xu and Michael L. Stein",
title = "Maximum Likelihood Estimation for a Smooth {Gaussian}
Random Field Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "138--175",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M105358X",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Soize:2017:OPT,
author = "C. Soize",
title = "Optimal Partition in Terms of Independent Random
Vectors of Any Non-{Gaussian} Vector Defined by a Set
of Realizations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "176--211",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1062223",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Hu:2017:SDR,
author = "Ruimeng Hu and Mike Ludkovski",
title = "Sequential Design for Ranking Response Surfaces",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "212--239",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1045168",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Wallstrom:2017:AMI,
author = "Timothy C. Wallstrom",
title = "On the Application of {McDiarmid}'s Inequality to
Complex Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "240--245",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/130933125",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Du:2017:RAC,
author = "Hailiang Du and Leonard A. Smith",
title = "Rising Above Chaotic Likelihoods",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "246--258",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/140988784",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Oliver:2017:MRM,
author = "Dean S. Oliver",
title = "{Metropolized} Randomized Maximum Likelihood for
Improved Sampling from Multimodal Distributions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "259--277",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1033320",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Vermiglio:2017:PCE,
author = "Rossana Vermiglio",
title = "Polynomial Chaos Expansions for the Stability Analysis
of Uncertain Delay Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "278--303",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1029618",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Bocquet:2017:DKF,
author = "Marc Bocquet and Karthik S. Gurumoorthy and Amit Apte
and Alberto Carrassi and Colin Grudzien and Christopher
K. R. T. Jones",
title = "Degenerate {Kalman} Filter Error Covariances and Their
Convergence onto the Unstable Subspace",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "304--333",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1068712",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Liu:2017:QAG,
author = "Dishi Liu and Alexander Litvinenko and Claudia
Schillings and Volker Schulz",
title = "Quantification of Airfoil Geometry-Induced Aerodynamic
Uncertainties --- Comparison of Approaches",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "334--352",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1050239",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Ibrahima:2017:MDS,
author = "Fayadhoi Ibrahima and Hamdi A. Tchelepi",
title = "Multipoint Distribution of Saturation for Stochastic
Nonlinear Two-Phase Transport",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "353--377",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1096244",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Jimenez:2017:NPC,
author = "M. Navarro Jimenez and O. P. {Le Ma{\^\i}tre} and O.
M. Knio",
title = "Nonintrusive Polynomial Chaos Expansions for
Sensitivity Analysis in Stochastic Differential
Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "378--402",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1061989",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Owen:2017:CSB,
author = "N. E. Owen and P. Challenor and P. P. Menon and S.
Bennani",
title = "Comparison of Surrogate-Based Uncertainty
Quantification Methods for Computationally Expensive
Simulators",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "403--435",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1046812",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Hosseini:2017:WPBa,
author = "Bamdad Hosseini and Nilima Nigam",
title = "Well-Posed {Bayesian} Inverse Problems: Priors with
Exponential Tails",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "436--465",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1076824",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Ali:2017:MMC,
author = "Ahmad Ahmad Ali and Elisabeth Ullmann and Michael
Hinze",
title = "Multilevel {Monte Carlo} Analysis for Optimal Control
of Elliptic {PDEs} with Random Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "466--492",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M109870X",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Scheichl:2017:QMC,
author = "R. Scheichl and A. M. Stuart and A. L. Teckentrup",
title = "Quasi-{Monte Carlo} and Multilevel {Monte Carlo}
Methods for Computing Posterior Expectations in
Elliptic Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "493--518",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1061692",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Su:2017:SIS,
author = "Chen Su and Xuemin Tu",
title = "Sequential Implicit Sampling Methods for {Bayesian}
Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "519--539",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1044035",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Mai:2017:SMO,
author = "Chu V. Mai and Bruno Sudret",
title = "Surrogate Models for Oscillatory Systems Using Sparse
Polynomial Chaos Expansions and Stochastic Time
Warping",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "540--571",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1083621",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Stanhope:2017:RSI,
author = "S. Stanhope and J. E. Rubin and D. Swigon",
title = "Robustness of Solutions of the Inverse Problem for
Linear Dynamical Systems with Uncertain Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "572--597",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1062466",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Chen:2017:FCS,
author = "Hao Chen and Jason L. Loeppky and William J. Welch",
title = "Flexible Correlation Structure for Accurate Prediction
and Uncertainty Quantification in {Bayesian} {Gaussian}
Process Emulation of a Computer Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "598--620",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1008774",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Zhou:2017:HAM,
author = "Qingping Zhou and Zixi Hu and Zhewei Yao and Jinglai
Li",
title = "A Hybrid Adaptive {MCMC} Algorithm in Function
Spaces",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "621--639",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1082950",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Sinsbeck:2017:SDC,
author = "Michael Sinsbeck and Wolfgang Nowak",
title = "Sequential Design of Computer Experiments for the
Solution of {Bayesian} Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "640--664",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1047659",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Callahan:2017:BML,
author = "Margaret Callahan and Daniela Calvetti and Erkki
Somersalo",
title = "Beyond the Model Limit: Parameter Inference Across
Scales",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "665--693",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M105505X",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Andrianakis:2017:EHM,
author = "Ioannis Andrianakis and Nicky McCreesh and Ian Vernon
and Trevelyan J. McKinley and Jeremy E. Oakley and
Rebecca N. Nsubuga and Michael Goldstein and Richard
G. White",
title = "Efficient History Matching of a High Dimensional
Individual-Based {HIV} Transmission Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "694--719",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1093008",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Abdulle:2017:SMM,
author = "A. Abdulle and G. A. Pavliotis and U. Vaes",
title = "Spectral Methods for Multiscale Stochastic
Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "720--761",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1094117",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Bect:2017:BSS,
author = "Julien Bect and Ling Li and Emmanuel Vazquez",
title = "{Bayesian} Subset Simulation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "762--786",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1078276",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Liu:2017:DRG,
author = "Xiaoyu Liu and Serge Guillas",
title = "Dimension Reduction for {Gaussian} Process Emulation:
an Application to the Influence of Bathymetry on
Tsunami Heights",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "787--812",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1090648",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Chen:2017:RBM,
author = "Peng Chen and Alfio Quarteroni and Gianluigi Rozza",
title = "Reduced Basis Methods for Uncertainty Quantification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "813--869",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/151004550",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Cesmelioglu:2017:PBK,
author = "A. Cesmelioglu and M. Song and D. Drignei",
title = "Physics-Based Kriging Surrogates for a Class of Finite
Element Codes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "870--889",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1092489",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Pagani:2017:ESP,
author = "Stefano Pagani and Andrea Manzoni and Alfio
Quarteroni",
title = "Efficient State\slash Parameter Estimation in
Nonlinear Unsteady {PDEs} by a Reduced Basis Ensemble
{Kalman} Filter",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "890--921",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1078598",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Grigoriu:2017:ESR,
author = "M. Grigoriu",
title = "Estimates of System Response Maxima by Extreme Value
Theory and Surrogate Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "922--955",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1114223",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Hobbs:2017:SBU,
author = "Jonathan Hobbs and Amy Braverman and Noel Cressie and
Robert Granat and Michael Gunson",
title = "Simulation-Based Uncertainty Quantification for
Estimating Atmospheric {CO$_2$} from Satellite Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "956--985",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1060765",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Owen:2017:SVM,
author = "Art B. Owen and Cl{\'e}mentine Prieur",
title = "On {Shapley} Value for Measuring Importance of
Dependent Inputs",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "986--1002",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1097717",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Seshadri:2017:ESQ,
author = "Pranay Seshadri and Akil Narayan and Sankaran
Mahadevan",
title = "Effectively Subsampled Quadratures for Least Squares
Polynomial Approximations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1003--1023",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1057668",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Hosseini:2017:WPBb,
author = "Bamdad Hosseini",
title = "Well-Posed {Bayesian} Inverse Problems with Infinitely
Divisible and Heavy-Tailed Prior Measures",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1024--1060",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1096372",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Fajraoui:2017:SDE,
author = "Noura Fajraoui and Stefano Marelli and Bruno Sudret",
title = "Sequential Design of Experiment for Sparse Polynomial
Chaos Expansions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1061--1085",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1103488",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Salem:2017:UPD,
author = "Malek Ben Salem and Olivier Roustant and Fabrice
Gamboa and Lionel Tomaso",
title = "Universal Prediction Distribution for Surrogate
Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1086--1109",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1053529",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Park:2017:SRT,
author = "M. Park and M. V. Tretyakov",
title = "Stochastic Resin Transfer Molding Process",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1110--1135",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1096578",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Lu:2017:GAP,
author = "Yulong Lu and Andrew Stuart and Hendrik Weber",
title = "{Gaussian} Approximations for Probability Measures on
{$ R^d $}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1136--1165",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1105384",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Alexanderian:2017:MVR,
author = "Alen Alexanderian and Noemi Petra and Georg Stadler
and Omar Ghattas",
title = "Mean-Variance Risk-Averse Optimal Control of Systems
Governed by {PDEs} with Random Parameter Fields Using
Quadratic Approximations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1166--1192",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M106306X",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Li:2017:URL,
author = "Qin Li and Li Wang",
title = "Uniform Regularity for Linear Kinetic Equations with
Random Input Based on Hypocoercivity",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1193--1219",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1106675",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Papanicolaou:2017:DRS,
author = "Andrew Papanicolaou and Konstantinos Spiliopoulos",
title = "Dimension Reduction in Statistical Estimation of
Partially Observed Multiscale Processes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1220--1247",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1085930",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Newsum:2017:ERB,
author = "Craig J. Newsum and Catherine E. Powell",
title = "Efficient Reduced Basis Methods for Saddle Point
Problems with Applications in Groundwater Flow",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1248--1278",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1108856",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Huang:2017:NMS,
author = "Ya-Ting Huang and James Glimm",
title = "A Novel Methodology of Stochastic Short Term
Forecasting of Cloud Boundaries",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "5",
number = "1",
pages = "1279--1294",
month = "????",
year = "2017",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1092854",
ISSN = "2166-2525",
bibdate = "Fri Jan 12 06:19:07 MST 2018",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2017",
}
@Article{Bousquet:2018:ALS,
author = "N. Bousquet and T. Klein and V. Moutoussamy",
title = "Approximation of Limit State Surfaces in Monotonic
{Monte Carlo} Settings, with Applications to
Classification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "1--33",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1015091",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Hu:2018:BIFa,
author = "Grace X. Hu and David R. Kuipers and Yong Zeng",
title = "{Bayesian} Inference via Filtering Equations for
Ultrahigh Frequency Data ({I}): Model and Estimation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "34--60",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1094762",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Hu:2018:BIFb,
author = "Grace X. Hu and David R. Kuipers and Yong Zeng",
title = "{Bayesian} Inference via Filtering Equations for
Ultrahigh Frequency Data ({II}): Model Selection",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "61--86",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1094774",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{DElia:2018:EGS,
author = "M. D'Elia and H. C. Edwards and J. Hu and E. Phipps
and S. Rajamanickam",
title = "Ensemble Grouping Strategies for Embedded Stochastic
Collocation Methods Applied to Anisotropic Diffusion
Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "87--117",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1066324",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Rim:2018:TRM,
author = "Donsub Rim and Scott Moe and Randall J. LeVeque",
title = "Transport Reversal for Model Reduction of Hyperbolic
Partial Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "118--150",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1113679",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Damblin:2018:AND,
author = "Guillaume Damblin and Pierre Barbillon and Merlin
Keller and Alberto Pasanisi and {\'E}ric Parent",
title = "Adaptive Numerical Designs for the Calibration of
Computer Codes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "151--179",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1033162",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Barajas-Solano:2018:PCD,
author = "David A. Barajas-Solano and Alexandre M.
Tartakovsky",
title = "Probability and Cumulative Density Function Methods
for the Stochastic Advection--Reaction Equation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "180--212",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1109163",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Heitzinger:2018:CFM,
author = "Clemens Heitzinger and Gudmund Pammer and Stefan
Rigger",
title = "Cubature Formulas for Multisymmetric Functions and
Applications to Stochastic Partial Differential
Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "213--242",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1125418",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Bespalov:2018:EAA,
author = "Alex Bespalov and Leonardo Rocchi",
title = "Efficient Adaptive Algorithms for Elliptic {PDEs} with
Random Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "243--272",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1139928",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Tipireddy:2018:SBA,
author = "R. Tipireddy and P. Stinis and A. M. Tartakovsky",
title = "Stochastic Basis Adaptation and Spatial Domain
Decomposition for Partial Differential Equations with
Random Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "273--301",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1097134",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Nane:2018:ASI,
author = "Erkan Nane and Nguyen Huy Tuan",
title = "Approximate Solutions of Inverse Problems for
Nonlinear Space Fractional Diffusion Equations with
Randomly Perturbed Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "302--338",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1111139",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Conrad:2018:PLA,
author = "Patrick R. Conrad and Andrew D. Davis and Youssef M.
Marzouk and Natesh S. Pillai and Aaron Smith",
title = "Parallel Local Approximation {MCMC} for Expensive
Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "339--373",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1084080",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Lee:2018:SLS,
author = "Kookjin Lee and Kevin Carlberg and Howard C. Elman",
title = "Stochastic Least-Squares {Petrov--Galerkin} Method for
Parameterized Linear Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "374--396",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1110729",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Borgonovo:2018:FAM,
author = "Emanuele Borgonovo and Max D. Morris and Elmar
Plischke",
title = "Functional {ANOVA} with Multiple Distributions:
Implications for the Sensitivity Analysis of Computer
Experiments",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "1",
pages = "397--427",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1088545",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:44 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Hegde:2018:CAM,
author = "Arun Hegde and Wenyu Li and James Oreluk and Andrew
Packard and Michael Frenklach",
title = "Consistency Analysis for Massively Inconsistent
Datasets in Bound-to-Bound Data Collaboration",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "429--456",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1110005",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Morrison:2018:RMI,
author = "Rebecca E. Morrison and Todd A. Oliver and Robert D.
Moser",
title = "Representing Model Inadequacy: a Stochastic Operator
Approach",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "457--496",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1106419",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Haaland:2018:FCS,
author = "Benjamin Haaland and Wenjia Wang and Vaibhav
Maheshwari",
title = "A Framework for Controlling Sources of Inaccuracy in
{Gaussian} Process Emulation of Deterministic Computer
Experiments",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "497--521",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1131210",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Gamboa:2018:SAB,
author = "Fabrice Gamboa and Thierry Klein and Agn{\`e}s
Lagnoux",
title = "Sensitivity Analysis Based on {Cram{\'e}r--von Mises}
Distance",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "522--548",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/15M1025621",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Thorbergsson:2018:EDP,
author = "Leifur Thorbergsson and Giles Hooker",
title = "Experimental Design for Partially Observed {Markov}
Decision Processes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "549--567",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1084924",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Bertozzi:2018:UQG,
author = "Andrea L. Bertozzi and Xiyang Luo and Andrew M. Stuart
and Konstantinos C. Zygalakis",
title = "Uncertainty Quantification in Graph-Based
Classification of High Dimensional Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "568--595",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1134214",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Durante:2018:SGM,
author = "Joseph Durante and Raj Patel and Warren B. Powell",
title = "Scenario Generation Methods that Replicate Crossing
Times in Spatially Distributed Stochastic Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "596--626",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1120555",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{He:2018:IIG,
author = "Xu He and Peter Chien",
title = "On the Instability Issue of Gradient-Enhanced
{Gaussian} Process Emulators for Computer Experiments",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "627--644",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1088247",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Parno:2018:TMA,
author = "Matthew D. Parno and Youssef M. Marzouk",
title = "Transport Map Accelerated {Markov Chain Monte Carlo}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "645--682",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1134640",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Qian:2018:MMC,
author = "E. Qian and B. Peherstorfer and D. O'Malley and V. V.
Vesselinov and K. Willcox",
title = "Multifidelity {Monte Carlo} Estimation of Variance and
Sensitivity Indices",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "683--706",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1151006",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Gantner:2018:HOQ,
author = "R. N. Gantner and M. D. Peters",
title = "Higher-Order Quasi-{Monte Carlo} for {Bayesian} Shape
Inversion",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "707--736",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1096116",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Peherstorfer:2018:MPC,
author = "Benjamin Peherstorfer and Boris Kramer and Karen
Willcox",
title = "Multifidelity Preconditioning of the Cross-Entropy
Method for Rare Event Simulation and Failure
Probability Estimation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "737--761",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1122992",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Beskos:2018:MSM,
author = "Alexandros Beskos and Ajay Jasra and Kody Law and
Youssef Marzouk and Yan Zhou",
title = "Multilevel Sequential {Monte Carlo} with
Dimension-Independent Likelihood-Informed Proposals",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "762--786",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1120993",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Kouri:2018:EOC,
author = "D. P. Kouri and T. M. Surowiec",
title = "Existence and Optimality Conditions for Risk-Averse
{PDE}-Constrained Optimization",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "787--815",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1086613",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Rahman:2018:MPP,
author = "Sharif Rahman",
title = "Mathematical Properties of Polynomial Dimensional
Decomposition",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "816--844",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1109382",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Houssineau:2018:SFC,
author = "Jeremie Houssineau and Adrian N. Bishop",
title = "Smoothing and Filtering with a Class of Outer
Measures",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "845--866",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1124383",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Sanz-Alonso:2018:ISN,
author = "Daniel Sanz-Alonso",
title = "Importance Sampling and Necessary Sample Size: an
Information Theory Approach",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "867--879",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1093549",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Shulkind:2018:EDN,
author = "Gal Shulkind and Lior Horesh and Haim Avron",
title = "Experimental Design for Nonparametric Correction of
Misspecified Dynamical Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "880--906",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1128435",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Huan:2018:CSC,
author = "Xun Huan and Cosmin Safta and Khachik Sargsyan and
Zachary P. Vane and Guilhem Lacaze and Joseph
C. Oefelein and Habib N. Najm",
title = "Compressive Sensing with Cross-Validation and
Stop-Sampling for Sparse Polynomial Chaos Expansions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "907--936",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1141096",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Abdulle:2018:OES,
author = "Assyr Abdulle and Ibrahim Almuslimani and Gilles
Vilmart",
title = "Optimal Explicit Stabilized Integrator of Weak Order 1
for Stiff and Ergodic Stochastic Differential
Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "937--964",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1145859",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Benner:2018:LRE,
author = "Peter Benner and Yue Qiu and Martin Stoll",
title = "Low-Rank Eigenvector Compression of Posterior
Covariance Matrices for Linear {Gaussian} Inverse
Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "2",
pages = "965--989",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1121342",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:46 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Marmin:2018:WGP,
author = "S{\'e}bastien Marmin and David Ginsbourger and Jean
Baccou and Jacques Liandrat",
title = "Warped {Gaussian} Processes and Derivative-Based
Sequential Designs for Functions with Heterogeneous
Variations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "991--1018",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1129179",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Heitzinger:2018:EUC,
author = "Clemens Heitzinger and Michael Leum{\"u}ller and
Gudmund Pammer and Stefan Rigger",
title = "Existence, Uniqueness, and a Comparison of
Nonintrusive Methods for the Stochastic Nonlinear
{Poisson--Boltzmann} Equation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1019--1042",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1127375",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Blanchard:2018:OAE,
author = "Gilles Blanchard and Marc Hoffmann and Markus
Rei{\ss}",
title = "Optimal Adaptation for Early Stopping in Statistical
Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1043--1075",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1154096",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Brown:2018:LRI,
author = "D. Andrew Brown and Arvind Saibaba and Sarah
Vall{\'e}lian",
title = "Low-Rank Independence Samplers in Hierarchical
{Bayesian} Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1076--1100",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1137218",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Binev:2018:GAO,
author = "Peter Binev and Albert Cohen and Olga Mula and James
Nichols",
title = "Greedy Algorithms for Optimal Measurements Selection
in State Estimation Using Reduced Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1101--1126",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1157635",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Chaudhry:2018:EDE,
author = "Jehanzeb H. Chaudhry and Nathanial Burch and Donald
Estep",
title = "Efficient Distribution Estimation and Uncertainty
Quantification for Elliptic Problems on Domains with
Stochastic Boundaries",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1127--1150",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M112230X",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Kyzyurova:2018:CCM,
author = "Ksenia N. Kyzyurova and James O. Berger and Robert L.
Wolpert",
title = "Coupling Computer Models through Linking Their
Statistical Emulators",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1151--1171",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1157702",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Ballester-Ripoll:2018:TAA,
author = "Rafael Ballester-Ripoll and Enrique G. Paredes and
Renato Pajarola",
title = "Tensor Algorithms for Advanced Sensitivity Metrics",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1172--1197",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1160252",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Chen:2018:RAE,
author = "Nan Chen and Andrew J. Majda and Xin T. Tong",
title = "Rigorous Analysis for Efficient Statistically Accurate
Algorithms for Solving {Fokker--Planck} Equations in
Large Dimensions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1198--1223",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1142004",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Lopez-Lopera:2018:FDG,
author = "Andr{\'e}s F. L{\'o}pez-Lopera and Fran{\c{c}}ois
Bachoc and Nicolas Durrande and Olivier Roustant",
title = "Finite-Dimensional {Gaussian} Approximation with
Linear Inequality Constraints",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1224--1255",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1153157",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Krumscheid:2018:MMC,
author = "S. Krumscheid and F. Nobile",
title = "Multilevel {Monte Carlo} Approximation of Functions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "3",
pages = "1256--1293",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1135566",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:48 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Kamilis:2018:UQL,
author = "Dimitris Kamilis and Nick Polydorides",
title = "Uncertainty Quantification for Low-Frequency,
Time-Harmonic {Maxwell} Equations with Stochastic
Conductivity Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1295--1334",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1156010",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Grudzien:2018:AFU,
author = "Colin Grudzien and Alberto Carrassi and Marc
Bocquet",
title = "Asymptotic Forecast Uncertainty and the Unstable
Subspace in the Presence of Additive Model Error",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1335--1363",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M114073X",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Hall:2018:RID,
author = "Eric Joseph Hall and Markos A. Katsoulakis",
title = "Robust Information Divergences for Model-Form
Uncertainty Arising from Sparse Data in Random {PDE}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1364--1394",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1143344",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Heinkenschloss:2018:CVR,
author = "Matthias Heinkenschloss and Boris Kramer and Timur
Takhtaganov and Karen Willcox",
title = "Conditional-Value-at-Risk Estimation via Reduced-Order
Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1395--1423",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1160069",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Adcock:2018:CSS,
author = "Ben Adcock and Anyi Bao and John D. Jakeman and Akil
Narayan",
title = "Compressed Sensing with Sparse Corruptions:
Fault-Tolerant Sparse Collocation Approximations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1424--1453",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M112590X",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Giles:2018:MEE,
author = "Michael B. Giles and Francisco Bernal",
title = "Multilevel Estimation of Expected Exit Times and Other
Functionals of Stopped Diffusions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1454--1474",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1116660",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Torlo:2018:SWR,
author = "Davide Torlo and Francesco Ballarin and Gianluigi
Rozza",
title = "Stabilized Weighted Reduced Basis Methods for
Parametrized Advection Dominated Problems with Random
Inputs",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1475--1502",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1163517",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Rim:2018:DIU,
author = "Donsub Rim and Kyle T. Mandli",
title = "Displacement Interpolation Using Monotone
Rearrangement",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1503--1531",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1168315",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Yang:2018:SIR,
author = "Xiu Yang and Weixuan Li and Alexandre Tartakovsky",
title = "{Sliced-Inverse-Regression--Aided} Rotated Compressive
Sensing Method for Uncertainty Quantification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1532--1554",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1148955",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Gu:2018:SGS,
author = "Mengyang Gu and Long Wang",
title = "Scaled {Gaussian} Stochastic Process for Computer
Model Calibration and Prediction",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1555--1583",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1159890",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Morris:2018:DFM,
author = "Max D. Morris",
title = "Decomposing Functional Model Inputs for Variance-Based
Sensitivity Analysis",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1584--1599",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1173058",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Lie:2018:RFM,
author = "H. C. Lie and T. J. Sullivan and A. L. Teckentrup",
title = "Random Forward Models and Log-Likelihoods in
{Bayesian} Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1600--1629",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1166523",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Croci:2018:EWN,
author = "M. Croci and M. B. Giles and M. E. Rognes and P. E.
Farrell",
title = "Efficient White Noise Sampling and Coupling for
Multilevel {Monte Carlo} with Nonnested Meshes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1630--1655",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1175239",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Djurdjevac:2018:ESF,
author = "Ana Djurdjevac and Charles M. Elliott and Ralf
Kornhuber and Thomas Ranner",
title = "Evolving Surface Finite Element Methods for Random
Advection--Diffusion Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1656--1684",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1149547",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Fadikar:2018:CSA,
author = "Arindam Fadikar and Dave Higdon and Jiangzhuo Chen and
Bryan Lewis and Srinivasan Venkatramanan and Madhav
Marathe",
title = "Calibrating a Stochastic, Agent-Based Model Using
Quantile-Based Emulation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1685--1706",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1161233",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Barth:2018:SEP,
author = "Andrea Barth and Andreas Stein",
title = "A Study of Elliptic Partial Differential Equations
with Jump Diffusion Coefficients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1707--1743",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1148888",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Lee:2018:IMS,
author = "Kookjin Lee and Bedrich Soused{\'\i}k",
title = "Inexact Methods for Symmetric Stochastic Eigenvalue
Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "6",
number = "4",
pages = "1744--1776",
month = "????",
year = "2018",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1176026",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:51 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2018",
}
@Article{Cerou:2019:ANA,
author = "Fr{\'e}d{\'e}ric C{\'e}rou and Bernard Delyon and
Arnaud Guyader and Mathias Rousset",
title = "On the Asymptotic Normality of Adaptive Multilevel
Splitting",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "1--30",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1187477",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Xu:2019:MPC,
author = "Wanting Xu and Michael L. Stein and Ian Wisher",
title = "Modeling and Predicting Chaotic Circuit Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "31--52",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1142387",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Lee:2019:MAS,
author = "Minyong R. Lee",
title = "Modified Active Subspaces Using the Average of
Gradients",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "53--66",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1140662",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Hart:2019:GSA,
author = "Joseph L. Hart and Julie Bessac and Emil M.
Constantinescu",
title = "Global Sensitivity Analysis for Statistical Model
Parameters",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "67--92",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1161397",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Detommaso:2019:CLM,
author = "Gianluca Detommaso and Tim Dodwell and Rob Scheichl",
title = "Continuous Level {Monte Carlo} and Sample-Adaptive
Model Hierarchies",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "93--116",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1172259",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Coleman:2019:GFC,
author = "Kayla D. Coleman and Allison Lewis and Ralph C. Smith
and Brian Williams and Max Morris and Bassam Khuwaileh",
title = "Gradient-Free Construction of Active Subspaces for
Dimension Reduction in Complex Models with Applications
to Neutronics",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "117--142",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1075119",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Yamada:2019:SOD,
author = "Toshihiro Yamada and Kenta Yamamoto",
title = "Second Order Discretization of {Bismut--Elworthy--Li}
Formula: Application to Sensitivity Analysis",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "143--173",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1142399",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{VanBarel:2019:ROP,
author = "Andreas {Van Barel} and Stefan Vandewalle",
title = "Robust Optimization of {PDEs} with Random Coefficients
Using a Multilevel {Monte Carlo} Method",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "174--202",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1155892",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Perry:2019:ASH,
author = "Daniel J. Perry and Robert M. Kirby and Akil Narayan
and Ross T. Whitaker",
title = "Allocation Strategies for High Fidelity Models in the
Multifidelity Regime",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "203--231",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1144714",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{delRosario:2019:LVD,
author = "Zachary del Rosario and Minyong Lee and Gianluca
Iaccarino",
title = "Lurking Variable Detection via Dimensional Analysis",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "232--259",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1155508",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Dolgov:2019:HAL,
author = "Sergey Dolgov and Robert Scheichl",
title = "A Hybrid Alternating Least Squares--{TT}-Cross
Algorithm for Parametric {PDEs}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "260--291",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1138881",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Grigo:2019:BMD,
author = "Constantin Grigo and Phaedon-Stelios Koutsourelakis",
title = "{Bayesian} Model and Dimension Reduction for
Uncertainty Propagation: Applications in Random Media",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "292--323",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1155867",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Nusken:2019:CSS,
author = "N. N{\"u}sken and G. A. Pavliotis",
title = "Constructing Sampling Schemes via Coupling: {Markov}
Semigroups and Optimal Transport",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "1",
pages = "324--382",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M119896X",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:53 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Adelmann:2019:NUQ,
author = "Andreas Adelmann",
title = "On Nonintrusive Uncertainty Quantification and
Surrogate Model Construction in Particle Accelerator
Modeling",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "383--416",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/16M1061928",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Spagnol:2019:GSA,
author = "Adrien Spagnol and Rodolphe {Le Riche} and
S{\'e}bastien {Da Veigao}",
title = "Global Sensitivity Analysis for Optimization with
Variable Selection",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "417--443",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1167978",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Cotter:2019:ETA,
author = "Colin Cotter and Simon Cotter and Paul Russell",
title = "Ensemble Transport Adaptive Importance Sampling",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "444--471",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1114867",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Iza-Teran:2019:GML,
author = "Rodrigo Iza-Teran and Jochen Garcke",
title = "A Geometrical Method for Low-Dimensional
Representations of Simulations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "472--496",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1154205",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Giles:2019:MNS,
author = "Michael B. Giles and Abdul-Lateef Haji-Ali",
title = "Multilevel Nested Simulation for Efficient Risk
Estimation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "497--525",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1173186",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Kahle:2019:BPI,
author = "Christian Kahle and Kei Fong Lam and Jonas Latz and
Elisabeth Ullmann",
title = "{Bayesian} Parameter Identification in
{Cahn--Hilliard} Models for Biological Growth",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "526--552",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1210034",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Tuo:2019:ACM,
author = "Rui Tuo",
title = "Adjustments to Computer Models via Projected Kernel
Calibration",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "553--578",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1128769",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Peherstorfer:2019:MMC,
author = "Benjamin Peherstorfer",
title = "Multifidelity {Monte Carlo} Estimation with Adaptive
Low-Fidelity Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "579--603",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1159208",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Osthus:2019:PUB,
author = "Dave Osthus and Scott A. {Vander Wiel} and Nelson M.
Hoffman and Frederick J. Wysocki",
title = "Prediction Uncertainties beyond the Range of
Experience: a Case Study in Inertial Confinement Fusion
Implosion Experiments",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "604--633",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1158860",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Pulch:2019:SPS,
author = "Roland Pulch and Florian Augustin",
title = "Stability Preservation in Stochastic {Galerkin}
Projections of Dynamical Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "634--651",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1142223",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Clason:2019:GMB,
author = "Christian Clason and Tapio Helin and Remo Kretschmann
and Petteri Piiroinen",
title = "Generalized Modes in {Bayesian} Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "652--684",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1191804",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Aristoff:2019:GPR,
author = "David Aristoff",
title = "Generalizing Parallel Replica Dynamics: Trajectory
Fragments, Asynchronous Computing, and {PDMPs}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "685--719",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1177792",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Sun:2019:ESD,
author = "Furong Sun and Robert B. Gramacy and Benjamin Haaland
and Earl Lawrence and Andrew Walker",
title = "Emulating Satellite Drag from Large Simulation
Experiments",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "720--759",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1170157",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Ayi:2019:AAP,
author = "Nathalie Ayi and Erwan Faou",
title = "Analysis of an Asymptotic Preserving Scheme for
Stochastic Linear Kinetic Equations in the Diffusion
Limit",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "2",
pages = "760--785",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1175641",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:55 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Muller:2019:BPC,
author = "Christopher M{\"u}ller and Sebastian Ullmann and Jens
Lang",
title = "A {Bramble--Pasciak} Conjugate Gradient Method for
Discrete {Stokes} Equations with Random Viscosity",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "787--805",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1163920",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Scott:2019:AZR,
author = "James M. Scott and M. Paul Laiu and Cory D. Hauck",
title = "Analysis of the Zero Relaxation Limit of Hyperbolic
Balance Laws with Random Initial Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "806--837",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1226683",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Vernon:2019:KBE,
author = "Ian Vernon and Samuel E. Jackson and Jonathan A.
Cumming",
title = "Known Boundary Emulation of Complex Computer Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "838--876",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1164457",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Zahr:2019:EGC,
author = "Matthew J. Zahr and Kevin T. Carlberg and Drew P.
Kouri",
title = "An Efficient, Globally Convergent Method for
Optimization Under Uncertainty Using Adaptive Model
Reduction and Sparse Grids",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "877--912",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1220996",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Herrmann:2019:UQS,
author = "Lukas Herrmann and Christoph Schwab and Jakob Zech",
title = "Uncertainty Quantification for Spectral Fractional
Diffusion: Sparsity Analysis of Parametric Solutions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "913--947",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1176063",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Khristenko:2019:ABE,
author = "U. Khristenko and L. Scarabosio and P. Swierczynski
and E. Ullmann and B. Wohlmuth",
title = "Analysis of Boundary Effects on {PDE-Based} Sampling
of {Whittle--Mat{\'e}rn} Random Fields",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "948--974",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1215700",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Swigon:2019:IJD,
author = "David Swigon and Shelby R. Stanhope and Sven Zenker
and Jonathan E. Rubin",
title = "On the Importance of the {Jacobian} Determinant in
Parameter Inference for Random Parameter and Random
Measurement Error Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "975--1006",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1114405",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Dasgupta:2019:FPE,
author = "Agnimitra Dasgupta and Debraj Ghosh",
title = "Failure Probability Estimation of Linear Time Varying
Systems by Progressive Refinement of Reduced Order
Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "1007--1028",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1165840",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Dematteis:2019:EEQ,
author = "Giovanni Dematteis and Tobias Grafke and Eric
Vanden-Eijnden",
title = "Extreme Event Quantification in Dynamical Systems with
Random Components",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "1029--1059",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1211003",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Rabitti:2019:SOI,
author = "Giovanni Rabitti and Emanuele Borgonovo",
title = "A {Shapley--Owen} Index for Interaction
Quantification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "1060--1075",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1221801",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Motamed:2019:FSP,
author = "Mohammad Motamed",
title = "Fuzzy-Stochastic Partial Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "1076--1104",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1140017",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Saibaba:2019:EMB,
author = "Arvind K. Saibaba and Johnathan Bardsley and D. Andrew
Brown and Alen Alexanderian",
title = "Efficient Marginalization-Based {MCMC} Methods for
Hierarchical {Bayesian} Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "3",
pages = "1105--1131",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1220625",
ISSN = "2166-2525",
bibdate = "Wed Oct 9 18:27:57 MDT 2019",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Tan:2019:GPM,
author = "Matthias H. Y. Tan",
title = "{Gaussian} Process Modeling of Finite Element Models
with Functional Inputs",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1133--1161",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1112942",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Gunzburger:2019:EFR,
author = "M. Gunzburger and T. Iliescu and M. Mohebujjaman and
M. Schneier",
title = "An Evolve-Filter-Relax Stabilized Reduced Order
Stochastic Collocation Method for the Time-Dependent
{Navier--Stokes} Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1162--1184",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1221618",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Hosseini:2019:TMH,
author = "Bamdad Hosseini",
title = "Two {Metropolis--Hastings} Algorithms for Posterior
Measures with Non-{Gaussian} Priors in Infinite
Dimensions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1185--1223",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1183017",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Hart:2019:RSI,
author = "Joseph L. Hart and Pierre A. Gremaud",
title = "Robustness of the {Sobol'} Indices to Marginal
Distribution Uncertainty",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1224--1244",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M123387X",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Zhang:2019:SDA,
author = "Ru Zhang and C. Devon Lin and Pritam Ranjan",
title = "A Sequential Design Approach for Calibrating Dynamic
Computer Simulators",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1245--1274",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1224544",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Lee:2019:LRS,
author = "Kookjin Lee and Howard C. Elman and Bedrich
Soused{\'\i}k",
title = "A Low-Rank Solver for the {Navier--Stokes} Equations
with Uncertain Viscosity",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1275--1300",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/17M1151912",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Seshadri:2019:DRG,
author = "Pranay Seshadri and Shaowu Yuchi and Geoffrey T.
Parks",
title = "Dimension Reduction via {Gaussian} Ridge Functions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1301--1322",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1168571",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Mycek:2019:MMC,
author = "Paul Mycek and Matthias {De Lozzo}",
title = "Multilevel {Monte Carlo} Covariance Estimation for the
Computation of {Sobol'} Indices",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1323--1348",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1216389",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Vondrejc:2019:ACC,
author = "Jaroslav Vondrejc and Hermann G. Matthies",
title = "Accurate Computation of Conditional Expectation for
Highly Nonlinear Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1349--1368",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1196674",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{BenSalem:2019:GPB,
author = "Malek {Ben Salem} and Fran{\c{c}}ois Bachoc and
Olivier Roustant and Fabrice Gamboa and Lionel Tomaso",
title = "{Gaussian} Process-Based Dimension Reduction for
Goal-Oriented Sequential Design",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1369--1397",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1167930",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Dodwell:2019:EHM,
author = "T. J. Dodwell and C. Ketelsen and R. Scheichl and A.
L. Teckentrup",
title = "{ERRATUM}: {A Hierarchical Multilevel Markov Chain
Monte Carlo Algorithm with Applications to Uncertainty
Quantification in Subsurface Flow}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "7",
number = "4",
pages = "1398--1399",
month = "????",
year = "2019",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1278089",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:10 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
note = "See \cite{Dodwell:2015:HMM}.",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2019",
}
@Article{Volodina:2020:DDN,
author = "Victoria Volodina and Daniel Williamson",
title = "Diagnostics-Driven Nonstationary Emulators Using
Kernel Mixtures",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "1--26",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M124438X",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Rahman:2020:SCE,
author = "Sharif Rahman",
title = "A Spline Chaos Expansion",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "27--57",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1239702",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Pembery:2020:HER,
author = "O. R. Pembery and E. A. Spence",
title = "The {Helmholtz} Equation in Random Media:
Well-Posedness and A Priori Bounds",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "58--87",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M119327X",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Kubinova:2020:BPS,
author = "Marie Kub{\'\i}nov{\'a} and Ivana Pultarov{\'a}",
title = "Block Preconditioning of Stochastic {Galerkin}
Problems: New Two-sided Guaranteed Spectral Bounds",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "88--113",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M125902X",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Prescott:2020:MAB,
author = "Thomas P. Prescott and Ruth E. Baker",
title = "Multifidelity Approximate {Bayesian} Computation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "114--138",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1229742",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{vandenBos:2020:GNQ,
author = "Laurent van den Bos and Benjamin Sanderse and Wim
Bierbooms and Gerard van Bussel",
title = "Generating Nested Quadrature Rules with Positive
Weights based on Arbitrary Sample Sets",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "139--169",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1213373",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Constantinescu:2020:STI,
author = "Emil M. Constantinescu and No{\'e}mi Petra and Julie
Bessac and Cosmin G. Petra",
title = "Statistical Treatment of Inverse Problems Constrained
by Differential Equations-Based Models with Stochastic
Terms",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "170--197",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M122073X",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Fillion:2020:IEK,
author = "Anthony Fillion and Marc Bocquet and Serge Gratton and
Selime G{\"u}rol and Pavel Sakov",
title = "An Iterative Ensemble {Kalman} Smoother in Presence of
Additive Model Error",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "198--228",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1244147",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Spiliopoulos:2020:IGA,
author = "Konstantinos Spiliopoulos",
title = "Information Geometry for Approximate {Bayesian}
Computation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "229--260",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M123284X",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Ditkowski:2020:DEU,
author = "Adi Ditkowski and Gadi Fibich and Amir Sagiv",
title = "Density Estimation in Uncertainty Propagation Problems
Using a Surrogate Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "261--300",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1205959",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Aylwin:2020:DUQ,
author = "Ruben Aylwin and Carlos Jerez-Hanckes and Christoph
Schwab and Jakob Zech",
title = "Domain Uncertainty Quantification in Computational
Electromagnetics",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "301--341",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1239374",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Giordano:2020:BMT,
author = "Matteo Giordano and Hanne Kekkonen",
title = "{Bernstein--von Mises} Theorems and Uncertainty
Quantification for Linear Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "342--373",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1226269",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Nickl:2020:CRP,
author = "Richard Nickl and Sara van de Geer and Sven Wang",
title = "Convergence Rates for Penalized Least Squares
Estimators in {PDE} Constrained Regression Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "374--413",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1236137",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Abdulle:2020:BNH,
author = "Assyr Abdulle and Andrea {Di Blasio}",
title = "A {Bayesian} Numerical Homogenization Method for
Elliptic Multiscale Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "414--450",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1187891",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Latz:2020:WPB,
author = "Jonas Latz",
title = "On the Well-posedness of {Bayesian} Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "451--482",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1247176",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Crisan:2020:SAS,
author = "Dan Crisan and Alberto L{\'o}pez-Yela and Joaquin
Miguez",
title = "Stable Approximation Schemes for Optimal Filters",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "1",
pages = "483--509",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1255410",
ISSN = "2166-2525",
bibdate = "Thu May 28 10:28:12 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Heas:2020:SRM,
author = "P. H{\'e}as",
title = "Selecting Reduced Models in the Cross-Entropy Method",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "511--538",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1192500",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Birrell:2020:UQM,
author = "Jeremiah Birrell and Luc Rey-Bellet",
title = "Uncertainty Quantification for {Markov} Processes via
Variational Principles and Functional Inequalities",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "539--572",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1237429",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Osthus:2020:PCA,
author = "Dave Osthus and Jeffrey D. Hyman and Satish Karra and
Nishant Panda and Gowri Srinivasan",
title = "A Probabilistic Clustering Approach for Identifying
Primary Subnetworks of Discrete Fracture Networks with
Quantified Uncertainty",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "573--600",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1279265",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Schaden:2020:MBL,
author = "Daniel Schaden and Elisabeth Ullmann",
title = "On Multilevel Best Linear Unbiased Estimators",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "601--635",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1263534",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Ren:2020:CIM,
author = "Kui Ren and Sarah Vall{\'e}lian",
title = "Characterizing Impacts of Model Uncertainties in
Quantitative Photoacoustics",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "636--667",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1231341",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Heinkenschloss:2020:ARO,
author = "Matthias Heinkenschloss and Boris Kramer and Timur
Takhtaganov",
title = "Adaptive Reduced-Order Model Construction for
Conditional Value-at-Risk Estimation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "668--692",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1257433",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Broto:2020:VRE,
author = "Baptiste Broto and Fran{\c{c}}ois Bachoc and Marine
Depecker",
title = "Variance Reduction for Estimation of {Shapley} Effects
and Adaptation to Unknown Input Distribution",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "693--716",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1234631",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Hung:2020:LID,
author = "Ying-Chao Hung and George Michailidis and Horace
PakHai Lok",
title = "Locating Infinite Discontinuities in Computer
Experiments",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "717--747",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1209076",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Dolz:2020:HOP,
author = "J{\"u}rgen D{\"o}lz",
title = "A Higher Order Perturbation Approach for
Electromagnetic Scattering Problems on Random Domains",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "748--774",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1274365",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Roustant:2020:GKG,
author = "Olivier Roustant and Esp{\'e}ran Padonou and Yves
Deville and Alo{\"\i}s Cl{\'e}ment and Guillaume Perrin
and Jean Giorla and Henry Wynn",
title = "Group Kernels for {Gaussian} Process Metamodels with
Categorical Inputs",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "775--806",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1209386",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Severino:2020:UQU,
author = "Gerardo Severino and Salvatore Cuomo",
title = "Uncertainty Quantification of Unsteady Flows Generated
by Line-Sources Through Heterogeneous Geological
Formations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "2",
pages = "807--825",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1288966",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:49 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Mukherjee:2020:OCB,
author = "Arpan Mukherjee and Rahul Rai and Puneet Singla and
Tarunraj Singh and Abani Patra",
title = "Overlapping Clustering Based Technique for Scalable
Uncertainty Quantification in Physical Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "827--859",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1200567",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Bulthuis:2020:MQB,
author = "Kevin Bulthuis and Frank Pattyn and Maarten Arnst",
title = "A Multifidelity Quantile-Based Approach for Confidence
Sets of Random Excursion Sets with Application to
Ice-Sheet Dynamics",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "860--890",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1280466",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Tan:2020:BOE,
author = "Matthias H. Y. Tan",
title = "{Bayesian} Optimization of Expected Quadratic Loss for
Multiresponse Computer Experiments with Internal
Noise",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "891--925",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1272676",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Karvonen:2020:MLE,
author = "Toni Karvonen and George Wynne and Filip Tronarp and
Chris Oates and Simo S{\"a}rkk{\"a}",
title = "Maximum Likelihood Estimation and Uncertainty
Quantification for {Gaussian} Process Approximation of
Deterministic Functions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "926--958",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1315968",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Pronzato:2020:BQE,
author = "Luc Pronzato and Anatoly Zhigljavsky",
title = "{Bayesian} Quadrature, Energy Minimization, and
Space-Filling Design",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "959--1011",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1210332",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Moosmuller:2020:GAT,
author = "Caroline Moosm{\"u}ller and Felix Dietrich and Ioannis
G. Kevrekidis",
title = "A Geometric Approach to the Transport of Discontinuous
Densities",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1012--1035",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1275760",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Borggaard:2020:BAE,
author = "Jeff Borggaard and Nathan Glatt-Holtz and Justin
Krometis",
title = "A {Bayesian} Approach to Estimating Background Flows
from a Passive Scalar",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1036--1060",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1267544",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Crepey:2020:UQS,
author = "S. Cr{\'e}pey and G. Fort and E. Gobet and U.
Stazhynski",
title = "Uncertainty Quantification for Stochastic
Approximation Limits Using Chaos Expansion",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1061--1089",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1178517",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Taghvaei:2020:DMB,
author = "Amirhossein Taghvaei and Prashant G. Mehta and Sean P.
Meyn",
title = "Diffusion Map-based Algorithm for Gain Function
Approximation in the Feedback Particle Filter",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1090--1117",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M124513X",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Yang:2020:RCM,
author = "Lun Yang and Peng Wang and Daniel M. Tartakovsky",
title = "Resource-Constrained Model Selection for Uncertainty
Propagation and Data Assimilation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1118--1138",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1263376",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Dinner:2020:SGV,
author = "Aaron R. Dinner and Erik H. Thiede and Brian {Van
Koten} and Jonathan Weare",
title = "Stratification as a General Variance Reduction Method
for {Markov Chain Monte Carlo}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1139--1188",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M122964X",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Eigel:2020:ASG,
author = "Martin Eigel and Manuel Marschall and Michael
Multerer",
title = "An Adaptive Stochastic {Galerkin} Tensor Train
Discretization for Randomly Perturbed Domains",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1189--1214",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1246080",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Wen:2020:DMP,
author = "Linjie Wen and Jiangqi Wu and Linjun Lu and Jinglai
Li",
title = "A Defensive Marginal Particle Filtering Method for
Data Assimilation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1215--1235",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1237430",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Hironaka:2020:MMC,
author = "Tomohiko Hironaka and Michael B. Giles and Takashi
Goda and Howard Thom",
title = "Multilevel {Monte Carlo} Estimation of the Expected
Value of Sample Information",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "3",
pages = "1236--1259",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1284981",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:52 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Mignolet:2020:CPC,
author = "Marc Mignolet and Christian Soize",
title = "Compressed Principal Component Analysis of
Non-{Gaussian} Vectors",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1261--1286",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1322029",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Rumsey:2020:DMU,
author = "Kellin Rumsey and Gabriel Huerta and Justin Brown and
Lauren Hund",
title = "Dealing with Measurement Uncertainties as Nuisance
Parameters in {Bayesian} Model Calibration",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1287--1309",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1283707",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Teckentrup:2020:CGP,
author = "Aretha L. Teckentrup",
title = "Convergence of {Gaussian} Process Regression with
Estimated Hyper-Parameters and Applications in
{Bayesian} Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1310--1337",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1284816",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Yu:2020:INE,
author = "Yang Yu and Ning Zhang and Daniel W. Apley and Wenxin
Jiang",
title = "Including a Nugget Effect in Lifted {Brownian}
Covariance Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1338--1357",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1255252",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Ma:2020:OBA,
author = "Pulong Ma",
title = "Objective {Bayesian} Analysis of a Cokriging Model for
Hierarchical Multifidelity Codes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1358--1382",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1289893",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Cotter:2020:TMA,
author = "Simon L. Cotter and Ioannis G. Kevrekidis and Paul T.
Russell",
title = "Transport Map Accelerated Adaptive Importance
Sampling, and Application to Inverse Problems Arising
from Multiscale Stochastic Reaction Networks",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1383--1413",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1239416",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Harlim:2020:KMB,
author = "John Harlim and Daniel Sanz-Alonso and Ruiyi Yang",
title = "Kernel Methods for {Bayesian} Elliptic Inverse
Problems on Manifolds",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1414--1445",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1295222",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Cotter:2020:PFS,
author = "Colin Cotter and Dan Crisan and Darryl D. Holm and Wei
Pan and Igor Shevchenko",
title = "A Particle Filter for Stochastic Advection by {Lie}
Transport: a Case Study for the Damped and Forced
Incompressible Two-Dimensional {Euler} Equation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1446--1492",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1277606",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Li:2020:SAB,
author = "Qin Li and Jian-Guo Liu and Ruiwen Shu",
title = "Sensitivity Analysis of {Burgers}' Equation with
Shocks",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1493--1521",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1211763",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Tuo:2020:IRC,
author = "Rui Tuo and Yan Wang and C. F. Jeff Wu",
title = "On the Improved Rates of Convergence for
{Mat{\'e}rn}-Type Kernel Ridge Regression with
Application to Calibration of Computer Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1522--1547",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1304222",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Chen:2020:ICC,
author = "Nan Chen",
title = "An Information Criterion for Choosing Observation
Locations in Data Assimilation and Prediction",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "8",
number = "4",
pages = "1548--1573",
month = "????",
year = "2020",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1278235",
ISSN = "2166-2525",
bibdate = "Fri Mar 12 10:13:54 MST 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2020",
}
@Article{Lu:2021:ARL,
author = "Shuai Lu and Pingping Niu and Frank Werner",
title = "On the Asymptotical Regularization for Linear Inverse
Problems in Presence of White Noise",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "1--28",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1330841",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Bardsley:2021:OBM,
author = "Johnathan M. Bardsley and Tiangang Cui",
title = "Optimization-Based {Markov} Chain {Monte Carlo}
Methods for Nonlinear Hierarchical Statistical Inverse
Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "29--64",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1318365",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Koley:2021:MMC,
author = "Ujjwal Koley and Deep Ray and Tanmay Sarkar",
title = "Multilevel {Monte Carlo} Finite Difference Methods for
Fractional Conservation Laws with Random Data",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "65--105",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1279447",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Ganesh:2021:QMC,
author = "M. Ganesh and Frances Y. Kuo and Ian H. Sloan",
title = "Quasi-{Monte Carlo} Finite Element Analysis for Wave
Propagation in Heterogeneous Random Media",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "106--134",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1334164",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Dobson:2021:UCM,
author = "Matthew Dobson and Yao Li and Jiayu Zhai",
title = "Using Coupling Methods to Estimate Sample Quality of
Stochastic Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "135--162",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1312009",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Alexanderian:2021:ODL,
author = "Alen Alexanderian and Noemi Petra and Georg Stadler
and Isaac Sunseri",
title = "Optimal Design of Large-scale {Bayesian} Linear
Inverse Problems Under Reducible Model Uncertainty:
Good to Know What You Don't Know",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "163--184",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1347292",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Hadji:2021:CWT,
author = "Amine Hadji and Botond Szab{\'o}",
title = "Can We Trust {Bayesian} Uncertainty Quantification
from {Gaussian} Process Priors with Squared Exponential
Covariance Kernel?",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "185--230",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1253010",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Li:2021:RMD,
author = "Wenyu Li and Arun Hegde and James Oreluk and Andrew
Packard and Michael Frenklach",
title = "Representing Model Discrepancy in Bound-to-Bound Data
Collaboration",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "231--259",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1270185",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Sinsbeck:2021:SDC,
author = "Michael Sinsbeck and Emily Cooke and Wolfgang Nowak",
title = "Sequential Design of Computer Experiments for the
Computation of {Bayesian} Model Evidence",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "260--279",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1320432",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Abdellah:2021:DER,
author = "Amal {Ben Abdellah} and Pierre L'Ecuyer and Art B.
Owen and Florian Puchhammer",
title = "Density Estimation by Randomized Quasi-{Monte Carlo}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "280--301",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1259213",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/prng.bib;
http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Matsuda:2021:EOD,
author = "Takeru Matsuda and Yuto Miyatake",
title = "Estimation of Ordinary Differential Equation Models
with Discretization Error Quantification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "1",
pages = "302--331",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1278405",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:36 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Xiao:2021:EEI,
author = "Qian Xiao and Abhyuday Mandal and C. Devon Lin and
Xinwei Deng",
title = "{EzGP}: Easy-to-Interpret {Gaussian} Process Models
for Computer Experiments with Both Quantitative and
Qualitative Factors",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "333--353",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1288462",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Guth:2021:QMC,
author = "Philipp A. Guth and Vesa Kaarnioja and Frances Y. Kuo
and Claudia Schillings and Ian H. Sloan",
title = "A Quasi-{Monte Carlo} Method for Optimal Control Under
Uncertainty",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "354--383",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1294952",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Hoang:2021:MMC,
author = "Viet Ha Hoang and Jia Hao Quek and Christoph Schwab",
title = "Multilevel {Markov} Chain {Monte Carlo} for {Bayesian}
Inversion of Parabolic Partial Differential Equations
under {Gaussian} Prior",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "384--419",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1354714",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Omre:2021:BSI,
author = "Henning Omre and Kjartan Rimstad",
title = "{Bayesian} Spatial Inversion and Conjugate Selection
{Gaussian} Prior Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "420--445",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1302995",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Reich:2021:FPP,
author = "Sebastian Reich and Simon Weissmann",
title = "{Fokker--Planck} Particle Systems for {Bayesian}
Inference: Computational Approaches",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "446--482",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1303162",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Sun:2021:RSD,
author = "Wenbo Sun and Matthew Plumlee and Jingwen Hu and
Jionghua (Judy) Jin",
title = "Robust System Design with Limited Experimental Data
and an Inexact Simulation Model",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "483--506",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1316287",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Belomestny:2021:VRD,
author = "Denis Belomestny and Leonid Iosipoi and Eric Moulines
and Alexey Naumov and Sergey Samsonov",
title = "Variance Reduction for Dependent Sequences with
Applications to Stochastic Gradient {MCMC}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "507--535",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1301199",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Zhao:2021:LBM,
author = "Weifeng Zhao and Juntao Huang and Wen-An Yong",
title = "Lattice {Boltzmann} Method for Stochastic
Convection--Diffusion Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "536--563",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1270665",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Blanchard:2021:OWO,
author = "Antoine Blanchard and Themistoklis Sapsis",
title = "Output-Weighted Optimal Sampling for {Bayesian}
Experimental Design and Uncertainty Quantification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "564--592",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1347486",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Luthen:2021:SPC,
author = "Nora L{\"u}then and Stefano Marelli and Bruno Sudret",
title = "Sparse Polynomial Chaos Expansions: Literature Survey
and Benchmark",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "593--649",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1315774",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Hu:2021:UQB,
author = "Jingwei Hu and Lorenzo Pareschi and Yubo Wang",
title = "Uncertainty Quantification for the {BGK} Model of the
{Boltzmann} Equation Using Multilevel Variance Reduced
{Monte Carlo} Methods",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "650--680",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1331846",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Lucini:2021:MEE,
author = "Mar{\'\i}a Magdalena Lucini and Peter Jan van Leeuwen
and Manuel Pulido",
title = "Model Error Estimation Using the Expectation
Maximization Algorithm and a Particle Flow Filter",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "681--707",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1297300",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Owen:2021:EEA,
author = "Art B. Owen and Christopher Hoyt",
title = "Efficient Estimation of the {ANOVA} Mean Dimension,
with an Application to Neural Net Classification",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "708--730",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1350236",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Rao:2021:ECE,
author = "Vishwas Rao and Mihai Anitescu",
title = "Efficient Computation of Extreme Excursion
Probabilities for Dynamical Systems through {Rice}'s
Formula",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "731--762",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1308177",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Chada:2021:UID,
author = "Neil K. Chada and Jordan Franks and Ajay Jasra and
Kody J. Law and Matti Vihola",
title = "Unbiased Inference for Discretely Observed Hidden
{Markov} Model Diffusions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "763--787",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M131549X",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Prescott:2021:MAB,
author = "Thomas P. Prescott and Ruth E. Baker",
title = "Multifidelity Approximate {Bayesian} Computation with
Sequential {Monte Carlo} Parameter Sampling",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "788--817",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1316160",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Uribe:2021:CEB,
author = "Felipe Uribe and Iason Papaioannou and Youssef M.
Marzouk and Daniel Straub",
title = "Cross-Entropy-Based Importance Sampling with
Failure-Informed Dimension Reduction for Rare Event
Simulation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "818--847",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1344585",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Djurdjevac:2021:LPP,
author = "Ana Djurdjevac",
title = "Linear Parabolic Problems in Random Moving Domains",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "848--879",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1284889",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Fort:2021:GSA,
author = "Jean-Claude Fort and Thierry Klein and Agn{\`e}s
Lagnoux",
title = "Global Sensitivity Analysis and {Wasserstein} Spaces",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "880--921",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1354957",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Jadamba:2021:COF,
author = "Baasansuren Jadamba and Akhtar A. Khan and Miguel Sama
and Hans-Jorg Starkloff and Christiane Tammer",
title = "A Convex Optimization Framework for the Inverse
Problem of Identifying a Random Parameter in a
Stochastic Partial Differential Equation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "2",
pages = "922--952",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1323953",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:38 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Schaden:2021:AAM,
author = "Daniel Schaden and Elisabeth Ullmann",
title = "Asymptotic Analysis of Multilevel Best Linear Unbiased
Estimators",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "953--978",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1321607",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Martin:2021:PCO,
author = "Matthieu Martin and Fabio Nobile",
title = "{PDE}-Constrained Optimal Control Problems with
Uncertain Parameters using {SAGA}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "979--1012",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/18M1224076",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Hao:2021:NAO,
author = "Zhaopeng Hao and Zhongqiang Zhang",
title = "Numerical Approximation of Optimal Convergence for
Fractional Elliptic Equations with Additive Fractional
{Gaussian} Noise",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1013--1033",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1374286",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Drovandi:2021:SMH,
author = "Christopher Drovandi and David J. Nott and Daniel E.
Pagendam",
title = "A Semiautomatic Method for History Matching Using
Sequential {Monte Carlo}",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1034--1063",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1286694",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Braverman:2021:PHU,
author = "Amy Braverman and Jonathan Hobbs and Joaquim Teixeira
and Michael Gunson",
title = "Post hoc Uncertainty Quantification for Remote Sensing
Observing Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1064--1093",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1304283",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Easley:2021:HOU,
author = "Deanna C. Easley and Tyrus Berry",
title = "A Higher Order Unscented Transform",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1094--1131",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M135546X",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Broto:2021:GLA,
author = "Baptiste Broto and Fran{\c{c}}ois Bachoc and Marine
Depecker and Jean-Marc Martinez",
title = "{Gaussian} Linear Approximation for the Estimation of
the {Shapley} Effects",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1132--1151",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1342884",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Resseguier:2021:QTR,
author = "Valentin Resseguier and Agustin M. Picard and Etienne
Memin and Bertrand Chapron",
title = "Quantifying Truncation-Related Uncertainties in
Unsteady Fluid Dynamics Reduced Order Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1152--1183",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1354819",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Bespalov:2021:TLP,
author = "Alex Bespalov and Dirk Praetorius and Michele
Ruggeri",
title = "Two-Level a Posteriori Error Estimation for Adaptive
Multilevel Stochastic {Galerkin} Finite Element
Method",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1184--1216",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1342586",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Fang:2021:ISP,
author = "Wei Fang and Mike B. Giles",
title = "Importance Sampling for Pathwise Sensitivity of
Stochastic Chaotic Systems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1217--1241",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1352454",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Branicki:2021:LUQ,
author = "Michal Branicki and Kenneth Uda",
title = "{Lagrangian} Uncertainty Quantification and
Information Inequalities for Stochastic Flows",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1242--1313",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1263133",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Patel:2021:GBP,
author = "Dhruv V. Patel and Assad A. Oberai",
title = "{GAN}-Based Priors for Quantifying Uncertainty in
Supervised Learning",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "3",
pages = "1314--1343",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1354210",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:40 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Zhu:2021:ESS,
author = "Xujia Zhu and Bruno Sudret",
title = "Emulation of Stochastic Simulators Using Generalized
Lambda Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1345--1380",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1337302",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Chen:2021:TAC,
author = "Peng Chen and Omar Ghattas",
title = "{Taylor} Approximation for Chance Constrained
Optimization Problems Governed by Partial Differential
Equations with High-Dimensional Random Parameters",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1381--1410",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1381381",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Plischke:2021:CSE,
author = "Elmar Plischke and Giovanni Rabitti and Emanuele
Borgonovo",
title = "Computing {Shapley} Effects for Sensitivity Analysis",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1411--1437",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1304738",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Ettehad:2021:ICO,
author = "Mahmood Ettehad and Simon Foucart",
title = "Instances of Computational Optimal Recovery: Dealing
with Observation Errors",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1438--1456",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1328476",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Birmpa:2021:UQM,
author = "Panagiota Birmpa and Markos A. Katsoulakis",
title = "Uncertainty Quantification for {Markov} Random
Fields",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1457--1498",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1374614",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Dunlop:2021:SGP,
author = "Matthew M. Dunlop and Yunan Yang",
title = "Stability of {Gibbs} Posteriors from the {Wasserstein}
Loss for {Bayesian} Full Waveform Inversion",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1499--1526",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1334218",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Xie:2021:NBF,
author = "Wei Xie and Cheng Li and Yuefeng Wu and Pu Zhang",
title = "A Nonparametric {Bayesian} Framework for Uncertainty
Quantification in Stochastic Simulation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1527--1552",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1345517",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Jin:2021:SPS,
author = "Bangti Jin and Zehui Zhou and Jun Zou",
title = "On the Saturation Phenomenon of Stochastic Gradient
Descent for Linear Inverse Problems",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1553--1588",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1374456",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Dette:2021:RKH,
author = "Holger Dette and Anatoly A. Zhigljavsky",
title = "Reproducing Kernel {Hilbert} Spaces, Polynomials, and
the Classical Moment Problem",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1589--1614",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/21M1394965",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Ming:2021:LGP,
author = "Deyu Ming and Serge Guillas",
title = "Linked {Gaussian} Process Emulation for Systems of
Computer Models Using {Mat{\'e}rn} Kernels and Adaptive
Design",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1615--1642",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1323771",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Cockayne:2021:PGF,
author = "Jonathan Cockayne and Andrew Duncan",
title = "Probabilistic Gradients for Fast Calibration of
Differential Equation Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1643--1672",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1364424",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Mazo:2021:TBE,
author = "Gildas Mazo",
title = "A Trade-Off Between Explorations and Repetitions for
Estimators of Two Global Sensitivity Indices in
Stochastic Models Induced by Probability Measures",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "9",
number = "4",
pages = "1673--1713",
month = "????",
year = "2021",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/19M1272706",
ISSN = "2166-2525",
bibdate = "Wed Jan 19 06:35:42 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
onlinedate = "January 2021",
}
@Article{Bhatnagar:2022:CMC,
author = "Saumya Bhatnagar and Won Chang and Seonjin Kim and
Jiali Wang",
title = "Computer Model Calibration with Time Series Data Using
Deep Learning and Quantile Regression",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "1--26",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1382581",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1382581",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Barr:2022:GKM,
author = "John Barr and Herschel Rabitz",
title = "A Generalized Kernel Method for Global Sensitivity
Analysis",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "27--54",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1354829",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1354829",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Sharrock:2022:JOP,
author = "Louis Sharrock and Nikolas Kantas",
title = "Joint Online Parameter Estimation and Optimal Sensor
Placement for the Partially Observed Stochastic
Advection--Diffusion Equation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "55--95",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1375073",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1375073",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Minh:2022:FSA,
author = "H{\`a} Quang Minh",
title = "Finite Sample Approximations of Exact and Entropic
{Wasserstein} Distances Between Covariance Operators
and {Gaussian} Processes",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "96--124",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/21M1410488",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1410488",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Francom:2022:LWE,
author = "Devin Francom and Bruno Sans{\'o} and Ana Kupresanin",
title = "Landmark-Warped Emulators for Models with Misaligned
Functional Response",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "125--150",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M135279X",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M135279X",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Portone:2022:BIU,
author = "Teresa Portone and Robert D. Moser",
title = "{Bayesian} Inference of an Uncertain Generalized
Diffusion Operator",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "151--178",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/21M141659X",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M141659X",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Altmeyer:2022:PES,
author = "Randolf Altmeyer and Till Bretschneider and Josef
Jan{\'a}k and Markus Rei{\ss}",
title = "Parameter Estimation in an {SPDE} Model for Cell
Repolarization",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "179--199",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1373347",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1373347",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Giles:2022:ANM,
author = "Michael Giles and Oliver Sheridan-Methven",
title = "Analysis of Nested Multilevel {Monte Carlo} Using
Approximate Normal Random Variables",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "200--226",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/21M1399385",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1399385",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Cohen:2022:NRM,
author = "Albert Cohen and Wolfgang Dahmen and Olga Mula and
James Nichols",
title = "Nonlinear Reduced Models for State and Parameter
Estimation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "227--267",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1380818",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1380818",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Oughton:2022:IVE,
author = "Rachel H. Oughton and Michael Goldstein and John C. P.
Hemmings",
title = "Intermediate Variable Emulation: Using Internal
Processes in Simulators to Build More Informative
Emulators",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "268--293",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1370902",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1370902",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Mohammadi:2022:CVB,
author = "Hossein Mohammadi and Peter Challenor and Daniel
Williamson and Marc Goodfellow",
title = "{Cross-Validation--based} Adaptive Sampling for
{Gaussian} Process Models",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "294--316",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/21M1404260",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1404260",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Wagner:2022:EKF,
author = "Fabian Wagner and I. Papaioannou and E. Ullmann",
title = "The Ensemble {Kalman} Filter for Rare Event
Estimation",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "317--349",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/21M1404119",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1404119",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Wilson:2022:VCM,
author = "Amy L. Wilson and Michael Goldstein and Chris J.
Dent",
title = "Varying Coefficient Models and Design Choice for
{Bayes} Linear Emulation of Complex Computer Models
with Limited Model Evaluations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "350--378",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1318560",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1318560",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Broto:2022:BDC,
author = "Baptiste Broto and Fran{\c{c}}ois Bachoc and Laura
Clouvel and Jean-Marc Martinez",
title = "Block-Diagonal Covariance Estimation and Application
to the {Shapley} Effects in Sensitivity Analysis",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "379--403",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1358839",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1358839",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Rahman:2022:SDD,
author = "Sharif Rahman and Ramin Jahanbin",
title = "A Spline Dimensional Decomposition for Uncertainty
Quantification in High Dimensions",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "404--438",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1364175",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1364175",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Sawko:2022:EGC,
author = "Robert Sawko and Ma{\l}gorzata J. Zimo'n",
title = "Effective Generation of Compressed Stationary
{Gaussian} Fields",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "439--452",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1375541",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1375541",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Brehier:2022:SRC,
author = "Charles-Edouard Br{\'e}hier and David Cohen",
title = "Strong Rates of Convergence of a Splitting Scheme for
{Schr{\"o}dinger} Equations with Nonlocal Interaction
Cubic Nonlinearity and White Noise Dispersion",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "453--480",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1378168",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1378168",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Chen:2022:AAP,
author = "Jialei Chen and Zhehui Chen and Chuck Zhang and C. F.
Jeff Wu",
title = "{APIK}: Active Physics-Informed Kriging Model with
Partial Differential Equations",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "481--506",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1389285",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1389285",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
@Article{Bergou:2022:SLM,
author = "El Houcine Bergou and Youssef Diouane and Vyacheslav
Kungurtsev and Cl{\'e}ment W. Royer",
title = "A Stochastic {Levenberg--Marquardt} Method Using
Random Models with Complexity Results",
journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF,
volume = "10",
number = "1",
pages = "507--536",
month = "????",
year = "2022",
CODEN = "SJUQA3",
DOI = "https://doi.org/10.1137/20M1366253",
ISSN = "2166-2525",
bibdate = "Thu Apr 14 12:18:51 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1366253",
acknowledgement = ack-nhfb,
fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification",
journal-URL = "http://epubs.siam.org/loi/sjuqa3",
}
