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@article{DBLP:journals/juq/AbdulleB20,
  author    = {Assyr Abdulle and
               Andrea Di Blasio},
  title     = {A Bayesian Numerical Homogenization Method for Elliptic Multiscale
               Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {414--450},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1187891},
  doi       = {10.1137/18M1187891},
  timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AbdulleB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AylwinJSZ20,
  author    = {Rub{\'{e}}n Aylwin and
               Carlos Jerez{-}Hanckes and
               Christoph Schwab and
               Jakob Zech},
  title     = {Domain Uncertainty Quantification in Computational Electromagnetics},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {301--341},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1239374},
  doi       = {10.1137/19M1239374},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AylwinJSZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BirrellR20,
  author    = {Jeremiah Birrell and
               Luc Rey{-}Bellet},
  title     = {Uncertainty Quantification for Markov Processes via Variational Principles
               and Functional Inequalities},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {539--572},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1237429},
  doi       = {10.1137/19M1237429},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BirrellR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BosSBB20,
  author    = {Laurent M. M. van den Bos and
               Benjamin Sanderse and
               Wim Bierbooms and
               G. J. W. van Bussel},
  title     = {Generating Nested Quadrature Rules with Positive Weights based on
               Arbitrary Sample Sets},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {139--169},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1213373},
  doi       = {10.1137/18M1213373},
  timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BosSBB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BrotoBD20,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {693--716},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1234631},
  doi       = {10.1137/18M1234631},
  timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BrotoBD20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ConstantinescuP20,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {170--197},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M122073X},
  doi       = {10.1137/18M122073X},
  timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ConstantinescuP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CrisanLM20,
  author    = {Dan Crisan and
               Alberto L{\'{o}}pez{-}Yela and
               Joaqu{\'{\i}}n M{\'{\i}}guez},
  title     = {Stable Approximation Schemes for Optimal Filters},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {483--509},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1255410},
  doi       = {10.1137/19M1255410},
  timestamp = {Fri, 22 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/CrisanLM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DitkowskiFS20,
  author    = {Adi Ditkowski and
               Gadi Fibich and
               Amir Sagiv},
  title     = {Density Estimation in Uncertainty Propagation Problems Using a Surrogate
               Model},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {261--300},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1205959},
  doi       = {10.1137/18M1205959},
  timestamp = {Fri, 22 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DitkowskiFS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Dolz20,
  author    = {J{\"{u}}rgen D{\"{o}}lz},
  title     = {A Higher Order Perturbation Approach for Electromagnetic Scattering
               Problems on Random Domains},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {748--774},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1274365},
  doi       = {10.1137/19M1274365},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Dolz20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FillionBGGS20,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {198--228},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1244147},
  doi       = {10.1137/19M1244147},
  timestamp = {Fri, 22 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/FillionBGGS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GiordanoK20,
  author    = {Matteo Giordano and
               Hanne Kekkonen},
  title     = {Bernstein-von Mises Theorems and Uncertainty Quantification for Linear
               Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {342--373},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1226269},
  doi       = {10.1137/18M1226269},
  timestamp = {Fri, 22 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GiordanoK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Heas20,
  author    = {Patrick H{\'{e}}as},
  title     = {Selecting Reduced Models in the Cross-Entropy Method},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {511--538},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1192500},
  doi       = {10.1137/18M1192500},
  timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Heas20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeinkenschlossK20,
  author    = {Matthias Heinkenschloss and
               Boris Kramer and
               Timur Takhtaganov},
  title     = {Adaptive Reduced-Order Model Construction for Conditional Value-at-Risk
               Estimation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {668--692},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1257433},
  doi       = {10.1137/19M1257433},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HeinkenschlossK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HungML20,
  author    = {Ying{-}Chao Hung and
               George Michailidis and
               Horace PakHai Lok},
  title     = {Locating Infinite Discontinuities in Computer Experiments},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {717--747},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1209076},
  doi       = {10.1137/18M1209076},
  timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HungML20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KubinovaP20,
  author    = {Marie Kub{\'{\i}}nov{\'{a}} and
               Ivana Pultarov{\'{a}}},
  title     = {Block Preconditioning of Stochastic Galerkin Problems: New Two-sided
               Guaranteed Spectral Bounds},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {88--113},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M125902X},
  doi       = {10.1137/19M125902X},
  timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KubinovaP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Latz20,
  author    = {Jonas Latz},
  title     = {On the Well-posedness of Bayesian Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {451--482},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1247176},
  doi       = {10.1137/19M1247176},
  timestamp = {Fri, 22 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Latz20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NicklGW20,
  author    = {Richard Nickl and
               Sara A. van de Geer and
               Sven Wang},
  title     = {Convergence Rates for Penalized Least Squares Estimators in {PDE}
               Constrained Regression Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {374--413},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1236137},
  doi       = {10.1137/18M1236137},
  timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/NicklGW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OsthusHKPS20,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {573--600},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1279265},
  doi       = {10.1137/19M1279265},
  timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/OsthusHKPS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PemberyS20,
  author    = {Owen R. Pembery and
               Euan A. Spence},
  title     = {The Helmholtz Equation in Random Media: Well-Posedness and {A} Priori
               Bounds},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {58--87},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M119327X},
  doi       = {10.1137/18M119327X},
  timestamp = {Thu, 28 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PemberyS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PrescottB20,
  author    = {Thomas P. Prescott and
               Ruth E. Baker},
  title     = {Multifidelity Approximate Bayesian Computation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {114--138},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1229742},
  doi       = {10.1137/18M1229742},
  timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PrescottB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Rahman20,
  author    = {Sharif Rahman},
  title     = {A Spline Chaos Expansion},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {27--57},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1239702},
  doi       = {10.1137/19M1239702},
  timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Rahman20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RenV20,
  author    = {Kui Ren and
               Sarah Vall{\'{e}}lian},
  title     = {Characterizing Impacts of Model Uncertainties in Quantitative Photoacoustics},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {636--667},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1231341},
  doi       = {10.1137/18M1231341},
  timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/RenV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RoustantPDCPGW20,
  author    = {Olivier Roustant and
               Esperan 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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {775--806},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M1209386},
  doi       = {10.1137/18M1209386},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/RoustantPDCPGW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SchadenU20,
  author    = {Daniel Schaden and
               Elisabeth Ullmann},
  title     = {On Multilevel Best Linear Unbiased Estimators},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {601--635},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1263534},
  doi       = {10.1137/19M1263534},
  timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SchadenU20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SeverinoC20,
  author    = {Gerardo Severino and
               Salvatore Cuomo},
  title     = {Uncertainty Quantification of Unsteady Flows Generated by Line-Sources
               Through Heterogeneous Geological Formations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {2},
  pages     = {807--825},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M1288966},
  doi       = {10.1137/19M1288966},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SeverinoC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Spiliopoulos20,
  author    = {Konstantinos Spiliopoulos},
  title     = {Information Geometry for Approximate Bayesian Computation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {229--260},
  year      = {2020},
  url       = {https://doi.org/10.1137/18M123284X},
  doi       = {10.1137/18M123284X},
  timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Spiliopoulos20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/VolodinaW20,
  author    = {Victoria Volodina and
               Daniel Williamson},
  title     = {Diagnostics-Driven Nonstationary Emulators Using Kernel Mixtures},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {8},
  number    = {1},
  pages     = {1--26},
  year      = {2020},
  url       = {https://doi.org/10.1137/19M124438X},
  doi       = {10.1137/19M124438X},
  timestamp = {Fri, 22 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/VolodinaW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Adelmann19,
  author    = {Andreas Adelmann},
  title     = {On Nonintrusive Uncertainty Quantification and Surrogate Model Construction
               in Particle Accelerator Modeling},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {383--416},
  year      = {2019},
  url       = {https://doi.org/10.1137/16M1061928},
  doi       = {10.1137/16M1061928},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Adelmann19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Aristoff19,
  author    = {David Aristoff},
  title     = {Generalizing Parallel Replica Dynamics: Trajectory Fragments, Asynchronous
               Computing, and PDMPs},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {685--719},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1177792},
  doi       = {10.1137/18M1177792},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Aristoff19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AyiF19,
  author    = {Nathalie Ayi and
               Erwan Faou},
  title     = {Analysis of an Asymptotic Preserving Scheme for Stochastic Linear
               Kinetic Equations in the Diffusion Limit},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {760--785},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1175641},
  doi       = {10.1137/18M1175641},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AyiF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BarelV19,
  author    = {Andreas Van Barel and
               Stefan Vandewalle},
  title     = {Robust Optimization of PDEs with Random Coefficients Using a Multilevel
               Monte Carlo Method},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {174--202},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1155892},
  doi       = {10.1137/17M1155892},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BarelV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CerouDGR19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {1--30},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1187477},
  doi       = {10.1137/18M1187477},
  timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/CerouDGR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ClasonHKP19,
  author    = {Christian Clason and
               Tapio Helin and
               Remo Kretschmann and
               Petteri Piiroinen},
  title     = {Generalized Modes in Bayesian Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {652--684},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1191804},
  doi       = {10.1137/18M1191804},
  timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/ClasonHKP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ColemanLSWMK19,
  author    = {Kayla D. Coleman and
               Allison Lewis and
               Ralph C. Smith and
               Brian Williams and
               Max D. Morris and
               Bassam Khuwaileh},
  title     = {Gradient-Free Construction of Active Subspaces for Dimension Reduction
               in Complex Models with Applications to Neutronics},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {117--142},
  year      = {2019},
  url       = {https://doi.org/10.1137/16M1075119},
  doi       = {10.1137/16M1075119},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ColemanLSWMK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CotterCR19,
  author    = {Colin J. Cotter and
               Simon L. Cotter and
               Paul Russell},
  title     = {Ensemble Transport Adaptive Importance Sampling},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {444--471},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1114867},
  doi       = {10.1137/17M1114867},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/CotterCR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DasguptaG19,
  author    = {Agnimitra Dasgupta and
               Debraj Ghosh},
  title     = {Failure Probability Estimation of Linear Time Varying Systems by Progressive
               Refinement of Reduced Order Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {1007--1028},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1165840},
  doi       = {10.1137/18M1165840},
  timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DasguptaG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DematteisGV19,
  author    = {Giovanni Dematteis and
               Tobias Grafke and
               Eric Vanden{-}Eijnden},
  title     = {Extreme Event Quantification in Dynamical Systems with Random Components},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {1029--1059},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1211003},
  doi       = {10.1137/18M1211003},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DematteisGV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DetommasoDS19,
  author    = {Gianluca Detommaso and
               Tim J. Dodwell and
               Robert Scheichl},
  title     = {Continuous Level Monte Carlo and Sample-Adaptive Model Hierarchies},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {93--116},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1172259},
  doi       = {10.1137/18M1172259},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DetommasoDS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DodwellKST19,
  author    = {Tim J. Dodwell and
               Christian Ketelsen and
               Robert Scheichl and
               Aretha L. Teckentrup},
  title     = {{ERRATUM:} {A} Hierarchical Multilevel Markov Chain Monte Carlo Algorithm
               with Applications to Uncertainty Quantification in Subsurface Flow},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1398--1399},
  year      = {2019},
  url       = {https://doi.org/10.1137/19M1278089},
  doi       = {10.1137/19M1278089},
  timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/DodwellKST19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DolgovS19,
  author    = {Sergey Dolgov and
               Robert Scheichl},
  title     = {A Hybrid Alternating Least Squares-TT-Cross Algorithm for Parametric
               PDEs},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {260--291},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1138881},
  doi       = {10.1137/17M1138881},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DolgovS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GilesH19,
  author    = {Michael B. Giles and
               Abdul{-}Lateef Haji{-}Ali},
  title     = {Multilevel Nested Simulation for Efficient Risk Estimation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {497--525},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1173186},
  doi       = {10.1137/18M1173186},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GilesH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GrigoK19,
  author    = {Constantin Grigo and
               Phaedon{-}Stelios Koutsourelakis},
  title     = {Bayesian Model and Dimension Reduction for Uncertainty Propagation:
               Applications in Random Media},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {292--323},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1155867},
  doi       = {10.1137/17M1155867},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GrigoK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GunzburgerIMS19,
  author    = {Max D. Gunzburger and
               Traian Iliescu and
               Muhammad Mohebujjaman and
               Michael Schneier},
  title     = {An Evolve-Filter-Relax Stabilized Reduced Order Stochastic Collocation
               Method for the Time-Dependent Navier-Stokes Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1162--1184},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1221618},
  doi       = {10.1137/18M1221618},
  timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/GunzburgerIMS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HartBC19,
  author    = {Joseph L. Hart and
               Julie Bessac and
               Emil M. Constantinescu},
  title     = {Global Sensitivity Analysis for Statistical Model Parameters},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {67--92},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1161397},
  doi       = {10.1137/17M1161397},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HartBC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HartG19,
  author    = {Joseph L. Hart and
               Pierre A. Gremaud},
  title     = {Robustness of the Sobol' Indices to Marginal Distribution Uncertainty},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1224--1244},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M123387X},
  doi       = {10.1137/18M123387X},
  timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/HartG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HerrmannSZ19,
  author    = {Lukas Herrmann and
               Christoph Schwab and
               Jakob Zech},
  title     = {Uncertainty Quantification for Spectral Fractional Diffusion: Sparsity
               Analysis of Parametric Solutions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {913--947},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1176063},
  doi       = {10.1137/18M1176063},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HerrmannSZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Hosseini19,
  author    = {Bamdad Hosseini},
  title     = {Two Metropolis-Hastings Algorithms for Posterior Measures with Non-Gaussian
               Priors in Infinite Dimensions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1185--1223},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1183017},
  doi       = {10.1137/18M1183017},
  timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/Hosseini19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Iza-TeranG19,
  author    = {Rodrigo Iza{-}Teran and
               Jochen Garcke},
  title     = {A Geometrical Method for Low-Dimensional Representations of Simulations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {472--496},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1154205},
  doi       = {10.1137/17M1154205},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Iza-TeranG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KahleLLU19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {526--552},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1210034},
  doi       = {10.1137/18M1210034},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KahleLLU19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KhristenkoSSUW19,
  author    = {Ustim Khristenko and
               Laura Scarabosio and
               Piotr Swierczynski and
               Elisabeth Ullmann and
               Barbara I. Wohlmuth},
  title     = {Analysis of Boundary Effects on PDE-Based Sampling of Whittle-Mat{\'{e}}rn
               Random Fields},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {948--974},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1215700},
  doi       = {10.1137/18M1215700},
  timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/KhristenkoSSUW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Lee19,
  author    = {Minyong R. Lee},
  title     = {Modified Active Subspaces Using the Average of Gradients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {53--66},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1140662},
  doi       = {10.1137/17M1140662},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Lee19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LeeES19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1275--1300},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1151912},
  doi       = {10.1137/17M1151912},
  timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/LeeES19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Motamed19,
  author    = {Mohammad Motamed},
  title     = {Fuzzy-Stochastic Partial Differential Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {1076--1104},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1140017},
  doi       = {10.1137/17M1140017},
  timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Motamed19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MullerUL19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {787--805},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1163920},
  doi       = {10.1137/18M1163920},
  timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/MullerUL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MycekL19,
  author    = {Paul Mycek and
               Matthias De Lozzo},
  title     = {Multilevel Monte Carlo Covariance Estimation for the Computation of
               Sobol' Indices},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1323--1348},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1216389},
  doi       = {10.1137/18M1216389},
  timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/MycekL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NuskenP19,
  author    = {Nikolas N{\"{u}}sken and
               Grigorios A. Pavliotis},
  title     = {Constructing Sampling Schemes via Coupling: Markov Semigroups and
               Optimal Transport},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {324--382},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M119896X},
  doi       = {10.1137/18M119896X},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/NuskenP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OsthusWHW19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {604--633},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1158860},
  doi       = {10.1137/17M1158860},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/OsthusWHW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Peherstorfer19,
  author    = {Benjamin Peherstorfer},
  title     = {Multifidelity Monte Carlo Estimation with Adaptive Low-Fidelity Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {579--603},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1159208},
  doi       = {10.1137/17M1159208},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Peherstorfer19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PerryKNW19,
  author    = {Daniel J. Perry and
               Robert M. Kirby and
               Akil C. Narayan and
               Ross T. Whitaker},
  title     = {Allocation Strategies for High Fidelity Models in the Multifidelity
               Regime},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {203--231},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1144714},
  doi       = {10.1137/17M1144714},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PerryKNW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PulchA19,
  author    = {Roland Pulch and
               Florian Augustin},
  title     = {Stability Preservation in Stochastic Galerkin Projections of Dynamical
               Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {634--651},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1142223},
  doi       = {10.1137/17M1142223},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PulchA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RabittiB19,
  author    = {Giovanni Rabitti and
               Emanuele Borgonovo},
  title     = {A Shapley-Owen Index for Interaction Quantification},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {1060--1075},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1221801},
  doi       = {10.1137/18M1221801},
  timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/RabittiB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RosarioLI19,
  author    = {Zachary del Rosario and
               Minyong Lee and
               Gianluca Iaccarino},
  title     = {Lurking Variable Detection via Dimensional Analysis},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {232--259},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1155508},
  doi       = {10.1137/17M1155508},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/RosarioLI19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SaibabaBBA19,
  author    = {Arvind K. Saibaba and
               Johnathan M. Bardsley and
               D. Andrew Brown and
               Alen Alexanderian},
  title     = {Efficient Marginalization-Based {MCMC} Methods for Hierarchical Bayesian
               Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {1105--1131},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1220625},
  doi       = {10.1137/18M1220625},
  timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/SaibabaBBA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SalemBRGT19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1369--1397},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1167930},
  doi       = {10.1137/18M1167930},
  timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SalemBRGT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ScottLH19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {806--837},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1226683},
  doi       = {10.1137/18M1226683},
  timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ScottLH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SeshadriYP19,
  author    = {Pranay Seshadri and
               Henry Shaowu Yuchi and
               Geoffrey T. Parks},
  title     = {Dimension Reduction via Gaussian Ridge Functions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1301--1322},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1168571},
  doi       = {10.1137/18M1168571},
  timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/SeshadriYP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SpagnolRV19,
  author    = {Adrien Spagnol and
               Rodolphe Le Riche and
               S{\'{e}}bastien Da Veiga},
  title     = {Global Sensitivity Analysis for Optimization with Variable Selection},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {417--443},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1167978},
  doi       = {10.1137/18M1167978},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SpagnolRV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SunGHLW19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {720--759},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1170157},
  doi       = {10.1137/18M1170157},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SunGHLW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SwigonSZR19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {975--1006},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1114405},
  doi       = {10.1137/17M1114405},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SwigonSZR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Tan19,
  author    = {Matthias H. Y. Tan},
  title     = {Gaussian Process Modeling of Finite Element Models with Functional
               Inputs},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1133--1161},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1112942},
  doi       = {10.1137/17M1112942},
  timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/Tan19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Tuo19,
  author    = {Rui Tuo},
  title     = {Adjustments to Computer Models via Projected Kernel Calibration},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {2},
  pages     = {553--578},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1128769},
  doi       = {10.1137/17M1128769},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Tuo19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/VernonJC19,
  author    = {Ian R. Vernon and
               Samuel E. Jackson and
               Jonathan A. Cumming},
  title     = {Known Boundary Emulation of Complex Computer Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {838--876},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1164457},
  doi       = {10.1137/18M1164457},
  timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/VernonJC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/VondrejcM19,
  author    = {Jaroslav Vondrejc and
               Hermann G. Matthies},
  title     = {Accurate Computation of Conditional Expectation for Highly Nonlinear
               Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1349--1368},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1196674},
  doi       = {10.1137/18M1196674},
  timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/VondrejcM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/XuSW19,
  author    = {Wanting Xu and
               Michael L. Stein and
               Ian Wisher},
  title     = {Modeling and Predicting Chaotic Circuit Data},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {31--52},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1142387},
  doi       = {10.1137/17M1142387},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/XuSW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/YamadaY19,
  author    = {Toshihiro Yamada and
               Kenta Yamamoto},
  title     = {Second Order Discretization of Bismut-Elworthy-Li Formula: Application
               to Sensitivity Analysis},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {1},
  pages     = {143--173},
  year      = {2019},
  url       = {https://doi.org/10.1137/17M1142399},
  doi       = {10.1137/17M1142399},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/YamadaY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZahrCK19,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {3},
  pages     = {877--912},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1220996},
  doi       = {10.1137/18M1220996},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ZahrCK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhangLR19,
  author    = {Ru Zhang and
               C. Devon Lin and
               Pritam Ranjan},
  title     = {A Sequential Design Approach for Calibrating Dynamic Computer Simulators},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {7},
  number    = {4},
  pages     = {1245--1274},
  year      = {2019},
  url       = {https://doi.org/10.1137/18M1224544},
  doi       = {10.1137/18M1224544},
  timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/ZhangLR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0004MT18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1198--1223},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1142004},
  doi       = {10.1137/17M1142004},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/0004MT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AbdulleAV18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {937--964},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1145859},
  doi       = {10.1137/17M1145859},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AbdulleAV18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AdcockBJN18,
  author    = {Ben Adcock and
               Anyi Bao and
               John D. Jakeman and
               Akil C. Narayan},
  title     = {Compressed Sensing with Sparse Corruptions: Fault-Tolerant Sparse
               Collocation Approximations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1424--1453},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M112590X},
  doi       = {10.1137/17M112590X},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AdcockBJN18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Ballester-Ripoll18,
  author    = {Rafael Ballester{-}Ripoll and
               Enrique G. Paredes and
               Renato Pajarola},
  title     = {Tensor Algorithms for Advanced Sensitivity Metrics},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1172--1197},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1160252},
  doi       = {10.1137/17M1160252},
  timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/Ballester-Ripoll18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Barajas-SolanoT18,
  author    = {David A. Barajas{-}Solano and
               Alexandre M. Tartakovsky},
  title     = {Probability and Cumulative Density Function Methods for the Stochastic
               Advection-Reaction Equation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {180--212},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1109163},
  doi       = {10.1137/16M1109163},
  timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/Barajas-SolanoT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BarthS18,
  author    = {Andrea Barth and
               Andreas Stein},
  title     = {A Study of Elliptic Partial Differential Equations with Jump Diffusion
               Coefficients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1707--1743},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1148888},
  doi       = {10.1137/17M1148888},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BarthS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BennerQS18,
  author    = {Peter Benner and
               Yue Qiu and
               Martin Stoll},
  title     = {Low-Rank Eigenvector Compression of Posterior Covariance Matrices
               for Linear Gaussian Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {965--989},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1121342},
  doi       = {10.1137/17M1121342},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BennerQS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BertozziLSZ18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {568--595},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1134214},
  doi       = {10.1137/17M1134214},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BertozziLSZ18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BeskosJLMZ18,
  author    = {Alexandros Beskos and
               Ajay Jasra and
               Kody J. H. Law and
               Youssef M. Marzouk and
               Yan Zhou},
  title     = {Multilevel Sequential Monte Carlo with Dimension-Independent Likelihood-Informed
               Proposals},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {762--786},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1120993},
  doi       = {10.1137/17M1120993},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BeskosJLMZ18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BespalovR18,
  author    = {Alex Bespalov and
               Leonardo Rocchi},
  title     = {Efficient Adaptive Algorithms for Elliptic PDEs with Random Data},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {243--272},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1139928},
  doi       = {10.1137/17M1139928},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BespalovR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Binev0MN18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1101--1126},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1157635},
  doi       = {10.1137/17M1157635},
  timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/Binev0MN18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BlanchardHR18,
  author    = {Gilles Blanchard and
               Marc Hoffmann and
               Markus Rei{\ss}},
  title     = {Optimal Adaptation for Early Stopping in Statistical Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1043--1075},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1154096},
  doi       = {10.1137/17M1154096},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BlanchardHR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BorgonovoMP18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {397--427},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1088545},
  doi       = {10.1137/16M1088545},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BorgonovoMP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BousquetKM18,
  author    = {Nicolas Bousquet and
               Thierry Klein and
               Vincent Moutoussamy},
  title     = {Approximation of Limit State Surfaces in Monotonic Monte Carlo Settings,
               with Applications to Classification},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {1--33},
  year      = {2018},
  url       = {https://doi.org/10.1137/15M1015091},
  doi       = {10.1137/15M1015091},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BousquetKM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BrownSV18,
  author    = {D. Andrew Brown and
               Arvind K. Saibaba and
               Sarah Vall{\'{e}}lian},
  title     = {Low-Rank Independence Samplers in Hierarchical Bayesian Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1076--1100},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1137218},
  doi       = {10.1137/17M1137218},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BrownSV18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChaudhryBE18,
  author    = {Jehanzeb Hameed Chaudhry and
               Nathanial Burch and
               Donald J. Estep},
  title     = {Efficient Distribution Estimation and Uncertainty Quantification for
               Elliptic Problems on Domains with Stochastic Boundaries},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1127--1150},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M112230X},
  doi       = {10.1137/17M112230X},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ChaudhryBE18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ConradDMPS18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {339--373},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1084080},
  doi       = {10.1137/16M1084080},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ConradDMPS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CrociGRF18,
  author    = {Matteo Croci and
               Michael B. Giles and
               Marie E. Rognes and
               Patrick E. Farrell},
  title     = {Efficient White Noise Sampling and Coupling for Multilevel Monte Carlo
               with Nonnested Meshes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1630--1655},
  year      = {2018},
  url       = {https://doi.org/10.1137/18M1175239},
  doi       = {10.1137/18M1175239},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/CrociGRF18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DEliaEHPR18,
  author    = {M. D'Elia and
               H. Carter Edwards and
               Jonathan J. Hu and
               Eric T. Phipps and
               Sivasankaran Rajamanickam},
  title     = {Ensemble Grouping Strategies for Embedded Stochastic Collocation Methods
               Applied to Anisotropic Diffusion Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {87--117},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1066324},
  doi       = {10.1137/16M1066324},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DEliaEHPR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DamblinBKPP18,
  author    = {Guillaume Damblin and
               Pierre Barbillon and
               Merlin Keller and
               Alberto Pasanisi and
               Eric C. Parent},
  title     = {Adaptive Numerical Designs for the Calibration of Computer Codes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {151--179},
  year      = {2018},
  url       = {https://doi.org/10.1137/15M1033162},
  doi       = {10.1137/15M1033162},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DamblinBKPP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DjurdjevacEKR18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1656--1684},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1149547},
  doi       = {10.1137/17M1149547},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DjurdjevacEKR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DurantePP18,
  author    = {Joseph Durante and
               Raj Patel and
               Warren B. Powell},
  title     = {Scenario Generation Methods that Replicate Crossing Times in Spatially
               Distributed Stochastic Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {596--626},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1120555},
  doi       = {10.1137/17M1120555},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DurantePP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FadikarHCLVM18,
  author    = {Arindam Fadikar and
               Dave Higdon and
               Jiangzhuo Chen and
               Bryan L. Lewis and
               Srinivasan Venkatramanan and
               Madhav Marathe},
  title     = {Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1685--1706},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1161233},
  doi       = {10.1137/17M1161233},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/FadikarHCLVM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GamboaKL18,
  author    = {Fabrice Gamboa and
               Thierry Klein and
               Agn{\`{e}}s Lagnoux},
  title     = {Sensitivity Analysis Based on Cram{\'{e}}r-von Mises Distance},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {522--548},
  year      = {2018},
  url       = {https://doi.org/10.1137/15M1025621},
  doi       = {10.1137/15M1025621},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GamboaKL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GantnerP18,
  author    = {Robert N. Gantner and
               M. D. Peters},
  title     = {Higher-Order Quasi-Monte Carlo for Bayesian Shape Inversion},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {707--736},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1096116},
  doi       = {10.1137/16M1096116},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GantnerP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GilesB18,
  author    = {Michael B. Giles and
               Francisco Bernal},
  title     = {Multilevel Estimation of Expected Exit Times and Other Functionals
               of Stopped Diffusions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1454--1474},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1116660},
  doi       = {10.1137/17M1116660},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GilesB18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GrudzienCB18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1335--1363},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M114073X},
  doi       = {10.1137/17M114073X},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GrudzienCB18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GuW18,
  author    = {Mengyang Gu and
               Long Wang},
  title     = {Scaled Gaussian Stochastic Process for Computer Model Calibration
               and Prediction},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1555--1583},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1159890},
  doi       = {10.1137/17M1159890},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GuW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HaalandWM18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {497--521},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1131210},
  doi       = {10.1137/17M1131210},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HaalandWM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HallK18,
  author    = {Eric Joseph Hall and
               Markos A. Katsoulakis},
  title     = {Robust Information Divergences for Model-Form Uncertainty Arising
               from Sparse Data in Random {PDE}},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1364--1394},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1143344},
  doi       = {10.1137/17M1143344},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HallK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeC18,
  author    = {Xu He and
               Peter Chien},
  title     = {On the Instability Issue of Gradient-Enhanced Gaussian Process Emulators
               for Computer Experiments},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {627--644},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1088247},
  doi       = {10.1137/16M1088247},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HeC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HegdeLOPF18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {429--456},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1110005},
  doi       = {10.1137/16M1110005},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HegdeLOPF18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeinkenschlossK18,
  author    = {Matthias Heinkenschloss and
               Boris Kramer and
               Timur Takhtaganov and
               Karen Willcox},
  title     = {Conditional-Value-at-Risk Estimation via Reduced-Order Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1395--1423},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1160069},
  doi       = {10.1137/17M1160069},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HeinkenschlossK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeitzingerLPR18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1019--1042},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1127375},
  doi       = {10.1137/17M1127375},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HeitzingerLPR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeitzingerPR18,
  author    = {Clemens Heitzinger and
               Gudmund Pammer and
               Stefan Rigger},
  title     = {Cubature Formulas for Multisymmetric Functions and Applications to
               Stochastic Partial Differential Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {213--242},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1125418},
  doi       = {10.1137/17M1125418},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HeitzingerPR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HoussineauB18,
  author    = {Jeremie Houssineau and
               Adrian N. Bishop},
  title     = {Smoothing and Filtering with a Class of Outer Measures},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {845--866},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1124383},
  doi       = {10.1137/17M1124383},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HoussineauB18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuKZ18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {34--60},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1094762},
  doi       = {10.1137/16M1094762},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HuKZ18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuKZ18a,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {61--86},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1094774},
  doi       = {10.1137/16M1094774},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HuKZ18a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuanSSVLON18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {907--936},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1141096},
  doi       = {10.1137/17M1141096},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HuanSSVLON18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KamilisP18,
  author    = {Dimitris Kamilis and
               Nick Polydorides},
  title     = {Uncertainty Quantification for Low-Frequency, Time-Harmonic Maxwell
               Equations with Stochastic Conductivity Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1295--1334},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1156010},
  doi       = {10.1137/17M1156010},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KamilisP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KouriS18,
  author    = {Drew P. Kouri and
               Thomas M. Surowiec},
  title     = {Existence and Optimality Conditions for Risk-Averse PDE-Constrained
               Optimization},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {787--815},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1086613},
  doi       = {10.1137/16M1086613},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KouriS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KrumscheidN18,
  author    = {Sebastian Krumscheid and
               Fabio Nobile},
  title     = {Multilevel Monte Carlo Approximation of Functions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1256--1293},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1135566},
  doi       = {10.1137/17M1135566},
  timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KrumscheidN18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KyzyurovaBW18,
  author    = {Ksenia N. Kyzyurova and
               James O. Berger and
               Robert L. Wolpert},
  title     = {Coupling Computer Models through Linking Their Statistical Emulators},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1151--1171},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1157702},
  doi       = {10.1137/17M1157702},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KyzyurovaBW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LeeCE18,
  author    = {Kookjin Lee and
               Kevin Carlberg and
               Howard C. Elman},
  title     = {Stochastic Least-Squares Petrov-Galerkin Method for Parameterized
               Linear Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {374--396},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1110729},
  doi       = {10.1137/17M1110729},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/LeeCE18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LeeS18,
  author    = {Kookjin Lee and
               Bedrich Soused{\'{\i}}k},
  title     = {Inexact Methods for Symmetric Stochastic Eigenvalue Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1744--1776},
  year      = {2018},
  url       = {https://doi.org/10.1137/18M1176026},
  doi       = {10.1137/18M1176026},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/LeeS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LieST18,
  author    = {Han Cheng Lie and
               Timothy John Sullivan and
               Aretha L. Teckentrup},
  title     = {Random Forward Models and Log-Likelihoods in Bayesian Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1600--1629},
  year      = {2018},
  url       = {https://doi.org/10.1137/18M1166523},
  doi       = {10.1137/18M1166523},
  timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/LieST18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Lopez-LoperaBDR18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {1224--1255},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1153157},
  doi       = {10.1137/17M1153157},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Lopez-LoperaBDR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MarminGBL18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {991--1018},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1129179},
  doi       = {10.1137/17M1129179},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MarminGBL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Morris18,
  author    = {Max D. Morris},
  title     = {Decomposing Functional Model Inputs for Variance-Based Sensitivity
               Analysis},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1584--1599},
  year      = {2018},
  url       = {https://doi.org/10.1137/18M1173058},
  doi       = {10.1137/18M1173058},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Morris18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MorrisonOM18,
  author    = {Rebecca E. Morrison and
               Todd A. Oliver and
               Robert D. Moser},
  title     = {Representing Model Inadequacy: {A} Stochastic Operator Approach},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {457--496},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1106419},
  doi       = {10.1137/16M1106419},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MorrisonOM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NaneT18,
  author    = {Erkan Nane and
               Nguyen Huy Tuan},
  title     = {Approximate Solutions of Inverse Problems for Nonlinear Space Fractional
               Diffusion Equations with Randomly Perturbed Data},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {302--338},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1111139},
  doi       = {10.1137/17M1111139},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/NaneT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ParnoM18,
  author    = {Matthew D. Parno and
               Youssef M. Marzouk},
  title     = {Transport Map Accelerated Markov Chain Monte Carlo},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {645--682},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1134640},
  doi       = {10.1137/17M1134640},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ParnoM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PeherstorferKW18,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {737--761},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1122992},
  doi       = {10.1137/17M1122992},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PeherstorferKW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/QianPOVW18,
  author    = {Elizabeth Qian and
               Benjamin Peherstorfer and
               Daniel O'Malley and
               Velimir V. Vesselinov and
               Karen Willcox},
  title     = {Multifidelity Monte Carlo Estimation of Variance and Sensitivity Indices},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {683--706},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1151006},
  doi       = {10.1137/17M1151006},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/QianPOVW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Rahman18,
  author    = {Sharif Rahman},
  title     = {Mathematical Properties of Polynomial Dimensional Decomposition},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {816--844},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1109382},
  doi       = {10.1137/16M1109382},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Rahman18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RimM18,
  author    = {Donsub Rim and
               Kyle T. Mandli},
  title     = {Displacement Interpolation Using Monotone Rearrangement},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1503--1531},
  year      = {2018},
  url       = {https://doi.org/10.1137/18M1168315},
  doi       = {10.1137/18M1168315},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/RimM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RimML18,
  author    = {Donsub Rim and
               Scott Moe and
               Randall J. LeVeque},
  title     = {Transport Reversal for Model Reduction of Hyperbolic Partial Differential
               Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {118--150},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1113679},
  doi       = {10.1137/17M1113679},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/RimML18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Sanz-Alonso18,
  author    = {Daniel Sanz{-}Alonso},
  title     = {Importance Sampling and Necessary Sample Size: An Information Theory
               Approach},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {867--879},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1093549},
  doi       = {10.1137/16M1093549},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Sanz-Alonso18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ShulkindHA18,
  author    = {Gal Shulkind and
               Lior Horesh and
               Haim Avron},
  title     = {Experimental Design for Nonparametric Correction of Misspecified Dynamical
               Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {880--906},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1128435},
  doi       = {10.1137/17M1128435},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ShulkindHA18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ThorbergssonH18,
  author    = {Leifur Thorbergsson and
               Giles Hooker},
  title     = {Experimental Design for Partially Observed Markov Decision Processes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {2},
  pages     = {549--567},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1084924},
  doi       = {10.1137/16M1084924},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ThorbergssonH18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TipireddyST18,
  author    = {Ramakrishna Tipireddy and
               Panos Stinis and
               Alexandre M. Tartakovsky},
  title     = {Stochastic Basis Adaptation and Spatial Domain Decomposition for Partial
               Differential Equations with Random Coefficients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {1},
  pages     = {273--301},
  year      = {2018},
  url       = {https://doi.org/10.1137/16M1097134},
  doi       = {10.1137/16M1097134},
  timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/TipireddyST18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TorloBR18,
  author    = {Davide Torlo and
               Francesco Ballarin and
               Gianluigi Rozza},
  title     = {Stabilized Weighted Reduced Basis Methods for Parametrized Advection
               Dominated Problems with Random Inputs},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1475--1502},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1163517},
  doi       = {10.1137/17M1163517},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/TorloBR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/YangLT18,
  author    = {Xiu Yang and
               Weixuan Li and
               Alexandre M. Tartakovsky},
  title     = {Sliced-Inverse-Regression-Aided Rotated Compressive Sensing Method
               for Uncertainty Quantification},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {4},
  pages     = {1532--1554},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1148955},
  doi       = {10.1137/17M1148955},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/YangLT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0016QR17,
  author    = {Peng Chen and
               Alfio Quarteroni and
               Gianluigi Rozza},
  title     = {Reduced Basis Methods for Uncertainty Quantification},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {813--869},
  year      = {2017},
  url       = {https://doi.org/10.1137/151004550},
  doi       = {10.1137/151004550},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/0016QR17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AbdullePV17,
  author    = {Assyr Abdulle and
               Grigorios A. Pavliotis and
               U. Vaes},
  title     = {Spectral Methods for Multiscale Stochastic Differential Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {720--761},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1094117},
  doi       = {10.1137/16M1094117},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AbdullePV17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AckooijH17,
  author    = {Wim van Ackooij and
               Ren{\'{e}} Henrion},
  title     = {(Sub-)Gradient Formulae for Probability Functions of Random Inequality
               Systems under Gaussian Distribution},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {63--87},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1061308},
  doi       = {10.1137/16M1061308},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AckooijH17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AlexanderianPSG17,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1166--1192},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M106306X},
  doi       = {10.1137/16M106306X},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AlexanderianPSG17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AliUH17,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {466--492},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M109870X},
  doi       = {10.1137/16M109870X},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AliUH17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AndrianakisMVMO17,
  author    = {Ioannis Andrianakis and
               Nicky McCreesh and
               Ian R. 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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {694--719},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1093008},
  doi       = {10.1137/16M1093008},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/AndrianakisMVMO17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BectLV17,
  author    = {Julien Bect and
               Ling Li and
               Emmanuel V{\'{a}}zquez},
  title     = {Bayesian Subset Simulation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {762--786},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1078276},
  doi       = {10.1137/16M1078276},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BectLV17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Binev0DDPW17,
  author    = {Peter Binev and
               Albert Cohen and
               Wolfgang Dahmen and
               Ronald A. DeVore and
               Guergana Petrova and
               Przemyslaw Wojtaszczyk},
  title     = {Data Assimilation in Reduced Modeling},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1--29},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1025384},
  doi       = {10.1137/15M1025384},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Binev0DDPW17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BocquetGACGJ17,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {304--333},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1068712},
  doi       = {10.1137/16M1068712},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/BocquetGACGJ17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CallahanCS17,
  author    = {Margaret Callahan and
               Daniela Calvetti and
               Erkki Somersalo},
  title     = {Beyond the Model Limit: Parameter Inference Across Scales},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {665--693},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M105505X},
  doi       = {10.1137/15M105505X},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/CallahanCS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CesmeliogluSD17,
  author    = {Ay{\c{c}}il {\c{C}}esmelioglu and
               Meiqi Song and
               Dorin Drignei},
  title     = {Physics-Based Kriging Surrogates for a Class of Finite Element Codes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {870--889},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1092489},
  doi       = {10.1137/16M1092489},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/CesmeliogluSD17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChenLW17,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {598--620},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1008774},
  doi       = {10.1137/15M1008774},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ChenLW17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DuS17,
  author    = {Hailiang Du and
               Leonard A. Smith},
  title     = {Rising Above Chaotic Likelihoods},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {246--258},
  year      = {2017},
  url       = {https://doi.org/10.1137/140988784},
  doi       = {10.1137/140988784},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DuS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FajraouiMS17,
  author    = {Noura Fajraoui and
               Stefano Marelli and
               Bruno Sudret},
  title     = {Sequential Design of Experiment for Sparse Polynomial Chaos Expansions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1061--1085},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1103488},
  doi       = {10.1137/16M1103488},
  timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/FajraouiMS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GriebelR17,
  author    = {Michael Griebel and
               Christian Rieger},
  title     = {Reproducing Kernel Hilbert Spaces for Parametric Partial Differential
               Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {111--137},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1026870},
  doi       = {10.1137/15M1026870},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GriebelR17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Grigoriu17,
  author    = {Mircea Grigoriu},
  title     = {Estimates of System Response Maxima by Extreme Value Theory and Surrogate
               Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {922--955},
  year      = {2017},
  url       = {https://doi.org/10.1137/17M1114223},
  doi       = {10.1137/17M1114223},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Grigoriu17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HobbsBCGG17,
  author    = {Jonathan Hobbs and
               Amy Braverman and
               Noel Cressie and
               Robert Granat and
               Michael Gunson},
  title     = {Simulation-Based Uncertainty Quantification for Estimating Atmospheric
               CO\({}_{\mbox{2}}\) from Satellite Data},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {956--985},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1060765},
  doi       = {10.1137/16M1060765},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HobbsBCGG17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Hosseini17,
  author    = {Bamdad Hosseini},
  title     = {Well-Posed Bayesian Inverse Problems with Infinitely Divisible and
               Heavy-Tailed Prior Measures},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1024--1060},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1096372},
  doi       = {10.1137/16M1096372},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Hosseini17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HosseiniN17,
  author    = {Bamdad Hosseini and
               Nilima Nigam},
  title     = {Well-Posed Bayesian Inverse Problems: Priors with Exponential Tails},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {436--465},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1076824},
  doi       = {10.1137/16M1076824},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HosseiniN17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuL17,
  author    = {Ruimeng Hu and
               Mike Ludkovski},
  title     = {Sequential Design for Ranking Response Surfaces},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {212--239},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1045168},
  doi       = {10.1137/15M1045168},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HuL17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuangG17,
  author    = {Ya{-}Ting Huang and
               James Glimm},
  title     = {A Novel Methodology of Stochastic Short Term Forecasting of Cloud
               Boundaries},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1279--1294},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1092854},
  doi       = {10.1137/16M1092854},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HuangG17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/IbrahimaT17,
  author    = {Fayadhoi Ibrahima and
               Hamdi A. Tchelepi},
  title     = {Multipoint Distribution of Saturation for Stochastic Nonlinear Two-Phase
               Transport},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {353--377},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1096244},
  doi       = {10.1137/16M1096244},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/IbrahimaT17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/IolovDL17,
  author    = {Alexandre Iolov and
               Susanne Ditlevsen and
               Andr{\'{e}} Longtin},
  title     = {Optimal Design for Estimation in Diffusion Processes from First Hitting
               Times},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {88--110},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1060376},
  doi       = {10.1137/16M1060376},
  timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/IolovDL17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JimenezMK17,
  author    = {M. Navarro Jimenez and
               Olivier P. Le Ma{\^{\i}}tre and
               Omar M. Knio},
  title     = {Nonintrusive Polynomial Chaos Expansions for Sensitivity Analysis
               in Stochastic Differential Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {378--402},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1061989},
  doi       = {10.1137/16M1061989},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/JimenezMK17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiW17,
  author    = {Qin Li and
               Li Wang},
  title     = {Uniform Regularity for Linear Kinetic Equations with Random Input
               Based on Hypocoercivity},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1193--1219},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1106675},
  doi       = {10.1137/16M1106675},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/LiW17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiuG17,
  author    = {Xiaoyu Liu and
               Serge Guillas},
  title     = {Dimension Reduction for Gaussian Process Emulation: An Application
               to the Influence of Bathymetry on Tsunami Heights},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {787--812},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1090648},
  doi       = {10.1137/16M1090648},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/LiuG17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiuLSS17,
  author    = {Dishi Liu and
               Alexander Litvinenko and
               Claudia Schillings and
               Volker Schulz},
  title     = {Quantification of Airfoil Geometry-Induced Aerodynamic Uncertainties
               - Comparison of Approaches},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {334--352},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1050239},
  doi       = {10.1137/15M1050239},
  timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/LiuLSS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LuSW17,
  author    = {Yulong Lu and
               Andrew M. Stuart and
               Hendrik Weber},
  title     = {Gaussian Approximations for Probability Measures on R\({}^{\mbox{d}}\)},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1136--1165},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1105384},
  doi       = {10.1137/16M1105384},
  timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/LuSW17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MaiS17,
  author    = {Chu V. Mai and
               Bruno Sudret},
  title     = {Surrogate Models for Oscillatory Systems Using Sparse Polynomial Chaos
               Expansions and Stochastic Time Warping},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {540--571},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1083621},
  doi       = {10.1137/16M1083621},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MaiS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NewsumP17,
  author    = {Craig J. Newsum and
               Catherine E. Powell},
  title     = {Efficient Reduced Basis Methods for Saddle Point Problems with Applications
               in Groundwater Flow},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1248--1278},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1108856},
  doi       = {10.1137/16M1108856},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/NewsumP17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Oliver17,
  author    = {Dean S. Oliver},
  title     = {Metropolized Randomized Maximum Likelihood for Improved Sampling from
               Multimodal Distributions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {259--277},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1033320},
  doi       = {10.1137/15M1033320},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Oliver17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OwenCMB17,
  author    = {Nicola E. Owen and
               Peter G. Challenor and
               Prathyush P. Menon and
               Samir Bennani},
  title     = {Comparison of Surrogate-Based Uncertainty Quantification Methods for
               Computationally Expensive Simulators},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {403--435},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1046812},
  doi       = {10.1137/15M1046812},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/OwenCMB17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OwenP17,
  author    = {Art B. Owen and
               Cl{\'{e}}mentine Prieur},
  title     = {On Shapley Value for Measuring Importance of Dependent Inputs},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {986--1002},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1097717},
  doi       = {10.1137/16M1097717},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/OwenP17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PaganiMQ17,
  author    = {Stefano Pagani and
               Andrea Manzoni and
               Alfio Quarteroni},
  title     = {Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by
               a Reduced Basis Ensemble Kalman Filter},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {890--921},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1078598},
  doi       = {10.1137/16M1078598},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PaganiMQ17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PapanicolaouS17,
  author    = {Andrew Papanicolaou and
               Konstantinos Spiliopoulos},
  title     = {Dimension Reduction in Statistical Estimation of Partially Observed
               Multiscale Processes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1220--1247},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1085930},
  doi       = {10.1137/16M1085930},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PapanicolaouS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ParkT17,
  author    = {M. Park and
               Michael V. Tretyakov},
  title     = {Stochastic Resin Transfer Molding Process},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1110--1135},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1096578},
  doi       = {10.1137/16M1096578},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ParkT17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SalemRGT17,
  author    = {Malek Ben Salem and
               Olivier Roustant and
               Fabrice Gamboa and
               Lionel Tomaso},
  title     = {Universal Prediction Distribution for Surrogate Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1086--1109},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1053529},
  doi       = {10.1137/15M1053529},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SalemRGT17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ScheichlST17,
  author    = {Robert Scheichl and
               Andrew M. Stuart and
               Aretha L. Teckentrup},
  title     = {Quasi-Monte Carlo and Multilevel Monte Carlo Methods for Computing
               Posterior Expectations in Elliptic Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {493--518},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1061692},
  doi       = {10.1137/16M1061692},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ScheichlST17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SeshadriNM17,
  author    = {Pranay Seshadri and
               Akil C. Narayan and
               Sankaran Mahadevan},
  title     = {Effectively Subsampled Quadratures for Least Squares Polynomial Approximations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {1003--1023},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1057668},
  doi       = {10.1137/16M1057668},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SeshadriNM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SinsbeckN17,
  author    = {Michael Sinsbeck and
               Wolfgang Nowak},
  title     = {Sequential Design of Computer Experiments for the Solution of Bayesian
               Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {640--664},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1047659},
  doi       = {10.1137/15M1047659},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SinsbeckN17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Soize17,
  author    = {Christian Soize},
  title     = {Optimal Partition in Terms of Independent Random Vectors of Any Non-Gaussian
               Vector Defined by a Set of Realizations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {176--211},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1062223},
  doi       = {10.1137/16M1062223},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Soize17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/StanhopeRS17,
  author    = {Shelby R. Stanhope and
               Jonathan E. Rubin and
               David Swigon},
  title     = {Robustness of Solutions of the Inverse Problem for Linear Dynamical
               Systems with Uncertain Data},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {572--597},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1062466},
  doi       = {10.1137/16M1062466},
  timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/StanhopeRS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SuT17,
  author    = {Chen Su and
               Xuemin Tu},
  title     = {Sequential Implicit Sampling Methods for Bayesian Inverse Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {519--539},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1044035},
  doi       = {10.1137/15M1044035},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SuT17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TsilifisGH17,
  author    = {Panagiotis Tsilifis and
               Roger G. Ghanem and
               Paris Hajali},
  title     = {Efficient Bayesian Experimentation Using an Expected Information Gain
               Lower Bound},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {30--62},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1043303},
  doi       = {10.1137/15M1043303},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/TsilifisGH17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Vermiglio17,
  author    = {Rossana Vermiglio},
  title     = {Polynomial Chaos Expansions for the Stability Analysis of Uncertain
               Delay Differential Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {278--303},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M1029618},
  doi       = {10.1137/15M1029618},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Vermiglio17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Wallstrom17,
  author    = {Timothy C. Wallstrom},
  title     = {On the Application of McDiarmid's Inequality to Complex Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {240--245},
  year      = {2017},
  url       = {https://doi.org/10.1137/130933125},
  doi       = {10.1137/130933125},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Wallstrom17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/XuS17,
  author    = {Wanting Xu and
               Michael L. Stein},
  title     = {Maximum Likelihood Estimation for a Smooth Gaussian Random Field Model},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {138--175},
  year      = {2017},
  url       = {https://doi.org/10.1137/15M105358X},
  doi       = {10.1137/15M105358X},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/XuS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhouHYL17,
  author    = {Qingping Zhou and
               Zixi Hu and
               Zhewei Yao and
               Jinglai Li},
  title     = {A Hybrid Adaptive {MCMC} Algorithm in Function Spaces},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {5},
  number    = {1},
  pages     = {621--639},
  year      = {2017},
  url       = {https://doi.org/10.1137/16M1082950},
  doi       = {10.1137/16M1082950},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ZhouHYL17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AzzimontiBCG16,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {850--874},
  year      = {2016},
  url       = {https://doi.org/10.1137/141000749},
  doi       = {10.1137/141000749},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AzzimontiBCG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BachouchGM16,
  author    = {Achref Bachouch and
               Emmanuel Gobet and
               Anis Matoussi},
  title     = {Empirical Regression Method for Backward Doubly Stochastic Differential
               Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {358--379},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1022094},
  doi       = {10.1137/15M1022094},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BachouchGM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BaoCL16,
  author    = {Gang Bao and
               Chuchu Chen and
               Peijun Li},
  title     = {Inverse Random Source Scattering Problems in Several Dimensions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1263--1287},
  year      = {2016},
  url       = {https://doi.org/10.1137/16M1067470},
  doi       = {10.1137/16M1067470},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BaoCL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BaoCMZ16,
  author    = {Feng Bao and
               Yanzhao Cao and
               Amnon J. Meir and
               Weidong Zhao},
  title     = {A First Order Scheme for Backward Doubly Stochastic Differential Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {413--445},
  year      = {2016},
  url       = {https://doi.org/10.1137/14095546X},
  doi       = {10.1137/14095546X},
  timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/BaoCMZ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Barajas-SolanoT16,
  author    = {David A. Barajas{-}Solano and
               Daniel M. Tartakovsky},
  title     = {Stochastic Collocation Methods for Nonlinear Parabolic Equations with
               Random Coefficients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {475--494},
  year      = {2016},
  url       = {https://doi.org/10.1137/130930108},
  doi       = {10.1137/130930108},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Barajas-SolanoT16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BeckG16,
  author    = {Joakim Beck and
               Serge Guillas},
  title     = {Sequential Design with Mutual Information for Computer Experiments
               {(MICE):} Emulation of a Tsunami Model},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {739--766},
  year      = {2016},
  url       = {https://doi.org/10.1137/140989613},
  doi       = {10.1137/140989613},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BeckG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BergouGV16,
  author    = {El Houcine Bergou and
               Serge Gratton and
               Lu{\'{\i}}s Nunes Vicente},
  title     = {Levenberg-Marquardt Methods Based on Probabilistic Gradient Models
               and Inexact Subproblem Solution, with Application to Data Assimilation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {924--951},
  year      = {2016},
  url       = {https://doi.org/10.1137/140974687},
  doi       = {10.1137/140974687},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/BergouGV16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BerlinerB16,
  author    = {L. Mark Berliner and
               Jenn{\'{y}} Brynjarsd{\'{o}}ttir},
  title     = {A Framework for Multi-Model Ensembling},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {902--923},
  year      = {2016},
  url       = {https://doi.org/10.1137/130928339},
  doi       = {10.1137/130928339},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BerlinerB16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BerlyandJP16,
  author    = {Leonid Berlyand and
               Pierre{-}Emmanuel Jabin and
               Mykhailo Potomkin},
  title     = {Complexity Reduction in Many Particle Systems with Random Initial
               Data},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {446--474},
  year      = {2016},
  url       = {https://doi.org/10.1137/140969786},
  doi       = {10.1137/140969786},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BerlyandJP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BowmanW16,
  author    = {Veronica E. Bowman and
               David C. Woods},
  title     = {Emulation of Multivariate Simulators Using Thin-Plate Splines with
               Application to Atmospheric Dispersion},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1323--1344},
  year      = {2016},
  url       = {https://doi.org/10.1137/140970148},
  doi       = {10.1137/140970148},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BowmanW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CapistranCD16,
  author    = {Marcos A. Capistran and
               J. Andr{\'{e}}s Christen and
               Sophie Donnet},
  title     = {Bayesian Analysis of ODEs: Solver Optimal Accuracy and Bayes Factors},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {829--849},
  year      = {2016},
  url       = {https://doi.org/10.1137/140976777},
  doi       = {10.1137/140976777},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/CapistranCD16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChustagulpromRR16,
  author    = {Nawinda Chustagulprom and
               Sebastian Reich and
               Maria Reinhardt},
  title     = {A Hybrid Ensemble Transform Particle Filter for Nonlinear and Spatially
               Extended Dynamical Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {592--608},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1040967},
  doi       = {10.1137/15M1040967},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ChustagulpromRR16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DasC16,
  author    = {Sonjoy Das and
               Sourish Chakravarty},
  title     = {Predictive Algorithm for Detection of Microcracks from Macroscale
               Observables},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {660--707},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1037275},
  doi       = {10.1137/15M1037275},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DasC16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DespresP16,
  author    = {Bruno Despr{\'{e}}s and
               Benoit Perthame},
  title     = {Uncertainty Propagation; Intrusive Kinetic Formulations of Scalar
               Conservation Laws},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {980--1013},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1018861},
  doi       = {10.1137/15M1018861},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DespresP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DickGS16,
  author    = {Josef Dick and
               Quoc Thong Le Gia and
               Christoph Schwab},
  title     = {Higher Order Quasi-Monte Carlo Integration for Holomorphic, Parametric
               Operator Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {48--79},
  year      = {2016},
  url       = {https://doi.org/10.1137/140985913},
  doi       = {10.1137/140985913},
  timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/DickGS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DupuisKPP16,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {80--111},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1025645},
  doi       = {10.1137/15M1025645},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/DupuisKPP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EigelM16,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1372--1397},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M102188X},
  doi       = {10.1137/15M102188X},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/EigelM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EigelMN16,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1219--1245},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1016448},
  doi       = {10.1137/15M1016448},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/EigelMN16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ElfversonHM16,
  author    = {Daniel Elfverson and
               Fredrik Hellman and
               Axel M{\aa}lqvist},
  title     = {A Multilevel Monte Carlo Method for Computing Failure Probabilities},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {312--330},
  year      = {2016},
  url       = {https://doi.org/10.1137/140984294},
  doi       = {10.1137/140984294},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ElfversonHM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FohringH16,
  author    = {Jennifer Fohring and
               Eldad Haber},
  title     = {Adaptive A-Optimal Experimental Design for Linear Dynamical Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1138--1159},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1034738},
  doi       = {10.1137/15M1034738},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/FohringH16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FoxN16,
  author    = {Colin Fox and
               Richard Norton},
  title     = {Fast Sampling in a Linear-Gaussian Inverse Problem},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1191--1218},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1029527},
  doi       = {10.1137/15M1029527},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/FoxN16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FrenklachPGPS16,
  author    = {Michael Frenklach and
               Andrew Packard and
               Gonzalo Garc{\'{\i}}a{-}Donato and
               Rui Paulo and
               Jerome Sacks},
  title     = {Comparison of Statistical and Deterministic Frameworks of Uncertainty
               Quantification},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {875--901},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1019131},
  doi       = {10.1137/15M1019131},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/FrenklachPGPS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GalindoJWZ16,
  author    = {Diego Galindo and
               Peter Jantsch and
               Clayton G. Webster and
               Guannan Zhang},
  title     = {Accelerating Stochastic Collocation Methods for Partial Differential
               Equations with Random Input Data},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1111--1137},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1019568},
  doi       = {10.1137/15M1019568},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GalindoJWZ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GeiersbachHT16,
  author    = {Caroline Geiersbach and
               Clemens Heitzinger and
               Gerhard Tulzer},
  title     = {Optimal Approximation of the First-Order Corrector in Multiscale Stochastic
               Elliptic {PDE}},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1246--1262},
  year      = {2016},
  url       = {https://doi.org/10.1137/16M106011X},
  doi       = {10.1137/16M106011X},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GeiersbachHT16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GorodetskyM16,
  author    = {Alex A. Gorodetsky and
               Youssef M. Marzouk},
  title     = {Mercer Kernels and Integrated Variance Experimental Design: Connections
               Between Gaussian Process Regression and Polynomial Approximation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {796--828},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1017119},
  doi       = {10.1137/15M1017119},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GorodetskyM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Grigoriu16,
  author    = {Mircea Grigoriu},
  title     = {Microstructure Models and Material Response by Extreme Value Theory},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {190--217},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1006453},
  doi       = {10.1137/15M1006453},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Grigoriu16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HarbrechtPS16,
  author    = {Helmut Harbrecht and
               Michael Peters and
               Markus Siebenmorgen},
  title     = {Multilevel Accelerated Quadrature for PDEs with Log-Normally Distributed
               Diffusion Coefficient},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {520--551},
  year      = {2016},
  url       = {https://doi.org/10.1137/130931953},
  doi       = {10.1137/130931953},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HarbrechtPS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JiangCN16,
  author    = {Jiahua Jiang and
               Yanlai Chen and
               Akil C. Narayan},
  title     = {A Goal-Oriented Reduced Basis Methods-Accelerated Generalized Polynomial
               Chaos Algorithm},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1398--1420},
  year      = {2016},
  url       = {https://doi.org/10.1137/16M1055736},
  doi       = {10.1137/16M1055736},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/JiangCN16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KangJ16,
  author    = {Lulu Kang and
               V. Roshan Joseph},
  title     = {Kernel Approximation: From Regression to Interpolation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {112--129},
  year      = {2016},
  url       = {https://doi.org/10.1137/130948112},
  doi       = {10.1137/130948112},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KangJ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KoW16,
  author    = {Jordan Ko and
               Henry P. Wynn},
  title     = {The Algebraic Method in Quadrature for Uncertainty Quantification},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {331--357},
  year      = {2016},
  url       = {https://doi.org/10.1137/140978612},
  doi       = {10.1137/140978612},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KoW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KunothS16,
  author    = {Angela Kunoth and
               Christoph Schwab},
  title     = {Sparse Adaptive Tensor Galerkin Approximations of Stochastic PDE-Constrained
               Control Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1034--1059},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1041390},
  doi       = {10.1137/15M1041390},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KunothS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Laszlo16,
  author    = {Andr{\'{a}}s L{\'{a}}szl{\'{o}}},
  title     = {Convergence and Error Propagation Results on a Linear Iterative Unfolding
               Method},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1345--1371},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1035744},
  doi       = {10.1137/15M1035744},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Laszlo16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LozzoM16,
  author    = {Matthias De Lozzo and
               Amandine Marrel},
  title     = {Estimation of the Derivative-Based Global Sensitivity Measures Using
               a Gaussian Process Metamodel},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {708--738},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1013377},
  doi       = {10.1137/15M1013377},
  timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/LozzoM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MalenovaMRT16,
  author    = {Gabriela Malenova and
               Mohammad Motamed and
               Olof Runborg and
               Ra{\'{u}}l Tempone},
  title     = {A Sparse Stochastic Collocation Technique for High-Frequency Wave
               Propagation with Uncertainty},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1084--1110},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1029230},
  doi       = {10.1137/15M1029230},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MalenovaMRT16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ManzoniPL16,
  author    = {Andrea Manzoni and
               Stefano Pagani and
               Toni Lassila},
  title     = {Accurate Solution of Bayesian Inverse Uncertainty Quantification Problems
               Combining Reduced Basis Methods and Reduction Error Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {380--412},
  year      = {2016},
  url       = {https://doi.org/10.1137/140995817},
  doi       = {10.1137/140995817},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/ManzoniPL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MishraRST16,
  author    = {Siddhartha Mishra and
               Nils Henrik Risebro and
               Christoph Schwab and
               Svetlana V. Tokareva},
  title     = {Numerical Solution of Scalar Conservation Laws with Random Flux Functions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {552--591},
  year      = {2016},
  url       = {https://doi.org/10.1137/120896967},
  doi       = {10.1137/120896967},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MishraRST16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MittalCTI16,
  author    = {Akshay Mittal and
               Xiao Chen and
               Charles H. Tong and
               Gianluca Iaccarino},
  title     = {A Flexible Uncertainty Propagation Framework for General Multiphysics
               Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {218--243},
  year      = {2016},
  url       = {https://doi.org/10.1137/140981411},
  doi       = {10.1137/140981411},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MittalCTI16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MontagnaT16,
  author    = {Silvia Montagna and
               Surya T. Tokdar},
  title     = {Computer Emulation with Nonstationary Gaussian Processes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {26--47},
  year      = {2016},
  url       = {https://doi.org/10.1137/141001512},
  doi       = {10.1137/141001512},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MontagnaT16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NantyHMPP16,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {636--659},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1033319},
  doi       = {10.1137/15M1033319},
  timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/NantyHMPP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OughtonC16,
  author    = {Rachel H. Oughton and
               Peter S. Craig},
  title     = {Hierarchical Emulation: {A} Method for Modeling and Comparing Nested
               Simulators},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {495--519},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1007914},
  doi       = {10.1137/15M1007914},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/OughtonC16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OzenB16,
  author    = {Hasan {\c{C}}agan {\"{O}}zen and
               Guillaume Bal},
  title     = {Dynamical Polynomial Chaos Expansions and Long Time Evolution of Differential
               Equations with Random Forcing},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {609--635},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1019167},
  doi       = {10.1137/15M1019167},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/OzenB16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PadonouR16,
  author    = {Esperan Padonou and
               Olivier Roustant},
  title     = {Polar Gaussian Processes and Experimental Designs in Circular Domains},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1014--1033},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1032740},
  doi       = {10.1137/15M1032740},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PadonouR16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ParnoEM16,
  author    = {Matthew D. Parno and
               Tarek A. El{-}Moselhy and
               Youssef M. Marzouk},
  title     = {A Multiscale Strategy for Bayesian Inference Using Transport Maps},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1160--1190},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1032478},
  doi       = {10.1137/15M1032478},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ParnoEM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Rahman16,
  author    = {Sharif Rahman},
  title     = {The f-Sensitivity Index},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {130--162},
  year      = {2016},
  url       = {https://doi.org/10.1137/140997774},
  doi       = {10.1137/140997774},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Rahman16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RomerSW16,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {952--979},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1026535},
  doi       = {10.1137/15M1026535},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/RomerSW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SilvesterP16,
  author    = {David J. Silvester and
               Pranjal},
  title     = {An Optimal Solver for Linear Systems Arising from Stochastic {FEM}
               Approximation of Diffusion Equations with Random Coefficients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {298--311},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1017740},
  doi       = {10.1137/15M1017740},
  timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SilvesterP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SongNS16,
  author    = {Eunhye Song and
               Barry L. Nelson and
               Jeremy Staum},
  title     = {Shapley Effects for Global Sensitivity Analysis: Theory and Computation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1060--1083},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1048070},
  doi       = {10.1137/15M1048070},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SongNS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SousedikE16,
  author    = {Bedrich Soused{\'{\i}}k and
               Howard C. Elman},
  title     = {Inverse Subspace Iteration for Spectral Stochastic Finite Element
               Methods},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {163--189},
  year      = {2016},
  url       = {https://doi.org/10.1137/140999359},
  doi       = {10.1137/140999359},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SousedikE16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TuoW16,
  author    = {Rui Tuo and
               C. F. Jeff Wu},
  title     = {A Theoretical Framework for Calibration in Computer Models: Parametrization,
               Estimation and Convergence Properties},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {767--795},
  year      = {2016},
  url       = {https://doi.org/10.1137/151005841},
  doi       = {10.1137/151005841},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/TuoW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Vidal-CodinaNGP16,
  author    = {Ferran Vidal{-}Codina and
               Ngoc Cuong Nguyen and
               Michael B. Giles and
               Jaime Peraire},
  title     = {An Empirical Interpolation and Model-Variance Reduction Method for
               Computing Statistical Outputs of Parametrized Stochastic Partial Differential
               Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {244--265},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1016783},
  doi       = {10.1137/15M1016783},
  timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/Vidal-CodinaNGP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WangB16,
  author    = {Xiaojing Wang and
               James O. Berger},
  title     = {Estimating Shape Constrained Functions Using Gaussian Processes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1--25},
  year      = {2016},
  url       = {https://doi.org/10.1137/140955033},
  doi       = {10.1137/140955033},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/WangB16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WangR16,
  author    = {Ting Wang and
               Muruhan Rathinam},
  title     = {Efficiency of the Girsanov Transformation Approach for Parametric
               Sensitivity Analysis of Stochastic Chemical Kinetics},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {1288--1322},
  year      = {2016},
  url       = {https://doi.org/10.1137/140998111},
  doi       = {10.1137/140998111},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/WangR16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WentworthSB16,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {266--297},
  year      = {2016},
  url       = {https://doi.org/10.1137/15M1008245},
  doi       = {10.1137/15M1008245},
  timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/WentworthSB16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0001LL15,
  author    = {Xiaobing Feng and
               Junshan Lin and
               Cody Lorton},
  title     = {An Efficient Numerical Method for Acoustic Wave Scattering in Random
               Media},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {790--822},
  year      = {2015},
  url       = {https://doi.org/10.1137/140958232},
  doi       = {10.1137/140958232},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/0001LL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ArbogastEST15,
  author    = {Todd Arbogast and
               Donald J. Estep and
               Brendan Sheehan and
               Simon Tavener},
  title     = {A Posteriori Error Estimates for Mixed Finite Element and Finite Volume
               Methods for Parabolic Problems Coupled through a Boundary},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {169--198},
  year      = {2015},
  url       = {https://doi.org/10.1137/140964059},
  doi       = {10.1137/140964059},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ArbogastEST15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AtarCD15,
  author    = {Rami Atar and
               Kenny Chowdhary and
               Paul Dupuis},
  title     = {Robust Bounds on Risk-Sensitive Functionals via R{\'{e}}nyi Divergence},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {18--33},
  year      = {2015},
  url       = {https://doi.org/10.1137/130939730},
  doi       = {10.1137/130939730},
  timestamp = {Sat, 30 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AtarCD15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BallaniG15,
  author    = {Jonas Ballani and
               Lars Grasedyck},
  title     = {Hierarchical Tensor Approximation of Output Quantities of Parameter-Dependent
               PDEs},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {852--872},
  year      = {2015},
  url       = {https://doi.org/10.1137/140960980},
  doi       = {10.1137/140960980},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BallaniG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BanerjeeBBBCM15,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {91--115},
  year      = {2015},
  url       = {https://doi.org/10.1137/130935525},
  doi       = {10.1137/130935525},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BanerjeeBBBCM15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BanksCH15,
  author    = {H. T. Banks and
               Jared Catenacci and
               Shuhua Hu},
  title     = {Asymptotic Properties of Probability Measure Estimators in a Nonparametric
               Model},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {417--433},
  year      = {2015},
  url       = {https://doi.org/10.1137/140972639},
  doi       = {10.1137/140972639},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/BanksCH15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BardsleySSHK15,
  author    = {Johnathan M. Bardsley and
               Aku Sepp{\"{a}}nen and
               Antti Solonen and
               Heikki Haario and
               Jari P. Kaipio},
  title     = {Randomize-Then-Optimize for Sampling and Uncertainty Quantification
               in Electrical Impedance Tomography},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {1136--1158},
  year      = {2015},
  url       = {https://doi.org/10.1137/140978272},
  doi       = {10.1137/140978272},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BardsleySSHK15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BelomestnyLS15,
  author    = {Denis Belomestny and
               Marcel Ladkau and
               John Schoenmakers},
  title     = {Multilevel Simulation Based Policy Iteration for Optimal Stopping-Convergence
               and Complexity},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {460--483},
  year      = {2015},
  url       = {https://doi.org/10.1137/140958463},
  doi       = {10.1137/140958463},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BelomestnyLS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BennerOS15,
  author    = {Peter Benner and
               Akwum Onwunta and
               Martin Stoll},
  title     = {Low-Rank Solution of Unsteady Diffusion Equations with Stochastic
               Coefficients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {622--649},
  year      = {2015},
  url       = {https://doi.org/10.1137/130937251},
  doi       = {10.1137/130937251},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BennerOS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BerryH15,
  author    = {Tyrus Berry and
               John Harlim},
  title     = {Nonparametric Uncertainty Quantification for Stochastic Gradient Flows},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {484--508},
  year      = {2015},
  url       = {https://doi.org/10.1137/14097940X},
  doi       = {10.1137/14097940X},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BerryH15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BryantPW15,
  author    = {Corey M. Bryant and
               Serge Prudhomme and
               Tim Wildey},
  title     = {Error Decomposition and Adaptivity for Response Surface Approximations
               from PDEs with Parametric Uncertainty},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {1020--1045},
  year      = {2015},
  url       = {https://doi.org/10.1137/140962632},
  doi       = {10.1137/140962632},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BryantPW15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Charrier15,
  author    = {Julia Charrier},
  title     = {Numerical Analysis of the Advection-Diffusion of a Solute in Porous
               Media with Uncertainty},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {650--685},
  year      = {2015},
  url       = {https://doi.org/10.1137/130937457},
  doi       = {10.1137/130937457},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Charrier15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChaudhryEGT15,
  author    = {Jehanzeb Hameed Chaudhry and
               Donald J. Estep and
               Victor Ginting and
               Simon Tavener},
  title     = {A Posteriori Analysis for Iterative Solvers for Nonautonomous Evolution
               Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {434--459},
  year      = {2015},
  url       = {https://doi.org/10.1137/130949403},
  doi       = {10.1137/130949403},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ChaudhryEGT15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChenRGMP15,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {320--345},
  year      = {2015},
  url       = {https://doi.org/10.1137/140971129},
  doi       = {10.1137/140971129},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ChenRGMP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChevreuilLNR15,
  author    = {Mathilde Chevreuil and
               R{\'{e}}gis Lebrun and
               Anthony Nouy and
               Prashant Rai},
  title     = {A Least-Squares Method for Sparse Low Rank Approximation of Multivariate
               Functions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {897--921},
  year      = {2015},
  url       = {https://doi.org/10.1137/13091899X},
  doi       = {10.1137/13091899X},
  timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ChevreuilLNR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DodwellKST15,
  author    = {Tim J. Dodwell and
               Christian Ketelsen and
               Robert Scheichl and
               Aretha L. Teckentrup},
  title     = {A Hierarchical Multilevel Markov Chain Monte Carlo Algorithm with
               Applications to Uncertainty Quantification in Subsurface Flow},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {1075--1108},
  year      = {2015},
  url       = {https://doi.org/10.1137/130915005},
  doi       = {10.1137/130915005},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DodwellKST15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DolgovKLM15,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {1109--1135},
  year      = {2015},
  url       = {https://doi.org/10.1137/140972536},
  doi       = {10.1137/140972536},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/DolgovKLM15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DrohmannC15,
  author    = {Martin Drohmann and
               Kevin Carlberg},
  title     = {The {ROMES} Method for Statistical Modeling of Reduced-Order-Model
               Error},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {116--145},
  year      = {2015},
  url       = {https://doi.org/10.1137/140969841},
  doi       = {10.1137/140969841},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DrohmannC15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ErnstSS15,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {823--851},
  year      = {2015},
  url       = {https://doi.org/10.1137/140981319},
  doi       = {10.1137/140981319},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ErnstSS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GilesN015,
  author    = {Michael B. Giles and
               Tigran Nagapetyan and
               Klaus Ritter},
  title     = {Multilevel Monte Carlo Approximation of Distribution Functions and
               Densities},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {267--295},
  year      = {2015},
  url       = {https://doi.org/10.1137/140960086},
  doi       = {10.1137/140960086},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GilesN015.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GolchiBCC15,
  author    = {Shirin Golchi and
               Derek R. Bingham and
               Hugh A. Chipman and
               David A. Campbell},
  title     = {Monotone Emulation of Computer Experiments},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {370--392},
  year      = {2015},
  url       = {https://doi.org/10.1137/140976741},
  doi       = {10.1137/140976741},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GolchiBCC15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HookerLR15,
  author    = {Giles Hooker and
               Kevin K. Lin and
               Bruce Rogers},
  title     = {Control Theory and Experimental Design in Diffusion Processes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {234--264},
  year      = {2015},
  url       = {https://doi.org/10.1137/140962280},
  doi       = {10.1137/140962280},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HookerLR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HyvonenL15,
  author    = {Nuutti Hyv{\"{o}}nen and
               Matti Leinonen},
  title     = {Stochastic Galerkin Finite Element Method with Local Conductivity
               Basis for Electrical Impedance Tomography},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {998--1019},
  year      = {2015},
  url       = {https://doi.org/10.1137/140999050},
  doi       = {10.1137/140999050},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HyvonenL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JarmanT15,
  author    = {K. D. Jarman Jr. and
               Alexandre M. Tartakovsky},
  title     = {Erratum: {A} Comparison of Closures for Stochastic Advection-Diffusion
               Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {265--266},
  year      = {2015},
  url       = {https://doi.org/10.1137/140996483},
  doi       = {10.1137/140996483},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/JarmanT15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Kovacs0S15,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {1159--1199},
  year      = {2015},
  url       = {https://doi.org/10.1137/15M1009792},
  doi       = {10.1137/15M1009792},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/Kovacs0S15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KressnerKNT15,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {393--416},
  year      = {2015},
  url       = {https://doi.org/10.1137/140968938},
  doi       = {10.1137/140968938},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KressnerKNT15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Kuehn15,
  author    = {Christian Kuehn},
  title     = {Numerical Continuation and {SPDE} Stability for the 2D Cubic-Quintic
               Allen-Cahn Equation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {762--789},
  year      = {2015},
  url       = {https://doi.org/10.1137/140993685},
  doi       = {10.1137/140993685},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Kuehn15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KwiatkowskiM15,
  author    = {Evan Kwiatkowski and
               Jan Mandel},
  title     = {Convergence of the Square Root Ensemble Kalman Filter in the Large
               Ensemble Limit},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {1--17},
  year      = {2015},
  url       = {https://doi.org/10.1137/140965363},
  doi       = {10.1137/140965363},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/KwiatkowskiM15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MahmoodWP15,
  author    = {Asif Mahmood and
               Robert L. Wolpert and
               E. Bruce Pitman},
  title     = {A Physics-Based Emulator for the Simulation of Geophysical Mass Flows},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {562--585},
  year      = {2015},
  url       = {https://doi.org/10.1137/130909445},
  doi       = {10.1137/130909445},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MahmoodWP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MohamadS15,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {709--736},
  year      = {2015},
  url       = {https://doi.org/10.1137/140978235},
  doi       = {10.1137/140978235},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MohamadS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MoralM15,
  author    = {Pierre Del Moral and
               Lawrence M. Murray},
  title     = {Sequential Monte Carlo with Highly Informative Observations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {969--997},
  year      = {2015},
  url       = {https://doi.org/10.1137/15M1011214},
  doi       = {10.1137/15M1011214},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MoralM15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RaoS15,
  author    = {Vishwas Rao and
               Adrian Sandu},
  title     = {A Posteriori Error Estimates for the Solution of Variational Inverse
               Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {737--761},
  year      = {2015},
  url       = {https://doi.org/10.1137/140990036},
  doi       = {10.1137/140990036},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/RaoS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RayHHSS15,
  author    = {Jaideep Ray and
               Zhangshuan Hou and
               Maoyi Huang and
               Khachik Sargsyan and
               Laura P. Swiler},
  title     = {Bayesian Calibration of the Community Land Model Using Surrogates},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {199--233},
  year      = {2015},
  url       = {https://doi.org/10.1137/140957998},
  doi       = {10.1137/140957998},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/RayHHSS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RegierS15,
  author    = {Jeffrey C. Regier and
               Philip B. Stark},
  title     = {Mini-Minimax Uncertainty Quantification for Emulators},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {686--708},
  year      = {2015},
  url       = {https://doi.org/10.1137/130917909},
  doi       = {10.1137/130917909},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/RegierS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Roosta-Khorasani15,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {61--90},
  year      = {2015},
  url       = {https://doi.org/10.1137/14096311X},
  doi       = {10.1137/14096311X},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Roosta-Khorasani15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Sanz-AlonsoS15,
  author    = {Daniel Sanz{-}Alonso and
               Andrew M. Stuart},
  title     = {Long-Time Asymptotics of the Filtering Distribution for Partially
               Observed Chaotic Dynamical Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {1200--1220},
  year      = {2015},
  url       = {https://doi.org/10.1137/140997336},
  doi       = {10.1137/140997336},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Sanz-AlonsoS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SinsbeckT15,
  author    = {Michael Sinsbeck and
               Daniel M. Tartakovsky},
  title     = {Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity
               Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {954--968},
  year      = {2015},
  url       = {https://doi.org/10.1137/141001743},
  doi       = {10.1137/141001743},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SinsbeckT15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Soize15,
  author    = {Christian Soize},
  title     = {Polynomial Chaos Expansion of a Multimodal Random Vector},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {34--60},
  year      = {2015},
  url       = {https://doi.org/10.1137/140968495},
  doi       = {10.1137/140968495},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Soize15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/StaberG15,
  author    = {Brian Staber and
               Johann Guilleminot},
  title     = {Approximate Solutions of Lagrange Multipliers for Information-Theoretic
               Random Field Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {599--621},
  year      = {2015},
  url       = {https://doi.org/10.1137/14099574X},
  doi       = {10.1137/14099574X},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/StaberG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Stark15,
  author    = {Philip B. Stark},
  title     = {Constraints versus Priors},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {586--598},
  year      = {2015},
  url       = {https://doi.org/10.1137/130920721},
  doi       = {10.1137/130920721},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Stark15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SturlaugsonS15,
  author    = {Liessman Sturlaugson and
               John W. Sheppard},
  title     = {Sensitivity Analysis of Continuous Time Bayesian Network Reliability
               Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {346--369},
  year      = {2015},
  url       = {https://doi.org/10.1137/140953848},
  doi       = {10.1137/140953848},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SturlaugsonS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Tan15,
  author    = {Matthias Hwai Yong Tan},
  title     = {Sequential Bayesian Polynomial Chaos Model Selection for Estimation
               of Sensitivity Indices},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {146--168},
  year      = {2015},
  url       = {https://doi.org/10.1137/130931175},
  doi       = {10.1137/130931175},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Tan15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TeckentrupJWG15,
  author    = {Aretha L. Teckentrup and
               Peter Jantsch and
               Clayton G. Webster and
               Max D. Gunzburger},
  title     = {A Multilevel Stochastic Collocation Method for Partial Differential
               Equations with Random Input Data},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {1046--1074},
  year      = {2015},
  url       = {https://doi.org/10.1137/140969002},
  doi       = {10.1137/140969002},
  timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/TeckentrupJWG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/UllmannP15,
  author    = {Elisabeth Ullmann and
               Catherine E. Powell},
  title     = {Solving Log-Transformed Random Diffusion Problems by Stochastic Galerkin
               Mixed Finite Element Methods},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {509--534},
  year      = {2015},
  url       = {https://doi.org/10.1137/14100097X},
  doi       = {10.1137/14100097X},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/UllmannP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/UllmannP15a,
  author    = {Elisabeth Ullmann and
               Iason Papaioannou},
  title     = {Multilevel Estimation of Rare Events},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {922--953},
  year      = {2015},
  url       = {https://doi.org/10.1137/140992953},
  doi       = {10.1137/140992953},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/UllmannP15a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Vollmer15,
  author    = {Sebastian J. Vollmer},
  title     = {Dimension-Independent {MCMC} Sampling for Inverse Problems with Non-Gaussian
               Priors},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {535--561},
  year      = {2015},
  url       = {https://doi.org/10.1137/130929904},
  doi       = {10.1137/130929904},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Vollmer15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WangBCAGSHT15,
  author    = {Peng Wang and
               David A. Barajas{-}Solano and
               Emil M. Constantinescu and
               Shrirang Abhyankar and
               Debojyoti Ghosh and
               Barry F. Smith and
               Zhenyu Huang and
               Alexandre M. Tartakovsky},
  title     = {Probabilistic Density Function Method for Stochastic ODEs of Power
               Systems with Uncertain Power Input},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {873--896},
  year      = {2015},
  url       = {https://doi.org/10.1137/130940050},
  doi       = {10.1137/130940050},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/WangBCAGSHT15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WykGBS15,
  author    = {Hans{-}Werner van Wyk and
               Max D. Gunzburger and
               John Burkhardt and
               Miroslav Stoyanov},
  title     = {Power-Law Noises over General Spatial Domains and on Nonstandard Meshes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {3},
  number    = {1},
  pages     = {296--319},
  year      = {2015},
  url       = {https://doi.org/10.1137/140985433},
  doi       = {10.1137/140985433},
  timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/WykGBS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0004GHM14,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {647--669},
  year      = {2014},
  url       = {https://doi.org/10.1137/130944977},
  doi       = {10.1137/130944977},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/0004GHM14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0016Q14,
  author    = {Peng Chen and
               Alfio Quarteroni},
  title     = {Weighted Reduced Basis Method for Stochastic Optimal Control Problems
               with Elliptic {PDE} Constraint},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {364--396},
  year      = {2014},
  url       = {https://doi.org/10.1137/130940517},
  doi       = {10.1137/130940517},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/0016Q14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AgapiouBPS14,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {511--544},
  year      = {2014},
  url       = {https://doi.org/10.1137/130944229},
  doi       = {10.1137/130944229},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AgapiouBPS14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AzzimontiNSS14,
  author    = {Laura Azzimonti and
               Fabio Nobile and
               Laura M. Sangalli and
               Piercesare Secchi},
  title     = {Mixed Finite Elements for Spatial Regression with {PDE} Penalization},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {305--335},
  year      = {2014},
  url       = {https://doi.org/10.1137/130925426},
  doi       = {10.1137/130925426},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AzzimontiNSS14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BaoCWZ14,
  author    = {Feng Bao and
               Yanzhao Cao and
               Clayton G. Webster and
               Guannan Zhang},
  title     = {A Hybrid Sparse-Grid Approach for Nonlinear Filtering Problems Based
               on Adaptive-Domain of the Zakai Equation Approximations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {784--804},
  year      = {2014},
  url       = {https://doi.org/10.1137/140952910},
  doi       = {10.1137/140952910},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BaoCWZ14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BonizzoniN14,
  author    = {Francesca Bonizzoni and
               Fabio Nobile},
  title     = {Perturbation Analysis for the Darcy Problem with Log-Normal Permeability},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {223--244},
  year      = {2014},
  url       = {https://doi.org/10.1137/130949415},
  doi       = {10.1137/130949415},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BonizzoniN14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Bui-ThanhG14,
  author    = {Tan Bui{-}Thanh and
               Omar Ghattas},
  title     = {An Analysis of Infinite Dimensional Bayesian Inverse Shape Acoustic
               Scattering and Its Numerical Approximation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {203--222},
  year      = {2014},
  url       = {https://doi.org/10.1137/120894877},
  doi       = {10.1137/120894877},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Bui-ThanhG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ButlerETDW14,
  author    = {Troy D. Butler and
               Donald J. Estep and
               Simon Tavener and
               Clint Dawson and
               Joannes J. Westerink},
  title     = {A Measure-Theoretic Computational Method for Inverse Sensitivity Problems
               {III:} Multiple Quantities of Interest},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {174--202},
  year      = {2014},
  url       = {https://doi.org/10.1137/130930406},
  doi       = {10.1137/130930406},
  timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ButlerETDW14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ElfversonEHM14,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {826--850},
  year      = {2014},
  url       = {https://doi.org/10.1137/140967039},
  doi       = {10.1137/140967039},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ElfversonEHM14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GauthierP14,
  author    = {Bertrand Gauthier and
               Luc Pronzato},
  title     = {Spectral Approximation of the {IMSE} Criterion for Optimal Designs
               in Kernel-Based Interpolation Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {805--825},
  year      = {2014},
  url       = {https://doi.org/10.1137/130928534},
  doi       = {10.1137/130928534},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GauthierP14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GinsbourgerBCPG14,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {490--510},
  year      = {2014},
  url       = {https://doi.org/10.1137/130949555},
  doi       = {10.1137/130949555},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GinsbourgerBCPG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GordonP14,
  author    = {Andrew Gordon and
               Catherine E. Powell},
  title     = {A Preconditioner for Fictitious Domain Formulations of Elliptic PDEs
               on Uncertain Parameterized Domains},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {622--646},
  year      = {2014},
  url       = {https://doi.org/10.1137/130924202},
  doi       = {10.1137/130924202},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GordonP14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GramacyNW14,
  author    = {Robert B. Gramacy and
               Jarad Niemi and
               Robin Weiss},
  title     = {Massively Parallel Approximate Gaussian Process Regression},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {564--584},
  year      = {2014},
  url       = {https://doi.org/10.1137/130941912},
  doi       = {10.1137/130941912},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GramacyNW14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GratietCI14,
  author    = {Lo{\"{\i}}c Le Gratiet and
               Claire Cannamela and
               Bertrand Iooss},
  title     = {A Bayesian Approach for Global Sensitivity Analysis of (Multifidelity)
               Computer Codes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {336--363},
  year      = {2014},
  url       = {https://doi.org/10.1137/130926869},
  doi       = {10.1137/130926869},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GratietCI14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GrattonT14,
  author    = {Serge Gratton and
               David Titley{-}P{\'{e}}loquin},
  title     = {Stochastic Conditioning of Matrix Functions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {763--783},
  year      = {2014},
  url       = {https://doi.org/10.1137/140973827},
  doi       = {10.1137/140973827},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GrattonT14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Grigoriu14,
  author    = {Mircea Grigoriu},
  title     = {Response Statistics for Random Heterogeneous Microstructures},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {252--275},
  year      = {2014},
  url       = {https://doi.org/10.1137/130921490},
  doi       = {10.1137/130921490},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Grigoriu14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Hessling14,
  author    = {Jan Peter Hessling},
  title     = {Identification of Complex Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {717--744},
  year      = {2014},
  url       = {https://doi.org/10.1137/130934477},
  doi       = {10.1137/130934477},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Hessling14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HorwoodP14,
  author    = {Joshua T. Horwood and
               Aubrey B. Poore},
  title     = {Gauss von Mises Distribution for Improved Uncertainty Realism in Space
               Situational Awareness},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {276--304},
  year      = {2014},
  url       = {https://doi.org/10.1137/130917296},
  doi       = {10.1137/130917296},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HorwoodP14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Jagalur-MohanSD14,
  author    = {Jayanth Jagalur{-}Mohan and
               Onkar Sahni and
               Alireza Doostan and
               Assad A. Oberai},
  title     = {Variational Multiscale Analysis: The Fine-Scale Green's Function for
               Stochastic Partial Differential Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {397--422},
  year      = {2014},
  url       = {https://doi.org/10.1137/130940359},
  doi       = {10.1137/130940359},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Jagalur-MohanSD14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KantasBJ14,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {464--489},
  year      = {2014},
  url       = {https://doi.org/10.1137/130930364},
  doi       = {10.1137/130930364},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KantasBJ14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KleiberSW14,
  author    = {William Kleiber and
               Stephan R. Sain and
               Michael Wiltberger},
  title     = {Model Calibration via Deformation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {545--563},
  year      = {2014},
  url       = {https://doi.org/10.1137/130935367},
  doi       = {10.1137/130935367},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KleiberSW14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KohlerMW14,
  author    = {Dominic Kohler and
               Johannes M{\"{u}}ller and
               Utz Wever},
  title     = {Cellular Probabilistic Automata - {A} Novel Method for Uncertainty
               Propagation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {29--54},
  year      = {2014},
  url       = {https://doi.org/10.1137/120897183},
  doi       = {10.1137/120897183},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/KohlerMW14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Kouri14,
  author    = {Drew P. Kouri},
  title     = {A Multilevel Stochastic Collocation Algorithm for Optimization of
               PDEs with Uncertain Coefficients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {55--81},
  year      = {2014},
  url       = {https://doi.org/10.1137/130915960},
  doi       = {10.1137/130915960},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Kouri14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LabovskyG14,
  author    = {Alexander E. Labovsky and
               Max D. Gunzburger},
  title     = {An Efficient and Accurate Method for the Identification of the Most
               Influential Random Parameters Appearing in the Input Data for PDEs},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {82--105},
  year      = {2014},
  url       = {https://doi.org/10.1137/120883785},
  doi       = {10.1137/120883785},
  timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/LabovskyG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OMalleyV14,
  author    = {Daniel O'Malley and
               Velimir V. Vesselinov},
  title     = {A Combined Probabilistic/Nonprobabilistic Decision Analysis for Contaminant
               Remediation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {607--621},
  year      = {2014},
  url       = {https://doi.org/10.1137/140965132},
  doi       = {10.1137/140965132},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/OMalleyV14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Owen14,
  author    = {Art B. Owen},
  title     = {Sobol' Indices and Shapley Value},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {245--251},
  year      = {2014},
  url       = {https://doi.org/10.1137/130936233},
  doi       = {10.1137/130936233},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Owen14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PampellAS14,
  author    = {A. Pampell and
               A. B. Aceves and
               Gowri Srinivasan},
  title     = {Predicting Dynamic Trends of the Atlantic Meridional Overturning Circulation
               for Transient and Stochastic Forcing Effects},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {585--606},
  year      = {2014},
  url       = {https://doi.org/10.1137/130930819},
  doi       = {10.1137/130930819},
  timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PampellAS14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PerrinSDF14,
  author    = {Guillaume Perrin and
               Christian 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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {745--762},
  year      = {2014},
  url       = {https://doi.org/10.1137/130905095},
  doi       = {10.1137/130905095},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PerrinSDF14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Rahman14,
  author    = {Sharif Rahman},
  title     = {A Generalized {ANOVA} Dimensional Decomposition for Dependent Probability
               Measures},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {670--697},
  year      = {2014},
  url       = {https://doi.org/10.1137/120904378},
  doi       = {10.1137/120904378},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Rahman14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SchickHM14,
  author    = {Michael Schick and
               Vincent Heuveline and
               O. P. Le Ma},
  title     = {A Newton-Galerkin Method for Fluid Flow Exhibiting Uncertain Periodic
               Dynamics},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {153--173},
  year      = {2014},
  url       = {https://doi.org/10.1137/130908919},
  doi       = {10.1137/130908919},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SchickHM14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SpillerBBCPPW14,
  author    = {Elaine T. Spiller and
               Maria 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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {126--152},
  year      = {2014},
  url       = {https://doi.org/10.1137/120899285},
  doi       = {10.1137/120899285},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SpillerBBCPPW14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/StrongO14,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {106--125},
  year      = {2014},
  url       = {https://doi.org/10.1137/120889563},
  doi       = {10.1137/120889563},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/StrongO14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TangI14,
  author    = {Gary Tang and
               Gianluca Iaccarino},
  title     = {Subsampled Gauss Quadrature Nodes for Estimating Polynomial Chaos
               Expansions},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {423--443},
  year      = {2014},
  url       = {https://doi.org/10.1137/130913511},
  doi       = {10.1137/130913511},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/TangI14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WilliamsonB14,
  author    = {Daniel Williamson and
               Adam T. Blaker},
  title     = {Evolving Bayesian Emulators for Structured Chaotic Time Series, with
               Application to Large Climate Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {1--28},
  year      = {2014},
  url       = {https://doi.org/10.1137/120900915},
  doi       = {10.1137/120900915},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/WilliamsonB14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/XuLL14,
  author    = {Gongjun Xu and
               Guang Lin and
               Jingchen Liu},
  title     = {Rare-Event Simulation for the Stochastic Korteweg-de Vries Equation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {698--716},
  year      = {2014},
  url       = {https://doi.org/10.1137/130944473},
  doi       = {10.1137/130944473},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/XuLL14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhuNX14,
  author    = {Xueyu Zhu and
               Akil C. Narayan and
               Dongbin Xiu},
  title     = {Computational Aspects of Stochastic Collocation with Multifidelity
               Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {444--463},
  year      = {2014},
  url       = {https://doi.org/10.1137/130949154},
  doi       = {10.1137/130949154},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ZhuNX14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ArnstSG13,
  author    = {Maarten Arnst and
               Christian Soize and
               Roger G. Ghanem},
  title     = {Hybrid Sampling/Spectral Method for Solving Stochastic Coupled Problems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {218--243},
  year      = {2013},
  url       = {https://doi.org/10.1137/120894403},
  doi       = {10.1137/120894403},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ArnstSG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BatouS13,
  author    = {A. Batou and
               Christian Soize},
  title     = {Calculation of Lagrange Multipliers in the Construction of Maximum
               Entropy Distributions in High Stochastic Dimension},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {431--451},
  year      = {2013},
  url       = {https://doi.org/10.1137/120901386},
  doi       = {10.1137/120901386},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BatouS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BenderS13,
  author    = {Christian Bender and
               Jessica Steiner},
  title     = {A Posteriori Estimates for Backward SDEs},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {139--163},
  year      = {2013},
  url       = {https://doi.org/10.1137/120878689},
  doi       = {10.1137/120878689},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BenderS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BergerEG13,
  author    = {James O. Berger and
               Donald J. Estep and
               Max D. Gunzburger},
  title     = {Message from the Editors},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {1},
  year      = {2013},
  url       = {https://doi.org/10.1137/130973363},
  doi       = {10.1137/130973363},
  timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/BergerEG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ButlerDW13,
  author    = {Troy D. Butler and
               Clint Dawson and
               Tim Wildey},
  title     = {Propagation of Uncertainties Using Improved Surrogate Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {164--191},
  year      = {2013},
  url       = {https://doi.org/10.1137/120888399},
  doi       = {10.1137/120888399},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ButlerDW13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChengHYZ13,
  author    = {Mulin Cheng and
               Thomas Y. Hou and
               Mike P. Yan and
               Zhiwen Zhang},
  title     = {A Data-Driven Stochastic Method for Elliptic PDEs with Random Coefficients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {452--493},
  year      = {2013},
  url       = {https://doi.org/10.1137/130913249},
  doi       = {10.1137/130913249},
  timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/ChengHYZ13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DEliaG13,
  author    = {Marta D'Elia and
               Max D. Gunzburger},
  title     = {Coarse-Grid Sampling Interpolatory Methods for Approximating Gaussian
               Random Fields},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {270--296},
  year      = {2013},
  url       = {https://doi.org/10.1137/120883311},
  doi       = {10.1137/120883311},
  timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/DEliaG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ElmanL13,
  author    = {Howard C. Elman and
               Qifeng Liao},
  title     = {Reduced Basis Collocation Methods for Partial Differential Equations
               with Random Coefficients},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {192--217},
  year      = {2013},
  url       = {https://doi.org/10.1137/120881841},
  doi       = {10.1137/120881841},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/ElmanL13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Gratiet13,
  author    = {Lo{\"{\i}}c Le Gratiet},
  title     = {Bayesian Analysis of Hierarchical Multifidelity Codes},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {244--269},
  year      = {2013},
  url       = {https://doi.org/10.1137/120884122},
  doi       = {10.1137/120884122},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Gratiet13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HaasdonkUW13,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {79--105},
  year      = {2013},
  url       = {https://doi.org/10.1137/120876745},
  doi       = {10.1137/120876745},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HaasdonkUW13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeatonGS13,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {535--559},
  year      = {2013},
  url       = {https://doi.org/10.1137/12088505X},
  doi       = {10.1137/12088505X},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HeatonGS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Hessling13,
  author    = {Jan Peter Hessling},
  title     = {Deterministic Sampling for Propagating Model Covariance},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {297--318},
  year      = {2013},
  url       = {https://doi.org/10.1137/120899133},
  doi       = {10.1137/120899133},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Hessling13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HighamMRSY13,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {2--18},
  year      = {2013},
  url       = {https://doi.org/10.1137/120883803},
  doi       = {10.1137/120883803},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/HighamMRSY13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JarmanT13,
  author    = {K. D. Jarman Jr. and
               Alexandre M. Tartakovsky},
  title     = {A Comparison of Closures for Stochastic Advection-Diffusion Equations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {319--347},
  year      = {2013},
  url       = {https://doi.org/10.1137/120897419},
  doi       = {10.1137/120897419},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/JarmanT13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JinM13,
  author    = {Qinian Jin and
               Peter Math{\'{e}}},
  title     = {Oracle Inequality for a Statistical Raus-Gfrerer-Type Rule},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {386--407},
  year      = {2013},
  url       = {https://doi.org/10.1137/120889149},
  doi       = {10.1137/120889149},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/JinM13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KenzBS13,
  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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {348--369},
  year      = {2013},
  url       = {https://doi.org/10.1137/130917867},
  doi       = {10.1137/130917867},
  timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/juq/KenzBS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MinunnoOCP13,
  author    = {F. Minunno and
               Marcel 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   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {370--385},
  year      = {2013},
  url       = {https://doi.org/10.1137/120891344},
  doi       = {10.1137/120891344},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MinunnoOCP13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MurrayJP13,
  author    = {Lawrence M. Murray and
               Emlyn M. Jones and
               John S. Parslow},
  title     = {On Disturbance State-Space Models and the Particle Marginal Metropolis-Hastings
               Sampler},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {494--521},
  year      = {2013},
  url       = {https://doi.org/10.1137/130915376},
  doi       = {10.1137/130915376},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MurrayJP13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Owen13,
  author    = {Art B. Owen},
  title     = {Variance Components and Generalized Sobol' Indices},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {19--41},
  year      = {2013},
  url       = {https://doi.org/10.1137/120876782},
  doi       = {10.1137/120876782},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Owen13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PichenyG13,
  author    = {Victor Picheny and
               David Ginsbourger},
  title     = {A Nonstationary Space-Time Gaussian Process Model for Partially Converged
               Simulations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {57--78},
  year      = {2013},
  url       = {https://doi.org/10.1137/120882834},
  doi       = {10.1137/120882834},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PichenyG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Pulch13,
  author    = {Roland Pulch},
  title     = {Stochastic Galerkin Methods for Analyzing Equilibria of Random Dynamical
               Systems},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {408--430},
  year      = {2013},
  url       = {https://doi.org/10.1137/130923543},
  doi       = {10.1137/130923543},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Pulch13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SinghSJBL13,
  author    = {Kumaresh Singh and
               Adrian Sandu and
               M. Jardak and
               Kevin W. Bowman and
               Meemong Lee},
  title     = {A Practical Method to Estimate Information Content in the Context
               of 4D-Var Data Assimilation},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {106--138},
  year      = {2013},
  url       = {https://doi.org/10.1137/120884523},
  doi       = {10.1137/120884523},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SinghSJBL13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SteinS13,
  author    = {Jerome L. Stein and
               Seth Stein},
  title     = {Formulating Natural Hazard Policies under Uncertainty},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {42--56},
  year      = {2013},
  url       = {https://doi.org/10.1137/120891149},
  doi       = {10.1137/120891149},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/SteinS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Thorarinsdottir13,
  author    = {Thordis Linda Thorarinsdottir and
               Tilmann Gneiting and
               Nadine Gissibl},
  title     = {Using Proper Divergence Functions to Evaluate Climate Models},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {522--534},
  year      = {2013},
  url       = {https://doi.org/10.1137/130907550},
  doi       = {10.1137/130907550},
  timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/Thorarinsdottir13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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