Dick, Josef; Le Gia, Quoc T.; Schwab, Christoph Higher order quasi-Monte Carlo integration for holomorphic, parametric operator equations. (English) Zbl 1398.65031 SIAM/ASA J. Uncertain. Quantif. 4, 48-79 (2016). MSC: 65D30 65D32 65N30 PDF BibTeX XML Cite \textit{J. Dick} et al., SIAM/ASA J. Uncertain. Quantif. 4, 48--79 (2016; Zbl 1398.65031) Full Text: DOI arXiv
Montagna, S.; Tokdar, S. T. Computer emulation with nonstationary Gaussian processes. (English) Zbl 1387.62091 SIAM/ASA J. Uncertain. Quantif. 4, 26-47 (2016). MSC: 62K20 62L05 62F15 62P30 PDF BibTeX XML Cite \textit{S. Montagna} and \textit{S. T. Tokdar}, SIAM/ASA J. Uncertain. Quantif. 4, 26--47 (2016; Zbl 1387.62091) Full Text: DOI arXiv
Jiang, Jiahua; Chen, Yanlai; Narayan, Akil A goal-oriented reduced basis methods-accelerated generalized polynomial chaos algorithm. (English) Zbl 1352.65012 SIAM/ASA J. Uncertain. Quantif. 4, 1398-1420 (2016). MSC: 65C20 65N15 65N30 PDF BibTeX XML Cite \textit{J. Jiang} et al., SIAM/ASA J. Uncertain. Quantif. 4, 1398--1420 (2016; Zbl 1352.65012) Full Text: DOI arXiv
Eigel, Martin; Merdon, Christian Local equilibration error estimators for guaranteed error control in adaptive stochastic higher-order Galerkin finite element methods. (English) Zbl 1398.65297 SIAM/ASA J. Uncertain. Quantif. 4, 1372-1397 (2016). MSC: 65N30 35R60 47B80 60H35 65J10 65N15 PDF BibTeX XML Cite \textit{M. Eigel} and \textit{C. Merdon}, SIAM/ASA J. Uncertain. Quantif. 4, 1372--1397 (2016; Zbl 1398.65297) Full Text: DOI
László, András Convergence and error propagation results on a linear iterative unfolding method. (English) Zbl 1369.47012 SIAM/ASA J. Uncertain. Quantif. 4, 1345-1371 (2016). MSC: 47A52 47N30 65J10 62-07 65C60 PDF BibTeX XML Cite \textit{A. László}, SIAM/ASA J. Uncertain. Quantif. 4, 1345--1371 (2016; Zbl 1369.47012) Full Text: DOI arXiv
Bowman, Veronica E.; Woods, David C. Emulation of multivariate simulators using thin-plate splines with application to atmospheric dispersion. (English) Zbl 1352.62107 SIAM/ASA J. Uncertain. Quantif. 4, 1323-1344 (2016). MSC: 62J05 62P12 62M30 62H25 PDF BibTeX XML Cite \textit{V. E. Bowman} and \textit{D. C. Woods}, SIAM/ASA J. Uncertain. Quantif. 4, 1323--1344 (2016; Zbl 1352.62107) Full Text: DOI arXiv
Wang, Ting; Rathinam, Muruhan Efficiency of the Girsanov transformation approach for parametric sensitivity analysis of stochastic chemical kinetics. (English) Zbl 1355.92046 SIAM/ASA J. Uncertain. Quantif. 4, 1288-1322 (2016). MSC: 92C45 92E20 60H35 65C05 PDF BibTeX XML Cite \textit{T. Wang} and \textit{M. Rathinam}, SIAM/ASA J. Uncertain. Quantif. 4, 1288--1322 (2016; Zbl 1355.92046) Full Text: DOI arXiv
Bao, Gang; Chen, Chuchu; Li, Peijun Inverse random source scattering problems in several dimensions. (English) Zbl 1355.78025 SIAM/ASA J. Uncertain. Quantif. 4, 1263-1287 (2016). MSC: 78A46 65C30 35R60 35R30 78A45 45B05 65F22 PDF BibTeX XML Cite \textit{G. Bao} et al., SIAM/ASA J. Uncertain. Quantif. 4, 1263--1287 (2016; Zbl 1355.78025) Full Text: DOI
Geiersbach, Caroline; Heitzinger, Clemens; Tulzer, Gerhard Optimal approximation of the first-order corrector in multiscale stochastic elliptic PDE. (English) Zbl 1362.35343 SIAM/ASA J. Uncertain. Quantif. 4, 1246-1262 (2016). MSC: 35R60 35B27 60H25 60H35 PDF BibTeX XML Cite \textit{C. Geiersbach} et al., SIAM/ASA J. Uncertain. Quantif. 4, 1246--1262 (2016; Zbl 1362.35343) Full Text: DOI
Eigel, Martin; Merdon, Christian; Neumann, Johannes An adaptive multilevel Monte Carlo method with stochastic bounds for quantities of interest with uncertain data. (English) Zbl 1398.35306 SIAM/ASA J. Uncertain. Quantif. 4, 1219-1245 (2016). MSC: 35R60 35J25 47B80 60H35 65N12 65N30 65N75 PDF BibTeX XML Cite \textit{M. Eigel} et al., SIAM/ASA J. Uncertain. Quantif. 4, 1219--1245 (2016; Zbl 1398.35306) Full Text: DOI
Fox, Colin; Norton, Richard A. Fast sampling in a linear-Gaussian inverse problem. (English) Zbl 1398.94081 SIAM/ASA J. Uncertain. Quantif. 4, 1191-1218 (2016). MSC: 94A20 45Q05 47N30 62F15 65C60 PDF BibTeX XML Cite \textit{C. Fox} and \textit{R. A. Norton}, SIAM/ASA J. Uncertain. Quantif. 4, 1191--1218 (2016; Zbl 1398.94081) Full Text: DOI arXiv
Parno, Matthew; Moselhy, Tarek; Marzouk, Youssef A multiscale strategy for Bayesian inference using transport maps. (English) Zbl 1356.62038 SIAM/ASA J. Uncertain. Quantif. 4, 1160-1190 (2016). MSC: 62F15 65N21 86A22 62P35 PDF BibTeX XML Cite \textit{M. Parno} et al., SIAM/ASA J. Uncertain. Quantif. 4, 1160--1190 (2016; Zbl 1356.62038) Full Text: DOI arXiv
Fohring, J.; Haber, E. Adaptive A-optimal experimental design for linear dynamical systems. (English) Zbl 1352.62125 SIAM/ASA J. Uncertain. Quantif. 4, 1138-1159 (2016). MSC: 62K05 62P12 35R30 35Q86 86A05 86A15 35Q93 PDF BibTeX XML Cite \textit{J. Fohring} and \textit{E. Haber}, SIAM/ASA J. Uncertain. Quantif. 4, 1138--1159 (2016; Zbl 1352.62125) Full Text: DOI
Galindo, D.; Jantsch, P.; Webster, C. G.; Zhang, G. Accelerating stochastic collocation methods for partial differential equations with random input data. (English) Zbl 1352.65499 SIAM/ASA J. Uncertain. Quantif. 4, 1111-1137 (2016). MSC: 65N30 65N35 65N12 65N15 65C20 PDF BibTeX XML Cite \textit{D. Galindo} et al., SIAM/ASA J. Uncertain. Quantif. 4, 1111--1137 (2016; Zbl 1352.65499) Full Text: DOI arXiv
Malenova, G.; Motamed, M.; Runborg, O.; Tempone, R. A sparse stochastic collocation technique for high-frequency wave propagation with uncertainty. (English) Zbl 1362.35344 SIAM/ASA J. Uncertain. Quantif. 4, 1084-1110 (2016). MSC: 35R60 35L05 35B65 65M70 PDF BibTeX XML Cite \textit{G. Malenova} et al., SIAM/ASA J. Uncertain. Quantif. 4, 1084--1110 (2016; Zbl 1362.35344) Full Text: DOI arXiv
Song, Eunhye; Nelson, Barry L.; Staum, Jeremy Shapley effects for global sensitivity analysis: theory and computation. (English) Zbl 1403.62226 SIAM/ASA J. Uncertain. Quantif. 4, 1060-1083 (2016). MSC: 62P20 91A12 PDF BibTeX XML Cite \textit{E. Song} et al., SIAM/ASA J. Uncertain. Quantif. 4, 1060--1083 (2016; Zbl 1403.62226) Full Text: DOI
Kunoth, Angela; Schwab, Christoph Sparse adaptive tensor Galerkin approximations of stochastic PDE-constrained control problems. (English) Zbl 1398.65252 SIAM/ASA J. Uncertain. Quantif. 4, 1034-1059 (2016). MSC: 65M60 49N10 65K10 65M75 PDF BibTeX XML Cite \textit{A. Kunoth} and \textit{C. Schwab}, SIAM/ASA J. Uncertain. Quantif. 4, 1034--1059 (2016; Zbl 1398.65252) Full Text: DOI
Padonou, Esperan; Roustant, Olivier Polar Gaussian processes and experimental designs in circular domains. (English) Zbl 1354.60039 SIAM/ASA J. Uncertain. Quantif. 4, 1014-1033 (2016). MSC: 60G15 62K20 62K05 65D05 65D10 62P30 PDF BibTeX XML Cite \textit{E. Padonou} and \textit{O. Roustant}, SIAM/ASA J. Uncertain. Quantif. 4, 1014--1033 (2016; Zbl 1354.60039) Full Text: DOI
Despres, Bruno; Perthame, Benoit Uncertainty propagation; intrusive kinetic formulations of scalar conservation laws. (English) Zbl 1362.35342 SIAM/ASA J. Uncertain. Quantif. 4, 980-1013 (2016). MSC: 35R60 35L65 35A35 PDF BibTeX XML Cite \textit{B. Despres} and \textit{B. Perthame}, SIAM/ASA J. Uncertain. Quantif. 4, 980--1013 (2016; Zbl 1362.35342) Full Text: DOI
Römer, Ulrich; Schöps, Sebastian; Weiland, Thomas Stochastic modeling and regularity of the nonlinear elliptic curl-curl equation. (English) Zbl 1355.78014 SIAM/ASA J. Uncertain. Quantif. 4, 952-979 (2016). MSC: 78A30 65N15 65N35 65N30 65N12 PDF BibTeX XML Cite \textit{U. Römer} et al., SIAM/ASA J. Uncertain. Quantif. 4, 952--979 (2016; Zbl 1355.78014) Full Text: DOI arXiv
Bergou, E.; Gratton, S.; Vicente, L. N. Levenberg-Marquardt methods based on probabilistic gradient models and inexact subproblem solution, with application to data assimilation. (English) Zbl 1358.90156 SIAM/ASA J. Uncertain. Quantif. 4, 924-951 (2016). MSC: 90C56 90C15 90C30 93E24 PDF BibTeX XML Cite \textit{E. Bergou} et al., SIAM/ASA J. Uncertain. Quantif. 4, 924--951 (2016; Zbl 1358.90156) Full Text: DOI Link
Berliner, L. Mark; Brynjarsdóttir, Jenný A framework for multi-model ensembling. (English) Zbl 1356.62225 SIAM/ASA J. Uncertain. Quantif. 4, 902-923 (2016). MSC: 62P12 62F15 65C60 62G07 86A32 PDF BibTeX XML Cite \textit{L. M. Berliner} and \textit{J. Brynjarsdóttir}, SIAM/ASA J. Uncertain. Quantif. 4, 902--923 (2016; Zbl 1356.62225) Full Text: DOI
Frenklach, Michael; Packard, Andrew; Garcia-Donato, Gonzalo; Paulo, Rui; Sacks, Jerome Comparison of statistical and deterministic frameworks of uncertainty quantification. (English) Zbl 1356.62037 SIAM/ASA J. Uncertain. Quantif. 4, 875-901 (2016). MSC: 62F15 62P35 65C60 PDF BibTeX XML Cite \textit{M. Frenklach} et al., SIAM/ASA J. Uncertain. Quantif. 4, 875--901 (2016; Zbl 1356.62037) Full Text: DOI
Azzimonti, Dario; Bect, Julien; Chevalier, Clément; Ginsbourger, David Quantifying uncertainties on excursion sets under a Gaussian random field prior. (English) Zbl 1352.62144 SIAM/ASA J. Uncertain. Quantif. 4, 850-874 (2016). MSC: 62M30 60G15 PDF BibTeX XML Cite \textit{D. Azzimonti} et al., SIAM/ASA J. Uncertain. Quantif. 4, 850--874 (2016; Zbl 1352.62144) Full Text: DOI arXiv Link
Capistrán, Marcos A.; Christen, J. Andrés; Donnet, Sophie Bayesian analysis of ODEs: solver optimal accuracy and Bayes factors. (English) Zbl 1352.65193 SIAM/ASA J. Uncertain. Quantif. 4, 829-849 (2016). MSC: 65L09 65L06 62F15 62P99 PDF BibTeX XML Cite \textit{M. A. Capistrán} et al., SIAM/ASA J. Uncertain. Quantif. 4, 829--849 (2016; Zbl 1352.65193) Full Text: DOI arXiv
Gorodetsky, Alex; Marzouk, Youssef Mercer kernels and integrated variance experimental design: connections between Gaussian process regression and polynomial approximation. (English) Zbl 1342.62061 SIAM/ASA J. Uncertain. Quantif. 4, 796-828 (2016). MSC: 62G08 65D15 PDF BibTeX XML Cite \textit{A. Gorodetsky} and \textit{Y. Marzouk}, SIAM/ASA J. Uncertain. Quantif. 4, 796--828 (2016; Zbl 1342.62061) Full Text: DOI arXiv
Tuo, Rui; Jeff Wu, C. F. A theoretical framework for calibration in computer models: parametrization, estimation and convergence properties. (English) Zbl 1383.62354 SIAM/ASA J. Uncertain. Quantif. 4, 767-795 (2016). MSC: 62P30 62F12 62F15 62P35 PDF BibTeX XML Cite \textit{R. Tuo} and \textit{C. F. Jeff Wu}, SIAM/ASA J. Uncertain. Quantif. 4, 767--795 (2016; Zbl 1383.62354) Full Text: DOI arXiv
Beck, Joakim; Guillas, Serge Sequential design with mutual information for computer experiments (MICE): emulation of a tsunami model. (English) Zbl 1349.62364 SIAM/ASA J. Uncertain. Quantif. 4, 739-766 (2016). MSC: 62L05 62K99 62M20 86A05 86A15 65Y20 PDF BibTeX XML Cite \textit{J. Beck} and \textit{S. Guillas}, SIAM/ASA J. Uncertain. Quantif. 4, 739--766 (2016; Zbl 1349.62364) Full Text: DOI arXiv
De Lozzo, Matthias; Marrel, Amandine Estimation of the derivative-based global sensitivity measures using a Gaussian process metamodel. (English) Zbl 1386.65059 SIAM/ASA J. Uncertain. Quantif. 4, 708-738 (2016). MSC: 65C60 62G99 60G15 62P30 PDF BibTeX XML Cite \textit{M. De Lozzo} and \textit{A. Marrel}, SIAM/ASA J. Uncertain. Quantif. 4, 708--738 (2016; Zbl 1386.65059) Full Text: DOI
Das, Sonjoy; Chakravarty, Sourish Predictive algorithm for detection of microcracks from macroscale observables. (English) Zbl 1383.74095 SIAM/ASA J. Uncertain. Quantif. 4, 660-707 (2016). MSC: 74S60 65N21 65C50 74Q20 90C26 90C90 PDF BibTeX XML Cite \textit{S. Das} and \textit{S. Chakravarty}, SIAM/ASA J. Uncertain. Quantif. 4, 660--707 (2016; Zbl 1383.74095) Full Text: DOI
Nanty, Simon; Helbert, Céline; Marrel, Amandine; Pérot, Nadia; Prieur, Clémentine Sampling, metamodeling, and sensitivity analysis of numerical simulators with functional stochastic inputs. (English) Zbl 1386.65061 SIAM/ASA J. Uncertain. Quantif. 4, 636-659 (2016). MSC: 65C60 62M99 62D05 62P30 62K99 PDF BibTeX XML Cite \textit{S. Nanty} et al., SIAM/ASA J. Uncertain. Quantif. 4, 636--659 (2016; Zbl 1386.65061) Full Text: DOI
Ozen, H. Cagan; Bal, Guillaume Dynamical polynomial chaos expansions and long time evolution of differential equations with random forcing. (English) Zbl 1346.60108 SIAM/ASA J. Uncertain. Quantif. 4, 609-635 (2016). MSC: 60H35 60H10 60H25 60J25 34F05 65C30 PDF BibTeX XML Cite \textit{H. C. Ozen} and \textit{G. Bal}, SIAM/ASA J. Uncertain. Quantif. 4, 609--635 (2016; Zbl 1346.60108) Full Text: DOI arXiv
Chustagulprom, Nawinda; Reich, Sebastian; Reinhardt, Maria A hybrid ensemble transform particle filter for nonlinear and spatially extended dynamical systems. (English) Zbl 1343.65009 SIAM/ASA J. Uncertain. Quantif. 4, 592-608 (2016). MSC: 65C60 62F15 65C05 62M20 PDF BibTeX XML Cite \textit{N. Chustagulprom} et al., SIAM/ASA J. Uncertain. Quantif. 4, 592--608 (2016; Zbl 1343.65009) Full Text: DOI arXiv
Mishra, Siddhartha; Risebro, Nils Henrik; Schwab, Christoph; Tokareva, Svetlana Numerical solution of scalar conservation laws with random flux functions. (English) Zbl 1343.65007 SIAM/ASA J. Uncertain. Quantif. 4, 552-591 (2016). MSC: 65C30 60H15 60H35 35R60 65C05 65M08 35L65 PDF BibTeX XML Cite \textit{S. Mishra} et al., SIAM/ASA J. Uncertain. Quantif. 4, 552--591 (2016; Zbl 1343.65007) Full Text: DOI Link
Harbrecht, Helmut; Peters, Michael; Siebenmorgen, Markus Multilevel accelerated quadrature for PDEs with log-normally distributed diffusion coefficient. (English) Zbl 1343.65006 SIAM/ASA J. Uncertain. Quantif. 4, 520-551 (2016). MSC: 65C30 60H15 60H35 35R60 65C05 65M60 PDF BibTeX XML Cite \textit{H. Harbrecht} et al., SIAM/ASA J. Uncertain. Quantif. 4, 520--551 (2016; Zbl 1343.65006) Full Text: DOI Link
Oughton, Rachel H.; Craig, Peter S. Hierarchical emulation: a method for modeling and comparing nested simulators. (English) Zbl 1386.65063 SIAM/ASA J. Uncertain. Quantif. 4, 495-519 (2016). MSC: 65C60 62F15 PDF BibTeX XML Cite \textit{R. H. Oughton} and \textit{P. S. Craig}, SIAM/ASA J. Uncertain. Quantif. 4, 495--519 (2016; Zbl 1386.65063) Full Text: DOI
Barajas-Solano, David A.; Tartakovsky, Daniel M. Stochastic collocation methods for nonlinear parabolic equations with random coefficients. (English) Zbl 1343.65005 SIAM/ASA J. Uncertain. Quantif. 4, 475-494 (2016). MSC: 65C30 60H15 60H35 35R60 35K55 35J60 65M70 65N35 65C05 65Y20 PDF BibTeX XML Cite \textit{D. A. Barajas-Solano} and \textit{D. M. Tartakovsky}, SIAM/ASA J. Uncertain. Quantif. 4, 475--494 (2016; Zbl 1343.65005) Full Text: DOI Link
Berlyand, Leonid; Jabin, Pierre-Emmanuel; Potomkin, Mykhailo Complexity reduction in many particle systems with random initial data. (English) Zbl 1342.35175 SIAM/ASA J. Uncertain. Quantif. 4, 446-474 (2016). MSC: 35L65 35L71 82-08 PDF BibTeX XML Cite \textit{L. Berlyand} et al., SIAM/ASA J. Uncertain. Quantif. 4, 446--474 (2016; Zbl 1342.35175) Full Text: DOI arXiv
Bao, Feng; Cao, Yanzhao; Meir, Amnon; Zhao, Weidong A first order scheme for backward doubly stochastic differential equations. (English) Zbl 1343.60096 SIAM/ASA J. Uncertain. Quantif. 4, 413-445 (2016). MSC: 60H35 60H10 65C30 60G35 PDF BibTeX XML Cite \textit{F. Bao} et al., SIAM/ASA J. Uncertain. Quantif. 4, 413--445 (2016; Zbl 1343.60096) Full Text: DOI
Manzoni, A.; Pagani, S.; Lassila, T. Accurate solution of Bayesian inverse uncertainty quantification problems combining reduced basis methods and reduction error models. (English) Zbl 1383.35251 SIAM/ASA J. Uncertain. Quantif. 4, 380-412 (2016). MSC: 35R30 65N21 65N30 PDF BibTeX XML Cite \textit{A. Manzoni} et al., SIAM/ASA J. Uncertain. Quantif. 4, 380--412 (2016; Zbl 1383.35251) Full Text: DOI Link
Bachouch, Achref; Gobet, Emmanuel; Matoussi, Anis Empirical regression method for backward doubly stochastic differential equations. (English) Zbl 1345.60067 SIAM/ASA J. Uncertain. Quantif. 4, 358-379 (2016). MSC: 60H35 60H10 60H15 62G08 65C30 90C39 PDF BibTeX XML Cite \textit{A. Bachouch} et al., SIAM/ASA J. Uncertain. Quantif. 4, 358--379 (2016; Zbl 1345.60067) Full Text: DOI
Ko, Jordan; Wynn, Henry P. The algebraic method in quadrature for uncertainty quantification. (English) Zbl 1342.62135 SIAM/ASA J. Uncertain. Quantif. 4, 331-357 (2016). MSC: 62K20 65D30 65D32 70G55 PDF BibTeX XML Cite \textit{J. Ko} and \textit{H. P. Wynn}, SIAM/ASA J. Uncertain. Quantif. 4, 331--357 (2016; Zbl 1342.62135) Full Text: DOI Link
Elfverson, Daniel; Hellman, Fredrik; Målqvist, Axel A multilevel Monte Carlo method for computing failure probabilities. (English) Zbl 1343.65004 SIAM/ASA J. Uncertain. Quantif. 4, 312-330 (2016). MSC: 65C05 65C30 60H15 60H35 65N15 PDF BibTeX XML Cite \textit{D. Elfverson} et al., SIAM/ASA J. Uncertain. Quantif. 4, 312--330 (2016; Zbl 1343.65004) Full Text: DOI arXiv Link
Silvester, David; Pranjal An optimal solver for linear systems arising from stochastic FEM approximation of diffusion equations with random coefficients. (English) Zbl 1398.65284 SIAM/ASA J. Uncertain. Quantif. 4, 298-311 (2016). MSC: 65N22 35R60 65C05 35C20 65N15 65N30 65N75 PDF BibTeX XML Cite \textit{D. Silvester} and \textit{Pranjal}, SIAM/ASA J. Uncertain. Quantif. 4, 298--311 (2016; Zbl 1398.65284) Full Text: DOI
Wentworth, Mami T.; Smith, Ralph C.; Banks, H. T. Parameter selection and verification techniques based on global sensitivity analysis illustrated for an HIV model. (English) Zbl 1341.92080 SIAM/ASA J. Uncertain. Quantif. 4, 266-297 (2016). MSC: 92D30 62P10 92B15 PDF BibTeX XML Cite \textit{M. T. Wentworth} et al., SIAM/ASA J. Uncertain. Quantif. 4, 266--297 (2016; Zbl 1341.92080) Full Text: DOI
Vidal-Codina, F.; Nguyen, N. C.; Giles, M. B.; Peraire, J. An empirical interpolation and model-variance reduction method for computing statistical outputs of parametrized stochastic partial differential equations. (English) Zbl 1386.65044 SIAM/ASA J. Uncertain. Quantif. 4, 244-265 (2016). MSC: 65C30 60H30 65C05 60H35 35J20 35J25 35R60 65M60 PDF BibTeX XML Cite \textit{F. Vidal-Codina} et al., SIAM/ASA J. Uncertain. Quantif. 4, 244--265 (2016; Zbl 1386.65044) Full Text: DOI
Mittal, A.; Chen, X.; Tong, A. H.; Iaccarino, G. A flexible uncertainty propagation framework for general multiphysics systems. (English) Zbl 1348.60101 SIAM/ASA J. Uncertain. Quantif. 4, 218-243 (2016). MSC: 60H30 60H15 60H35 65C30 65C50 PDF BibTeX XML Cite \textit{A. Mittal} et al., SIAM/ASA J. Uncertain. Quantif. 4, 218--243 (2016; Zbl 1348.60101) Full Text: DOI
Grigoriu, M. Microstructure models and material response by extreme value theory. (English) Zbl 1347.60060 SIAM/ASA J. Uncertain. Quantif. 4, 190-217 (2016). MSC: 60G70 60H15 60H30 60G15 60G60 62M15 62M40 65C20 74Q99 PDF BibTeX XML Cite \textit{M. Grigoriu}, SIAM/ASA J. Uncertain. Quantif. 4, 190--217 (2016; Zbl 1347.60060) Full Text: DOI
Sousedík, Bedřich; Elman, Howard C. Inverse subspace iteration for spectral stochastic finite element methods. (English) Zbl 1336.65060 SIAM/ASA J. Uncertain. Quantif. 4, 163-189 (2016). MSC: 65F18 PDF BibTeX XML Cite \textit{B. Sousedík} and \textit{H. C. Elman}, SIAM/ASA J. Uncertain. Quantif. 4, 163--189 (2016; Zbl 1336.65060) Full Text: DOI arXiv Link
Rahman, Sharif The \(f\)-sensitivity index. (English) Zbl 1348.62015 SIAM/ASA J. Uncertain. Quantif. 4, 130-162 (2016). MSC: 62B10 62G07 62H30 62P30 65C05 65C30 PDF BibTeX XML Cite \textit{S. Rahman}, SIAM/ASA J. Uncertain. Quantif. 4, 130--162 (2016; Zbl 1348.62015) Full Text: DOI arXiv
Kang, Lulu; Joseph, V. Roshan Kernel approximation: from regression to interpolation. (English) Zbl 1381.62063 SIAM/ASA J. Uncertain. Quantif. 4, 112-129 (2016). MSC: 62G08 62C12 PDF BibTeX XML Cite \textit{L. Kang} and \textit{V. R. Joseph}, SIAM/ASA J. Uncertain. Quantif. 4, 112--129 (2016; Zbl 1381.62063) Full Text: DOI Link
Dupuis, Paul; Katsoulakis, Markos A.; Pantazis, Yannis; Plecháč, Petr Path-space information bounds for uncertainty quantification and sensitivity analysis of stochastic dynamics. (English) Zbl 1371.65004 SIAM/ASA J. Uncertain. Quantif. 4, 80-111 (2016). MSC: 65C05 60J10 60J25 62B10 PDF BibTeX XML Cite \textit{P. Dupuis} et al., SIAM/ASA J. Uncertain. Quantif. 4, 80--111 (2016; Zbl 1371.65004) Full Text: DOI arXiv
Wang, Xiaojing; Berger, James O. Estimating shape constrained functions using Gaussian processes. (English) Zbl 1347.60040 SIAM/ASA J. Uncertain. Quantif. 4, 1-25 (2016). MSC: 60G15 62G05 62G08 62F15 62F30 65C60 62P30 PDF BibTeX XML Cite \textit{X. Wang} and \textit{J. O. Berger}, SIAM/ASA J. Uncertain. Quantif. 4, 1--25 (2016; Zbl 1347.60040) Full Text: DOI