Simplex Stochastic Collocation with Random Sampling and Extrapolation for Nonhypercube Probability Spaces

From MaRDI portal
Publication:2904814

DOI10.1137/100817504zbMath1248.65013OpenAlexW2082914312MaRDI QIDQ2904814

Gianluca Iaccarino, Jeroen A. S. Witteveen

Publication date: 23 August 2012

Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/100817504




Related Items (21)

Goal-oriented uncertainty propagation using stochastic adjointsSimplex-stochastic collocation method with improved scalabilityA novel Monte Carlo approach to hybrid local volatility modelsUncertainty quantification for complex systems with very high dimensional response using Grassmann manifold variationsSubcell resolution in simplex stochastic collocation for spatial discontinuitiesVariational inference with NoFAS: normalizing flow with adaptive surrogate for computationally expensive modelsA simplex-based numerical framework for simple and efficient robust design optimizationSparse grids-based stochastic approximations with applications to aerodynamics sensitivity analysisAn hp‐adaptive multi‐element stochastic collocation method for surrogate modeling with information re‐useAPPROXIMATING SMOOTH, MULTIVARIATE FUNCTIONS ON IRREGULAR DOMAINSKriging-sparse polynomial dimensional decomposition surrogate model with adaptive refinementCOLLOCATING VOLATILITY: A COMPETITIVE ALTERNATIVE TO STOCHASTIC LOCAL VOLATILITY MODELSEstimating parameter and discretization uncertainties using a laminar-turbulent transition modelAn adaptive wavelet optimized finite difference B-spline polynomial chaos method for random partial differential equationsA hybrid anchored-ANOVA - POD/Kriging method for uncertainty quantification in unsteady high-fidelity CFD simulationsAn adaptive strategy on the error of the objective functions for uncertainty-based derivative-free optimizationA generalized multi-resolution expansion for uncertainty propagation with application to cardiovascular modelingGoal-oriented error control of stochastic system approximations using metric-based anisotropic adaptationsAn Adaptive Minimum Spanning Tree Multielement Method for Uncertainty Quantification of Smooth and Discontinuous ResponsesAdaptive sampling-based quadrature rules for efficient Bayesian predictionEssentially Non-oscillatory Stencil Selection and Subcell Resolution in Uncertainty Quantification




This page was built for publication: Simplex Stochastic Collocation with Random Sampling and Extrapolation for Nonhypercube Probability Spaces