A critical appraisal of design of experiments for uncertainty quantification
type: Item
instance of: scholarly article
title: A critical appraisal of design of experiments for uncertainty quantification
zbMATH Open document ID: 1397.62271
author: Biswarup Bhattacharyya
published in: Archives of Computational Methods in Engineering
publication date: 2018-10-05T00:00:00Z
Mathematics Subject Classification ID: 62K05
Mathematics Subject Classification ID: 62K15
Mathematics Subject Classification ID: 62-02
Mathematics Subject Classification ID: 62L05
zbMATH DE Number: 6947518
zbMATH Keywords: design of experiments
zbMATH Keywords: sequential experimental design
zbMATH Keywords: polynomial chaos expansion
zbMATH Keywords: Kriging
zbMATH Keywords: uncertainty quantification
describes a project that uses: SVMTorch
describes a project that uses: COSSAN
describes a project that uses: COSSAN-X
MaRDI profile type: Publication
full work available at URL: s11831-017-9211-x
OpenAlex ID: W2586285627
Wikidata QID: Q113323019
cites work: Simulation and the Monte Carlo Method
cites work: SVMTorch: Support vector machines for large-scale regression problems.
cites work: Support vector machine learning algorithm and transduction
cites work: Structural reliability analysis for implicit performance function using radial basis function network
cites work: High‐dimensional model representation for structural reliability analysis
cites work: Probabilistic Analysis Using High Dimensional Model Representation and Fast Fourier Transform
cites work: The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations
cites work: Stochastic processes and orthogonal polynomials
cites work: Sparse polynomial chaos expansions and adaptive stochastic finite elements using a regression approach
cites work: Adaptive sparse polynomial chaos expansion based on least angle regression
cites work: Least angle regression. (With discussion)
cites work: Application of the polynomial chaos expansion to the simulation of chemical reactors with uncertainties
cites work: Local Polynomial Chaos Expansion for Linear Differential Equations with High Dimensional Random Inputs
cites work: Analysis of multi-objective Kriging-based methods for constrained global optimization
cites work: A critical assessment of Kriging model variants for high-fidelity uncertainty quantification in dynamics of composite shells
cites work: Design and analysis of computer experiments. With comments and a rejoinder by the authors
cites work: The design and analysis of computer experiments.
cites work: A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code
cites work: Minimum Aberration and Model Robustness for Two-Level Fractional Factorial Designs
cites work: Extension of Central Composite Design for Second-Order Response Surface Model Building
cites work: Optimal Latin-hypercube designs for computer experiments
cites work: Large Sample Properties of Simulations Using Latin Hypercube Sampling
cites work: A new surrogate modeling technique combining Kriging and polynomial chaos expansions - application to uncertainty analysis in computational dosimetry
cites work: Hierarchical Nonlinear Approximation for Experimental Design and Statistical Data Fitting
cites work: Multi-fidelity optimization via surrogate modelling
cites work: On the distribution of points in a cube and the approximate evaluation of integrals
cites work: A non-intrusive model reduction approach for polynomial chaos expansion using proper orthogonal decomposition
cites work: A comparison of two sampling methods for global sensitivity analysis
cites work: Advanced response surface method for mechanical reliability analysis
cites work: A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments
cites work: Q3160669
cites work: Q4003879
cites work: Point sets and sequences with small discrepancy
cites work: Maximin Latin Hypercube Designs in Two Dimensions
cites work: Finding maximin Latin hypercube designs by iterated local search heuristics
cites work: Exploratory designs for computational experiments
cites work: Q3498633
cites work: An algorithm for fast optimal Latin hypercube design of experiments
cites work: Algorithmic construction of optimal symmetric Latin hypercube designs.
cites work: Centroidal Voronoi Tessellations: Applications and Algorithms
cites work: Distributing many points on a sphere
cites work: Universally optimal distribution of points on spheres
cites work: Q3997987
cites work: Multivariate function approximations using the D-MORPH algorithm
DOI: 10.1007/S11831-017-9211-X
description: scientific article; zbMATH DE number 6947518