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Adaptive sparse polynomial chaos expansion based on least angle regression · Study

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ArticleAdaptive sparse polynomial chaos expansion based on least angle regression

Géraud Blatman2010

Article2010

Adaptive sparse polynomial chaos expansion based on least angle regression

Géraud Blatman · Bruno Sudret

1,507 citations·0/0 files stored·Journal of Computational Physics

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Probabilistic and Robust Engineering Design Model Reduction and Neural Networks Gaussian Processes and Bayesian Inference

Abstract

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Citations in this library

Stored only when both papers are in the corpus — 1,507 citations exist upstream.

References

2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 1991Stochastic Finite Elements: A Spectral Approach 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 2007Global sensitivity analysis using polynomial chaos expansions 2005High-Order Collocation Methods for Differential Equations with Random Inputs 2005Design and Analysis of Experiments

Cited by

2014UQLab: A Framework for Uncertainty Quantification in Matlab 2015POLYNOMIAL-CHAOS-BASED KRIGING 2010Efficient computation of global sensitivity indices using sparse polynomial chaos expansions 2018An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis 2017An efficient reliability method combining adaptive Support Vector Machine and Monte Carlo Simulation 2022Active learning for structural reliability: Survey, general framework and benchmark 2020Adaptive approaches in metamodel-based reliability analysis: A review 2016Rare Event Estimation Using Polynomial-Chaos Kriging

Details

Year2010

Typearticle

Published2010-12-29

VenueJournal of Computational Physics

ISSN-L0021-9991

Languageen

Citations1,507

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

Identifiers

doi10.1016/j.jcp.2010.12.021

openalex_workW2045355467

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