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Sparse polynomial chaos expansion for high-dimensional nonlinear damage mechanics · Study

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ArticleSparse polynomial chaos expansion for high-dimensional nonlinear damage mechanics

Esther dos Santos Oliveira2023

Article2023

Sparse polynomial chaos expansion for high-dimensional nonlinear damage mechanics

Esther dos Santos Oliveira · Udo Nackenhorst

12 citations·0/0 files stored·Probabilistic Engineering Mechanics

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Probabilistic and Robust Engineering Design Model Reduction and Neural Networks Numerical methods in engineering

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References

1991Stochastic Finite Elements: A Spectral Approach 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations 2010Adaptive sparse polynomial chaos expansion based on least angle regression 2014UQLab: A Framework for Uncertainty Quantification in Matlab 2016Handbook of Uncertainty Quantification 2010Spectral methods for uncertainty quantification : with applications to computational fluid dynamics 2014Numerical methods for the discretization of random fields by means of the Karhunen–Loève expansion 2021Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark

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Year2023

Typearticle

Published2023-11-24

VenueProbabilistic Engineering Mechanics

ISSN-L0266-8920

Languageen

Citations12

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.probengmech.2023.103556

openalex_workW4388968615

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