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Structural reliability analysis by a Bayesian sparse polynomial chaos expansion · Study

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ArticleStructural reliability analysis by a Bayesian sparse polynomial chaos expansion

Biswarup Bhattacharyya2021

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Articlebronze2021

Structural reliability analysis by a Bayesian sparse polynomial chaos expansion

Biswarup Bhattacharyya

31 citations·0/0 files stored·Structural Safety

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Probabilistic and Robust Engineering Design Geotechnical Engineering and Analysis Gaussian Processes and Bayesian Inference

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References

2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations 1974Exact and Invariant Second-Moment Code Format 2001Estimation of small failure probabilities in high dimensions by subset simulation 1978Structural reliability under combined random load sequences 2010Adaptive sparse polynomial chaos expansion based on least angle regression 1990A fast and efficient response surface approach for structural reliability problems 2009An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis 2002On Latin hypercube sampling for structural reliability analysis

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2025ASVR-GPSO: a novel hybrid active support vector regression and global-best partial swarm optimization for structural reliability analysis 2023Advanced virtual model assisted most probable point capturing method for engineering structures 2024An enhanced learning function for bootstrap polynomial chaos expansion-based enhanced active learning algorithm for reliability analysis of structure 2025A hybrid polynomial chaos expansion – Gaussian process regression method for Bayesian uncertainty quantification and sensitivity analysis

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Year2021

Typearticle

Published2021-01-18

VenueStructural Safety

ISSN-L0167-4730

Languageen

Citations31

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.strusafe.2020.102074

openalex_workW3122431067

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2022A novel response surface method for structural reliability

2025Combined dimensionality reduction based adaptive polynomial chaos expansion for high-dimensional reliability analysis

2025Reliability analysis of structures by multiple sparse polynomial chaos expansion based adaptive metamodel

2021Reliability analysis model of time-dependent multi-mode system under fuzzy uncertainty: Applied to undercarriage structures