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A fast-convergence algorithm for reliability analysis based on the AK-MCS · Study

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ArticleA fast-convergence algorithm for reliability analysis based on the AK-MCS

Yifang Xiong2021

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Articlebronze2021

A fast-convergence algorithm for reliability analysis based on the AK-MCS

Yifang Xiong · Suresh Sampath

39 citations·0/0 files stored·Reliability Engineering & System Safety

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Probabilistic and Robust Engineering Design Reliability and Maintenance Optimization Geotechnical Engineering and Analysis

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References

2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation 2007Kriging metamodeling in simulation: A review 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions 2009An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis 2001Reliability analysis—a review and some perspectives 2012A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models 2013Metamodel-based importance sampling for structural reliability analysis

Cited by

2021Surrogate assisted active subspace and active subspace assisted surrogate—A new paradigm for high dimensional structural reliability analysis 2023AGP-MCS+D: An active learning reliability analysis method combining dependent Gaussian process and Monte Carlo simulation 2023An efficient sequential anisotropic RBF reliability analysis method with fast cross-validation and parallelizability 2023P-AK-MCS: Parallel AK-MCS method for structural reliability analysis

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Details

Year2021

Typearticle

Published2021-04-18

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations39

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.ress.2021.107693

openalex_workW3154236404

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2022A novel hybrid adaptive scheme for Kriging-based reliability estimation – A comparative study

2022Ensemble of metamodels-assisted probability density evolution method for structural reliability analysis

2023CSP-free adaptive Kriging surrogate model method for reliability analysis with small failure probability

2025Surrogate modeling for probability distribution estimation: Uniform or adaptive design?