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A reliability analysis method based on adaptive Kriging and partial least squares · Study

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ArticleA reliability analysis method based on adaptive Kriging and partial least squares

Yushan Liu2022

Article2022

A reliability analysis method based on adaptive Kriging and partial least squares

Yushan Liu · Luyi Li · Sihan Zhao · Changcong Zhou

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

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

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References

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 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation 2010Adaptive sparse polynomial chaos expansion based on least angle regression 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions 2012A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models 2001Moment methods for structural reliability

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2024Incremental learning of parameter spaces in machine-learning based reliability analysis 2025An improved AK-IS based on the adaptive radial-based importance sampling for reliability analysis

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Year2022

Typearticle

Published2022-07-27

VenueProbabilistic Engineering Mechanics

ISSN-L0266-8920

Languageen

Citations16

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.probengmech.2022.103342

openalex_workW4288046264

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