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Bayesian updating based method with dimension reduction integral technique for efficiently estimating multi-mode system failure probability function

delete2025-06-16
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PRE
AI
Y
Yizhou Chen
Z
Zhenzhou Lü
Y
Yifan Guo
X
Xinglin Li
吴晓敏 cover
吴晓敏 (Xiaomin Wu)
DOI:10.1016/j.compstruc.2025.107859delete
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Abstract

Abstract

En 中文
• Decouple system failure probability function by Bayesian updating. • Employ dimensional reduction integral in Bayesian updating to reduce variance. • Adaptively train Kriging model to improve efficiency in exploring the failure domain.

Journal

C
Computers and Structures
IF:
4.8
Papers:
6.2K
Citations:
1.7W

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Cited Papers

Cited Papers

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errYuan, Xiukai; Qian, Yugeng; Chen, Jingqiang; Faes, Matthias G. R.; Valdebenito, Marcos A.; Beer, Michael
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