A novel approach for multi‐output structural system reliability problem with small failure probability

DOI10.1002/nme.7097OpenAlexW4291117012MaRDI QIDQ6092231

Hua-Ming Qian, Hong-Zhong Huang, Jing Wei, Yan-Feng Li

Publication date: 23 November 2023

Published in: International Journal for Numerical Methods in Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/nme.7097

zbMATH Keywords

importance samplingreliability analysissmall failure probabilitymulti-output structural systemmultiple response Gaussian process

Mathematics Subject Classification ID

Statistics (62-XX) Mechanics of deformable solids (74-XX)

Cites Work

• A combined projection-outline-based active learning Kriging and adaptive importance sampling method for hybrid reliability analysis with small failure probabilities
• A new learning function for kriging and its applications to solve reliability problems in engineering
• A new reliability method for small failure probability problems by combining the adaptive importance sampling and surrogate models
• Efficient local adaptive Kriging approximation method with single-loop strategy for reliability-based design optimization
• Adaptive kriging-based efficient reliability method for structural systems with multiple failure modes and mixed variables
• Efficient reliability analysis based on adaptive sequential sampling design and cross-validation

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