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Chenghu Tang
Northwestern Polytechnical University
Markov chain Monte CarloSurrogate modelMonte Carlo methodImportance samplingSampling (statistics)
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#1Pengfei Wei (NPU: Northwestern Polytechnical University)
#2Chenghu Tang (NPU: Northwestern Polytechnical University)
Last. Yuting Yang (NPU: Northwestern Polytechnical University)
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The aim of this article is to study the reliability analysis, parametric reliability sensitivity analysis and global reliability sensitivity analysis of structures with extremely rare failure events. First, the global reliability sensitivity indices are restudied, and we show that the total effect index can also be interpreted as the effect of randomly copying each individual input variable on the failure surface. Second, a new method, denoted as Active learning Kriging Markov Chain Monte Carlo ...
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