Original paper
Active sparse polynomial chaos expansion for system reliability analysis
Volume: 202, Pages: 107025 - 107025
Published: Oct 1, 2020
Abstract
Surrogate model techniques have been widely used for structural systems with expensively evaluated simulations. However, their application to system reliability problems meets the challenge since approximating multiple implicit performance functions is required to estimate small failure probabilities. In this paper, we demonstrate the potential of a newly active learning method based on polynomial chaos expansion (PCE) to alleviate the problem....
Paper Details
Title
Active sparse polynomial chaos expansion for system reliability analysis
Published Date
Oct 1, 2020
Volume
202
Pages
107025 - 107025
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