Sensitivity Analysis of Random and Interval Uncertain Variables Based on Polynomial Chaos Expansion Method

The problem of characterizing the sensitivity indices of structural performance considering random and interval uncertainty variables simultaneously is analyzed. Data-driven polynomial chaos expansion (PCE) is established to treat random variables with arbitrary input uncertainty information, and su...

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Bibliographic Details
Main Authors: Chan Qiu, Xiang Peng, Zhenyu Liu, Jianrong Tan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8725484/