A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis

Published 2020 View Full Article

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Title
A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis
Authors
Keywords
Active learning, Distribution function, Gaussian process model, Rare event simulation, Uncertainty quantification
Journal
STRUCTURAL SAFETY
Volume 84, Issue -, Pages 101937
Publisher
Elsevier BV
Online
2020-02-19
DOI
10.1016/j.strusafe.2020.101937

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