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

Ziqi Wang, Marco Broccardo

This paper proposes an active learning-based Gaussian process (AL-GP) metamodelling method to estimate the cumulative as well as complementary cumulative distribution function (CDF…