Adaptive active subspace-based metamodeling for high-dimensional reliability analysis

Jungho Kim, Ziqi Wang, Junho Song

To address the challenges of reliability analysis in high-dimensional probability spaces, this paper proposes a new metamodeling method that couples active subspace, heteroscedasti…