A data-driven framework for sparsity-enhanced surrogates with arbitrary mutually dependent randomness

Huan Lei, Jing Li, Peiyuan Gao +2

The challenge of quantifying uncertainty propagation in real-world systems is rooted in the high-dimensionality of the stochastic input and the frequent lack of explicit knowledge…