Non-intrusive Low-Rank Separated Approximation of High-Dimensional Stochastic Models

Alireza Doostan, AbdoulAhad Validi, Gianluca Iaccarino

This work proposes a sampling-based (non-intrusive) approach within the context of low-rank separated representations to tackle the issue of curse-of-dimensionality associated with…