Sparse Polynomial Chaos expansions using Variational Relevance Vector Machines

Panagiotis Tsilifis, Iason Papaioannou, Daniel Straub +1

The challenges for non-intrusive methods for Polynomial Chaos modeling lie in the computational efficiency and accuracy under a limited number of model simulations. These challenge…