Compressive Sampling of Polynomial Chaos Expansions: Convergence Analysis and Sampling Strategies

Jerrad Hampton, Alireza Doostan

Sampling orthogonal polynomial bases via Monte Carlo is of interest for uncertainty quantification of models with high-dimensional random inputs, using Polynomial Chaos (PC) expans…