Effectively Subsampled Quadratures For Least Squares Polynomial Approximations

Pranay Seshadri, Akil Narayan, Sankaran Mahadevan

This paper proposes a new deterministic sampling strategy for constructing polynomial chaos approximations for expensive physics simulation models. The proposed approach, effective…