Enhancing ${\ell }_1$-minimization estimates of polynomial chaos expansions using basis selection

John D. Jakeman, Michael S. Eldred, Khachik Sargsyan

In this paper we present a basis selection method that can be used with ${\ell }_1$-minimization to adaptively determine the large coefficients of polynomial chaos expansions (PCE). T…