Online randomized interpolative decomposition with a posteriori error estimator for temporal PDE data reduction

Angran Li, Stephen Becker, Alireza Doostan

Traditional low-rank approximation is a powerful tool to compress the huge data matrices that arise in simulations of partial differential equations (PDE), but suffers from high co…