Learning solution operators of PDEs with sparse approximation methods

Sebastian Neumayer, Daniel Potts, Fabian Taubert

We investigate the approximation of solution operators for partial differential equations (PDEs) using sparse high-dimensional techniques. Building on a dimension-incremental frame…