Patrik Hadorn

Nonlinear Reconstruction for Operator Learning of PDEs with Discontinuities

Discontinuous solutions arise in a large class of hyperbolic and advection-dominated PDEs. This paper investigates, both theoretically and empirically, the operator learning of PDEs with discontinuous solutions. We rigorously prove, in terms of lower approximation bounds, that methods which entail a…