Variationally Correct Neural Residual Regression for Parametric PDEs: On the Viability of Controlled Accuracy

Markus Bachmayr, Wolfgang Dahmen, Mathias Oster

This paper is about learning the parameter-to-solution map for systems of partial differential equations (PDEs) that depend on a potentially large number of parameters covering all…