Three Ways to Solve Partial Differential Equations with Neural Networks -- A Review

Jan Blechschmidt, Oliver G. Ernst

Neural networks are increasingly used to construct numerical solution methods for partial differential equations. In this expository review, we introduce and contrast three importa…