Deep Ritz-Finite Element methods: Neural Network Methods trained with Finite Elements

Georgios Grekas, Charalambos G. Makridakis

While much attention of neural network methods is devoted to high-dimensional PDE problems, in this work we consider methods designed to work for elliptic problems on domains $Ω\su…