First Order System Least Squares Neural Networks

Joost A. A. Opschoor, Philipp C. Petersen, Christoph Schwab

We introduce a conceptual framework for numerically solving linear elliptic, parabolic, and hyperbolic PDEs on bounded, polytopal domains in euclidean spaces by deep neural network…