From Initial Data to Boundary Layers: Neural Networks for Nonlinear Hyperbolic Conservation Laws

Igor Ciril, Khalil Haddaoui, Yohann Tendero

We address the approximation of entropy solutions to initial-boundary value problems for nonlinear strictly hyperbolic conservation laws using neural networks. A general and system…