An approximate Riemann solver approach in Physics-Informed Neural Networks for hyperbolic conservation laws

Jorge F. Urbán, José A. Pons

This study enhances the application of Physics-Informed Neural Networks (PINNs) for modeling discontinuous solutions in both hydrodynamics and relativistic hydrodynamics. Conventio…