Conservative Physics-Informed Neural Networks for Non-Conservative Hyperbolic Conservation Laws Near Critical States

Reyna Quita, Yu-Shuo Chen, Hsin-Yi Lee Alex C. Hu +1

In this paper, a modified version of conservative Physics-informed Neural Networks (cPINN for short) is provided to construct the weak solutions of Riemann problem for the hyperbol…