Efficient Weak-Entropy PINN for Solving Hyperbolic Conservation Laws

Qi Gao, Kuang Huang, Xuan Di

In recent years, neural networks have significantly advanced numerical solutions of partial differential equations (PDEs). However, solving PDEs with discontinuous solutions, such…