CLINN: Conservation Law Informed Neural Network for Approximating Discontinuous Solutions

Weiheng Zeng, Kun Wang, Ruoxi Lu +1

Physics-informed Neural Network (PINN) faces significant challenges when approximating solutions to conservation laws, particularly in ensuring conservation and accurately resolvin…