Physics-Informed Neural Networks for Depth-Averaged Granular Avalanche Dynamics on Curved Topography

Pujan Pranavkumar Purohit, Pradyumn Singh Sikarwar, Vishal Sharma +1

Physics-informed neural networks (PINNs) provide a mesh-free framework for solving governing equations, but their application to granular avalanche dynamics over curved terrain rem…