Physics-Informed Neural Networks for Depth-Averaged Avalanche Dynamics

Pradyumn Singh Sikarwar, Vishal Sharma, Gaurav Bhutani

Accurate prediction of avalanche motion is essential for hazard assessment in mountainous terrain. This study develops and evaluates a physics-informed neural network (PINN) framew…