A physics informed neural network approach to simulating ice dynamics governed by the shallow ice approximation

Kapil Chawla, William Holmes

In this article we develop a Physics Informed Neural Network (PINN) approach to simulate ice sheet dynamics governed by the Shallow Ice Approximation. This problem takes the form o…