A Physics Informed Neural Network for Time-Dependent Nonlinear and Higher Order Partial Differential Equations

Revanth Mattey, Susanta Ghosh

A physics informed neural network (PINN) incorporates the physics of a system by satisfying its boundary value problem through a neural network's loss function. The PINN approach h…