PINNs Algorithmic Framework for Simulation of Nonlinear Burgers' Type Models

Ajeet Singh, Ram Jiwari, Vikram +1

In this work, a physics-informed neural networks (PINNs) based algorithm is used for simulation of nonlinear 1D and 2D Burgers' type models. This scheme relies on a neural network…