Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points

Marlon Sproesser Mathias, Wesley Pereira de Almeida, Marcel Rodrigues de Barros +9

We implement a Physics-Informed Neural Network (PINN) for solving the two-dimensional Burgers equations. This type of model can be trained with no previous knowledge of the solutio…