Machine Learning, Deep Learning, Artificial Intelligence, Mathematics, Physics.
used to solve the PDEs. However, they only use the ground truth to learn the solution in a regression setting and do not use the information obtained from the differential equation and boundary conditions. Traditional NNs do not understand physics. In the PINN approach, the loss function is