Machine Learning, Deep Learning, Artificial Intelligence, Mathematics, Physics.
issue. They can approximate solutions to ODEs and PDEs orders of magnitude faster than traditional solvers. Some PDEs and ODEs do not have an analytical solution. I happen to work on a PINN-based solution for a differential equation for my M.Tech thesis which doesn’t have an analytical solution!