Deep Learning, Physics, Finite Element Analysis, Computational Fluid, Numerical Analysis.
equations into an loss function optimisation problem. In 2019, Raissi et. al. introduced PBDL to solve nonlinear PDEs such as Schrodinger, Burgers, and Allen-Cahn equations. The NS solution is shown here below. Image: