Investigating the Ability of PINNs To Solve Burgers' PDE Near Finite-Time BlowUp

Dibyakanti Kumar, Anirbit Mukherjee

Physics Informed Neural Networks (PINNs) have been achieving ever newer feats of solving complicated PDEs numerically while offering an attractive trade-off between accuracy and sp…