Solving 2-D Helmholtz equation in the rectangular, circular, and elliptical domains using neural networks

D. Veerababu, Prasanta K. Ghosh

Physics-informed neural networks offered an alternate way to solve several differential equations that govern complicated physics. However, their success in predicting the acoustic…