2023
Modeling the Wave Equation Using Physics-Informed Neural Networks Enhanced With Attention to Loss Weights
ICASSP 2023accepted
Modeling Partial differential equations (PDEs) is a well-known challenge in the field of scientific computing. In particular, the linear acoustic wave PDE forms a significant problem in modeling due to its oscillatory behavior and multi-scale tendency. With the recently introduced class of deep neur…