Advancing Generalization in PINNs through Latent-Space Representations

Honghui Wang, Yifan Pu, Shiji Song +1

Physics-informed neural networks (PINNs) have made significant strides in modeling dynamical systems governed by partial differential equations (PDEs). However, their generalizatio…