PI-VAE: Physics-Informed Variational Auto-Encoder for stochastic differential equations

Weiheng Zhong, Hadi Meidani

We propose a new class of physics-informed neural networks, called physics-informed Variational Autoencoder (PI-VAE), to solve stochastic differential equations (SDEs) or inverse p…