PI-VEGAN: Physics Informed Variational Embedding Generative Adversarial Networks for Stochastic Differential Equations

no code implementations • 21 Jul 2023 • Ruisong Gao, Yufeng Wang, Min Yang, Chuanjun Chen

We present a new category of physics-informed neural networks called physics informed variational embedding generative adversarial network (PI-VEGAN), that effectively tackles the forward, inverse, and mixed problems of stochastic differential equations.

Generative Adversarial Network