A Multigrid Graph U-Net Framework for Simulating Multiphase Flow in Heterogeneous Porous Media

Jiamin Jiang, Jingrun Chen, Zhouwang Yang

Numerical simulation of multi-phase fluid dynamics in porous media is critical to a variety of geoscience applications. Data-driven surrogate models using Convolutional Neural Netw…