An End-to-End Differentiable, Graph Neural Network-Embedded Pore Network Model for Permeability Prediction

Qingqi Zhao, Heng Xiao

Accurate prediction of permeability in porous media is essential for modeling subsurface flow. While pure data-driven models offer computational efficiency, they often lack general…