Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph

Chen Cai, Nikolaos Vlassis, Lucas Magee +6

We present a SE(3)-equivariant graph neural network (GNN) approach that directly predicting the formation factor and effective permeability from micro-CT images. FFT solvers are es…