Search Results for author: Lucas Magee

Found 2 papers, 0 papers with code

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

no code implementations12 Apr 2021 Chen Cai, Nikolaos Vlassis, Lucas Magee, Ran Ma, Zeyu Xiong, Bahador Bahmani, Teng-Fong Wong, Yusu Wang, WaiChing Sun

Comparisons among predictions inferred from training the CNN and those from graph convolutional neural networks (GNN) with and without the equivariant constraint indicate that the equivariant graph neural network seems to perform better than the CNN and GNN without enforcing equivariant constraints.

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