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soil-net

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This project used convolutional neural networks to predict the steady-state concentration of 3D porous media, and subsequently calculates the tortuosity. This package includes data generation, processing, training, and post-processing functions. The loss function includes a Laplacian loss, which is a physics-informed loss.

Creat2022-08-17T09:22:40
Update2024-05-17T23:42:03
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