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single-phase-flow

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je-santos / ms_net

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The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provide broad information about the data, and progressively finer-scale inputs can be used to refine this information.

machine-learning physics regression segmentation convolutional-neural-networks multiscale 3d lattice-boltzmann volumetric porous-media permeability multi-scale porous-media-flow digital-rockphysics digital-rocks single-phase-flow
  • Updated Dec 7, 2022
  • Jupyter Notebook

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