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digital-rocks

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petrobras / GeoSlicer

Star 35

Open source digital rocks software platform for micro-CT, CT, thin sections and borehole image analysis. Includes tools for: annotation, AI, HPC, porous media flow simulation, porosity analysis, permeability analysis and much more.

computer-vision artificial-intelligence netcdf hdf5 high-performance-computing las dicom-images slurm-cluster cluster-computing porous-media permeability raw-image dlis pore-network porous-media-flow digital-rocks relative-permeability porespy porosity-analysis absolute-permeability
  • Updated Dec 3, 2024
  • Python

je-santos / ms_net

Star 18

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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