A Python package for performing pore network modeling of porous media
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Jan 25, 2025 - Python
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porous-media
Here are 58 public repositories matching this topic...
A set of tools for characterizing and analyzing 3D images of porous materials
python scientific-visualization tomography image-analysis voxel-generator porous-media 3d-images porous-materials porespy
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Jul 7, 2025 - Python
Python Simulation Tool for Fractured and Deformable Porous Media
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Jul 7, 2025 - Python
Reconstruction of three-dimensional porous media using generative adversarial neural networks
machine-learning computer-vision deep-learning image-reconstruction generative-adversarial-network porous-media
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Aug 2, 2019 - Jupyter Notebook
Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)
reactive images parallel rock volumes cfd lattice-boltzmann multiphase-flow porous-media permeability micro-ct mrt fractures multiphase shan-chen pore-network porous-media-flow tortuosity palabos relative-permeability
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Dec 1, 2023 - Python
OpenFOAM solver for performing single- and two-phase flow simulations on hybrid-scale porous media.
cfd openfoam porous-media micro-ct fractures multiphase coastal-engineering porous-media-flow capillary-pressure relative-permeability
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Apr 5, 2021 - C++
Toolbox for particulate microstructure modelling
materials modeling finite-element-analysis microstructure porous-media sphere-packing micromechanics granular-material
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Oct 8, 2023 - MATLAB
Simulate the formation of three-dimensional packings of spherical and non-spherical (regular and irregular) particles with prescribed size distributions.
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Nov 30, 2022 - C#
Random walk to calculate the tortuosity tensor of images
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Jun 15, 2023 - Python
DuMux: an open-source simulator for flow and transport processes in porous media (repository mirrored from https://git.iws.uni-stuttgart.de/dumux-repositories/dumux.git)
simulation modeling scientific-computing partial-differential-equations numerical-methods multi-physics porous-media finite-volume-methods darcy pore-network porous-media-flow coupled-model
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Jul 7, 2025 - C++
Tutorial repository of introduction to porous materials using MATLAB
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Oct 15, 2022 - MATLAB
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
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May 23, 2025 - Python
ListLBM is a sparse lattice Boltzmann solver for multiphase flow in porous media
cfd sparse-matrix sparse-coding computational-fluid-dynamics lattice-boltzmann multiphase-flow porous-media fortran2008 porous multiphase shan-chen
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Jul 7, 2020 - Fortran
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
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Dec 7, 2022 - Jupyter Notebook
Two phase particle transport model simulating formation damage in porous media
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Oct 9, 2017 - MATLAB
Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.
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Jul 9, 2023 - Jupyter Notebook
Fortran 90 source code, example problems, and output conversion scripts for the STOMP-W simulator.
source-code newton-raphson-multivariable porous-media variably-saturated coupled-flow-transport reactive-tranport solute-transport example-problems output-conversion structured-grid direct-linear-system-solver
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Mar 14, 2017 - Fortran
A python package for physics-informed machine learning for solving partial differential equations
python machine-learning neural-networks data-analysis wave-equation multi-physics diffusion-equation porous-media darcy-flow
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Feb 12, 2025
A python package that takes XCT images of porous materials and generates representative digital twin micromodels
python flow machine-learning lab data-visualization scientific-visualization neural-networks data-analysis soil porous-media experimental-design openpnm xct pore-network model-data-fusion reactive-transport terraforms porous-materials lab-on-chip
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microfluidics-chip-enrichment
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Jul 4, 2025 - Python
This Julia language (version 0.5) script solves the coupled partial differential equations associated with (1) compressible gas flow in partially water-saturated porous media, (2) partially-saturated flow of water (essentially amounting to a solution of the Richards equation using the Van Genuchten equations for capillarity and relative permeabi…
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May 8, 2017 - Julia
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