LukasMosser / PorousMediaGanLinks
Reconstruction of three-dimensional porous media using generative adversarial neural networks
☆185Updated 5 years ago
Alternatives and similar repositories for PorousMediaGan
Users that are interested in PorousMediaGan are comparing it to the libraries listed below
Sorting:
- Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.☆35Updated 2 years ago
- HuysmanWang / Deep-learning-aided-porous-media-hydrodynamic-analysis-and-three-dimensional-reconstructionThe study of hydrodynamic behavior and water-rock interaction mechanisms is typically characterized by high computational efficiency requ…☆42Updated 4 months ago
- Pore network extraction from micro-CT images of porous media☆60Updated 2 weeks ago
- 3D CNN to predict single-phase flow velocity fields☆75Updated 2 years ago
- Automatic measurements of contact angle, interfacial curvature and surface roughness in pore-scale images☆42Updated 6 years ago
- Classical network (extraction and) flow simulation☆44Updated last week
- ☆14Updated 4 years ago
- Pore scale modelling☆77Updated 3 months ago
- Deep learning for rapid characterization of porous materials☆49Updated 4 months ago
- ☆38Updated 4 months ago
- Direct single-phase flow simulation and pre/post-processing codes☆22Updated 2 months ago
- Shale gas simulation environment☆40Updated 3 years ago
- This is the code for our paper '3D carbonate digital rock reconstruction using PG-GAN' submitted to JGR. The code is modified from the or…☆14Updated 4 years ago
- Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)☆167Updated last year
- Package for flow simulations in pore-network models of porous media☆16Updated 6 years ago
- ☆12Updated 4 years ago
- Open source python workflow to segment multiphase flow images☆18Updated 7 months ago
- ☆11Updated 2 years ago
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 5 years ago
- ☆14Updated 7 months ago
- dfnWorks is a parallelized computational suite to generate three-dimensional discrete fracture networks (DFN) and simulate flow and trans…☆85Updated last week
- The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provi…☆20Updated 2 years ago
- ☆25Updated last year
- Stanford Rock Physics & Borehole Geophysics (SRB) Digital Rock Physics (DRP) Toolbox. The codes include image creation, alteration, and c…☆31Updated 6 years ago
- Python Simulation Tool for Fractured and Deformable Porous Media☆272Updated last week
- A set of tools for characterizing and analyzing 3D images of porous materials☆353Updated this week
- Alghalandis Discrete Fracture Network Engineering☆28Updated last year
- A Python library for automating TOUGH2 simulations of subsurface fluid and heat flow☆101Updated 3 months ago
- GeoChemFoam software, users manual, and examples☆47Updated 9 months ago
- This repository was inspired from Divam Gupta's GitHub repository on Image Segmentation Keras☆21Updated 3 years ago