LukasMosser / PorousMediaGan
Reconstruction of three-dimensional porous media using generative adversarial neural networks
☆184Updated 5 years ago
Alternatives and similar repositories for PorousMediaGan
Users that are interested in PorousMediaGan are comparing it to the libraries listed below
Sorting:
- 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…☆43Updated last month
- Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.☆33Updated last year
- Pore network extraction from micro-CT images of porous media☆58Updated 3 months ago
- ☆14Updated 4 years ago
- ☆36Updated 2 months ago
- 3D CNN to predict single-phase flow velocity fields☆72Updated 2 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…☆13Updated 4 years ago
- Automatic measurements of contact angle, interfacial curvature and surface roughness in pore-scale images☆42Updated 6 years ago
- Pore scale modelling☆74Updated last month
- Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)☆164Updated last year
- Direct single-phase flow simulation and pre/post-processing codes☆21Updated last week
- Open source python workflow to segment multiphase flow images☆18Updated 5 months ago
- Classical network (extraction and) flow simulation☆43Updated 3 months ago
- Shale gas simulation environment☆39Updated 3 years ago
- A set of tools for characterizing and analyzing 3D images of porous materials☆336Updated last week
- ☆11Updated 2 years ago
- The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provi…☆20Updated 2 years ago
- Open Source Pore Network Simulator☆34Updated 4 years ago
- Deep learning for rapid characterization of porous materials☆48Updated 2 months ago
- ☆23Updated last year
- GeoChemFoam software, users manual, and examples☆46Updated 7 months ago
- Python Simulation Tool for Fractured and Deformable Porous Media☆260Updated last week
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 5 years ago
- Matlab toolbox to generate stochastic pore network models☆22Updated 8 years ago
- A Python package for performing pore network modeling of porous media☆479Updated 3 months ago
- Stanford Rock Physics & Borehole Geophysics (SRB) Digital Rock Physics (DRP) Toolbox. The codes include image creation, alteration, and c…☆31Updated 6 years ago
- ☆12Updated 9 months ago
- ☆14Updated 5 months ago
- Package for flow simulations in pore-network models of porous media☆16Updated 6 years ago
- Generate random porous media with Quartet Structure Generation Set (QSGS) method.☆57Updated 8 months ago