LukasMosser / PorousMediaGan
Reconstruction of three-dimensional porous media using generative adversarial neural networks
☆182Updated 5 years ago
Alternatives and similar repositories for PorousMediaGan:
Users that are interested in PorousMediaGan are comparing it to the libraries listed below
- Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.☆32Updated last year
- Pore network extraction from micro-CT images of porous media☆57Updated last month
- 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…☆41Updated 9 months 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…☆12Updated 4 years ago
- 3D CNN to predict single-phase flow velocity fields☆71Updated 2 years ago
- ☆13Updated 4 years ago
- Deep learning for rapid characterization of porous materials☆43Updated this week
- Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)☆159Updated last year
- ☆32Updated last week
- Automatic measurements of contact angle, interfacial curvature and surface roughness in pore-scale images☆42Updated 6 years ago
- Classical network (extraction and) flow simulation☆43Updated last month
- Pore scale modelling☆72Updated last year
- Direct single-phase flow simulation and pre/post-processing codes☆21Updated 11 months ago
- The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provi…☆18Updated 2 years ago
- Open source python workflow to segment multiphase flow images☆17Updated 3 months ago
- ☆12Updated 4 years ago
- ☆23Updated last year
- Python Simulation Tool for Fractured and Deformable Porous Media☆258Updated this week
- Stanford Rock Physics & Borehole Geophysics (SRB) Digital Rock Physics (DRP) Toolbox. The codes include image creation, alteration, and c…☆29Updated 6 years ago
- Shale gas simulation environment☆37Updated 3 years ago
- ☆12Updated 7 months ago
- Matlab toolbox to generate stochastic pore network models☆21Updated 8 years ago
- ☆11Updated last year
- A set of tools for characterizing and analyzing 3D images of porous materials☆323Updated last week
- Alghalandis Discrete Fracture Network Engineering☆27Updated last year
- GeoChemFoam software, users manual, and examples☆45Updated 4 months ago
- Generate random porous media with Quartet Structure Generation Set (QSGS) method.☆50Updated 6 months ago
- Extended finite element method for 2D linear-elastic fracture modeling☆64Updated 3 years ago
- Open Source Pore Network Simulator☆32Updated 4 years ago
- This repository contains the workflow for creating a bidisperse grain pack and running a uniaxial compaction test on it using LIGGGHTS. S…☆16Updated 4 years ago