HuysmanWang / Deep-learning-aided-porous-media-hydrodynamic-analysis-and-three-dimensional-reconstructionLinks
The study of hydrodynamic behavior and water-rock interaction mechanisms is typically characterized by high computational efficiency requirements, to allow for the fast and accurate extraction of structural information. Therefore, we chose to use deep learning models to achieve these requirements. In this paper we started by comparing the image …
☆45Updated 8 months ago
Alternatives and similar repositories for Deep-learning-aided-porous-media-hydrodynamic-analysis-and-three-dimensional-reconstruction
Users that are interested in Deep-learning-aided-porous-media-hydrodynamic-analysis-and-three-dimensional-reconstruction are comparing it to the libraries listed below
Sorting:
- ☆42Updated last week
- Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)☆170Updated 2 years ago
- The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provi…☆24Updated 3 years ago
- Generate random porous media with Quartet Structure Generation Set (QSGS) method.☆61Updated last year
- 3D CNN to predict single-phase flow velocity fields☆77Updated 3 years ago
- Deep learning for rapid characterization of porous materials☆52Updated 9 months ago
- Pore scale modelling☆81Updated last month
- Pore network extraction from micro-CT images of porous media☆64Updated 5 months ago
- Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.☆34Updated 2 years ago
- ☆15Updated 2 years ago
- Tutorial repository of introduction to porous materials using MATLAB☆46Updated 3 years ago
- GeoChemFoam software, users manual, and examples☆54Updated 3 weeks ago
- ☆14Updated 5 years ago
- ☆27Updated last year
- Automatic measurements of contact angle, interfacial curvature and surface roughness in pore-scale images☆46Updated 7 years ago
- Package for flow simulations in pore-network models of porous media☆16Updated 6 years ago
- See the upstream repo and https://github.com/aliraeini/porescale☆12Updated 3 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…☆15Updated 4 years ago
- Classical network (extraction and) flow simulation☆45Updated 5 months ago
- MF-LBM: A Portable, Scalable and High-performance Lattice Boltzmann Code for DNS of Flow in Porous Media☆118Updated 2 years ago
- ☆62Updated 10 months ago
- Shale gas simulation environment☆43Updated 4 years ago
- openLBMPM is an open source lattice Boltzmann method (LBM) package for multicomponent and multiphase (MCMP) flow and transport in porous …☆104Updated 7 years ago
- A physics informed deep learning model for flow through porous media using data acquired from LBM simulations.☆12Updated 2 years ago
- A Lattice Boltzmann Mehtod for incompressible flows in porous media☆11Updated 8 years ago
- Toolbox for particulate microstructure modelling☆55Updated 2 years ago
- Direct single-phase flow simulation and pre/post-processing codes☆23Updated 2 months ago
- MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials☆68Updated this week
- OpenFOAM solver for performing single- and two-phase flow simulations on hybrid-scale porous media.☆109Updated 4 years ago
- Open source python workflow to segment multiphase flow images☆19Updated last year