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 …
☆42Updated 3 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:
- Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.☆33Updated last year
- ☆37Updated 4 months ago
- Pore network extraction from micro-CT images of porous media☆60Updated 5 months ago
- Generate random porous media with Quartet Structure Generation Set (QSGS) method.☆58Updated 10 months ago
- Deep learning for rapid characterization of porous materials☆49Updated 4 months ago
- Pore scale modelling☆76Updated 2 months ago
- ☆14Updated 4 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
- 3D CNN to predict single-phase flow velocity fields☆75Updated 2 years ago
- ☆11Updated 2 years ago
- Package for flow simulations in pore-network models of porous media☆16Updated 6 years ago
- ☆12Updated 11 months ago
- Tutorial repository of introduction to porous materials using MATLAB☆46Updated 2 years ago
- GeoChemFoam software, users manual, and examples☆47Updated 8 months ago
- Direct single-phase flow simulation and pre/post-processing codes☆21Updated last month
- Automatic measurements of contact angle, interfacial curvature and surface roughness in pore-scale images☆42Updated 6 years ago
- Open source python workflow to segment multiphase flow images☆18Updated 7 months ago
- ☆24Updated last year
- Shale gas simulation environment☆39Updated 3 years ago
- Classical network (extraction and) flow simulation☆44Updated 5 months ago
- Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)☆165Updated last year
- Reconstruction of three-dimensional porous media using generative adversarial neural networks☆184Updated 5 years ago
- A Lattice Boltzmann Mehtod for incompressible flows in porous media☆9Updated 7 years ago
- MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials☆65Updated last month
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆26Updated 5 years ago
- ☆17Updated 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…☆14Updated 4 years ago
- Matlab toolbox to generate stochastic pore network models☆22Updated 8 years ago
- A Matlab-based package for performing Pore Network Modeling of porous media☆29Updated last year
- This repository contains the workflow for creating a bidisperse grain pack and running a uniaxial compaction test on it using LIGGGHTS. S…☆18Updated 4 years ago