je-santos / ms_net
The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provide broad information about the data, and progressively finer-scale inputs can be used to refine this information.
☆18Updated 2 years ago
Alternatives and similar repositories for ms_net:
Users that are interested in ms_net are comparing it to the libraries listed below
- Pore network extraction from micro-CT images of porous media☆56Updated last week
- Deep learning for rapid characterization of porous materials☆42Updated 2 years ago
- Package for flow simulations in pore-network models of porous media☆16Updated 5 years ago
- MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials☆59Updated 11 months 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…☆41Updated 8 months ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆31Updated 3 years ago
- Tutorial repository of introduction to porous materials using MATLAB☆45Updated 2 years ago
- 3D CNN to predict single-phase flow velocity fields☆70Updated 2 years ago
- ☆30Updated 6 months ago
- Pore scale modelling☆71Updated 11 months ago
- ☆16Updated 2 years ago
- ☆12Updated 6 months ago
- Classical network (extraction and) flow simulation☆42Updated last week
- GeoChemFoam software, users manual, and examples☆44Updated 3 months ago
- Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.☆30Updated last year
- Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)☆157Updated last year
- Starfish: An open source pore network modeling software☆10Updated 4 years ago
- A Matlab-based package for performing Pore Network Modeling of porous media☆28Updated 10 months ago
- ☆12Updated 4 years ago
- ☆23Updated last year
- Generate random porous media with Quartet Structure Generation Set (QSGS) method.☆48Updated 5 months ago
- ☆13Updated 4 years ago
- Direct single-phase flow simulation and pre/post-processing codes☆20Updated 10 months ago
- Microstructure Characterization and Reconstruction in Python☆41Updated this week
- DuMux: an open-source simulator for flow and transport processes in porous media (repository mirrored from https://git.iws.uni-stuttgart.…☆32Updated this week
- Direct pore-scale simulation of single- and two-phase flow through confined media (alpha-release / experimental)☆28Updated last year
- Thermodynamics-based Artificial Neural Networks☆22Updated last year
- ☆13Updated 2 months ago
- Open Source Pore Network Simulator☆32Updated 4 years ago
- A short tutorial on phase field models.☆26Updated 3 years ago