chanshing / geoconditionLinks
Parametric generation of conditional geological realizations using generative neural networks
☆15Updated 6 years ago
Alternatives and similar repositories for geocondition
Users that are interested in geocondition are comparing it to the libraries listed below
Sorting:
- A bank of training images☆12Updated 3 years ago
- ☆25Updated 2 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆34Updated 12 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆46Updated 4 years ago
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Updated 3 years ago
- Unconditional Geomodeling related work (codes, data, and results)☆16Updated 2 years ago
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 5 years ago
- ☆13Updated 6 years ago
- Automated Well-Tie☆31Updated 2 years ago
- Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels☆10Updated 4 years ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Reservoir simulation in Python using the JutulDarcy.jl reservoir simulator☆11Updated 2 months ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆10Updated 6 years ago
- MPSlib: a C++ class for Multiple-Point based sequential Simulation. To cite this software publication: http://www.sciencedirect.com/scien…☆11Updated 8 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆56Updated 2 years ago
- Integrating Devito operators into PyTorch☆12Updated 4 years ago
- ☆16Updated 2 years ago
- Teaching material for ML in Geoscience course☆86Updated 8 months ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆25Updated 2 years ago
- A flexible MPS framework☆44Updated 3 months ago
- A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling☆19Updated 5 years ago
- seismic-well tie in Python☆30Updated 7 months ago
- extensive Python library for rock physics modelling☆46Updated 7 months ago
- Generating seismic data and associated labels to train deep learning networks.☆73Updated 3 months ago
- SGEMS-UQ code and data sets☆8Updated 12 years ago
- A C++ class for Mutiple Point Simulation algorithms☆41Updated last year
- Markov chain simulator in a sequence stratigraphic framework☆15Updated 6 years ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆59Updated last year
- Implicit 3D geological modeling and geostatistics☆30Updated 6 years ago
- Porosity estimation from RW-PINNs☆11Updated 2 years ago