Conditioning of three-dimensional geological and pore scale generative adversarial networks
☆36Aug 2, 2019Updated 6 years ago
Alternatives and similar repositories for geogan
Users that are interested in geogan are comparing it to the libraries listed below
Sorting:
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Jan 25, 2022Updated 4 years ago
- Neural network based petrophysical property inversion☆11Sep 29, 2019Updated 6 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- ☆12Mar 2, 2021Updated 5 years ago
- Geology and Python conference☆10Jun 18, 2020Updated 5 years ago
- ☆25Jul 2, 2022Updated 3 years ago
- Unconditional Geomodeling related work (codes, data, and results)☆16Jan 4, 2023Updated 3 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Feb 11, 2019Updated 7 years ago
- Markov chain simulator in a sequence stratigraphic framework☆17Mar 21, 2019Updated 6 years ago
- Companion code for Scheidt, C, Li, L, and Caers, J. K. Quantifying Uncertainty in Subsurface Systems, John Wiley & Sons, 2017.☆14Jul 19, 2019Updated 6 years ago
- teaching material for the book "Modeling Uncertainty in the Earth Sciences", Jef Caers, 2011.☆33Dec 19, 2012Updated 13 years ago
- The second repository (GeoModeling_Conditional_ProGAN) is used for conditioning to well data and global features. This repository is for …☆21Jan 4, 2023Updated 3 years ago
- RGM: Random Geological Model Generation package☆13Jan 30, 2026Updated last month
- Stanford Rock Physics & Borehole Geophysics (SRB) Digital Rock Physics (DRP) Toolbox. The codes include image creation, alteration, and c…☆31Jul 25, 2018Updated 7 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Nov 12, 2019Updated 6 years ago
- Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"☆34Aug 2, 2019Updated 6 years ago
- Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)☆22Oct 10, 2025Updated 4 months ago
- fault picking with 3D-UNets☆38Nov 22, 2022Updated 3 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11May 22, 2019Updated 6 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆48Mar 22, 2021Updated 4 years ago
- Implicit 3D geological modeling and geostatistics☆30Mar 15, 2019Updated 6 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆15Feb 20, 2019Updated 7 years ago
- 1 Day Machine Learning Course☆33Jul 22, 2019Updated 6 years ago
- Geologic maps to 3D models using GemPy☆34Aug 15, 2025Updated 6 months ago
- ☆13Dec 3, 2021Updated 4 years ago
- Image augmentation tool for creating new realizations and their labels☆12Nov 3, 2022Updated 3 years ago
- ☆14Oct 19, 2020Updated 5 years ago
- This is the repository for the Auto-BEL implementation in Python☆15May 3, 2020Updated 5 years ago
- Automatic fault interpretation with optimal surface voting☆61Sep 5, 2019Updated 6 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆57Dec 9, 2019Updated 6 years ago
- Pore network extraction from micro-CT images of porous media☆66Jun 29, 2025Updated 8 months ago
- Interactive salt boundary picking☆14Feb 4, 2021Updated 5 years ago
- A couple of tutorials showing how to extract faults from raster data using the fault analysis toolbox☆16Oct 9, 2023Updated 2 years ago
- A bank of training images☆17Aug 4, 2021Updated 4 years ago
- GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (D…☆557Sep 30, 2025Updated 5 months ago
- A stratigraphic basin-filling model☆17Sep 11, 2025Updated 5 months ago
- A flexible MPS framework☆45Feb 23, 2026Updated last week
- 5-day course on Geostatistics, Data Analytics and Machine Learning☆20May 16, 2019Updated 6 years ago
- The models module for the Open Porous Media Simulation (OPM) framework☆19Sep 3, 2024Updated last year