elaloy / VAE_MCMC
Inversion with a VAE-based low-dimensional parameterization for complex geologic priors (Python 2.7)
☆10Updated 6 years ago
Alternatives and similar repositories for VAE_MCMC:
Users that are interested in VAE_MCMC are comparing it to the libraries listed below
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆28Updated 6 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆46Updated 3 years ago
- teaching material for the book "Modeling Uncertainty in the Earth Sciences", Jef Caers, 2011.☆30Updated 12 years ago
- IPython Notebooks☆39Updated last year
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆34Updated 5 years ago
- Utility for calculating elastic properties of petroleum fields☆15Updated this week
- Implicit 3D geological modeling and geostatistics☆28Updated 5 years ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆57Updated last year
- This repository provides a MATLAB code for the Weight Quadrant Scan Method. This method allows transitions or boundaries detection from m…☆12Updated 5 years ago
- Monte Carlo estimation of reservoir reserves.☆33Updated 9 years ago
- code for learning seismic exploration data processing☆18Updated 3 years ago
- A walking tour of bruges☆14Updated 3 years ago
- ☆24Updated 2 years ago
- An unsupervised machine learning algorithm for the segmentation of spatial data sets.☆61Updated 3 years ago
- Segmentation and depth-alignment of geological core sample image columns via Mask-RCNN☆24Updated 4 years ago
- Reliable Euler deconvolution estimates throughout the vertical derivatives of the total-field anomaly☆15Updated 3 years ago
- ☆16Updated 4 months ago
- A C++ class for Mutiple Point Simulation algorithms☆40Updated 9 months ago
- 1 Day Machine Learning Course☆29Updated 5 years ago
- Graduate course on subsurface modeling☆33Updated 2 years ago
- Multiple experiments on geo-datasets☆15Updated 6 months ago
- Volve dataset. Reservoir model and simulation results☆29Updated 5 years ago
- Reservoir Simulation environment for Reinforcement Learning. Eclipse Integration for Gym toolkit.☆19Updated 2 years ago
- Scripts to process the Mobil Avo Viking Graben Line 12 using only open source software☆11Updated 4 years ago
- Markov chain simulator in a sequence stratigraphic framework☆13Updated 5 years ago
- This is the repository for the Auto-BEL implementation in Python☆14Updated 4 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆31Updated 11 years ago
- Reproduced papers from the Reproducibility Zoo☆31Updated last year
- SGEMS-UQ code and data sets☆8Updated 11 years ago
- Website source for PGE 383 - Advanced Geomechanics☆12Updated this week