elaloy / SGANinvLinks
Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks
☆47Updated 4 years ago
Alternatives and similar repositories for SGANinv
Users that are interested in SGANinv are comparing it to the libraries listed below
Sorting:
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆10Updated 6 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆33Updated 12 years ago
- ☆13Updated 6 years ago
- Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes, outcrops, and geophysics☆26Updated 7 months ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆63Updated 2 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆59Updated 2 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆29Updated 6 years ago
- Educational repository with Jupyter Notebooks all around the topic of geothermal energy☆48Updated 3 years ago
- machine learning for geophysical inversion.☆30Updated 2 years ago
- ☆20Updated 3 months ago
- Teaching material for ML in Geoscience course☆89Updated 11 months ago
- Various plugins for the open source seismic interpretation system - OpendTect☆37Updated 3 months ago
- Markov chain simulator in a sequence stratigraphic framework☆16Updated 6 years ago
- seismic-well tie in Python☆30Updated 9 months ago
- ☆25Updated 3 years ago
- extensive Python library for rock physics modelling☆49Updated 9 months ago
- Geophysical model generation with generative adversarial networks GANs☆17Updated 4 years ago
- Reproduced papers from the Reproducibility Zoo☆30Updated last year
- Geophysical Tutorials column for 2017☆100Updated 7 years ago
- Tutorials for the Transform 2021☆27Updated 2 years ago
- A bank of training images☆13Updated 4 years ago
- Python implementations in geophysical methods: seismic and gravity☆97Updated last month
- Seismic Depth Conversion using Quadratic Functions☆10Updated 2 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆42Updated 5 years ago
- An unsupervised machine learning algorithm for the segmentation of spatial data sets.☆62Updated 4 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆55Updated 5 years ago
- ☆56Updated 6 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 3 years ago
- Pore pressure prediction using seismic velocity and well log data☆93Updated 5 years ago
- Seismic Reservoir Modeling Python package☆108Updated last year