sebhaan / geobo
Python package for Multi-Objective Bayesian Optimisation and Joint Inversion
☆54Updated last year
Related projects: ⓘ
- machine learning for geophysical inversion.☆26Updated last year
- Python package for computing the Curie depth from the magnetic anomaly☆38Updated 2 years ago
- Collection of scripts to reproduce the results of Astic et al. (2020): forward modelling and joint inversion of potential fields data wit…☆22Updated 3 years ago
- A short course covering Python basics, with an emphasis on geoscience applications.☆30Updated 4 years ago
- Reproduced papers from the Reproducibility Zoo☆31Updated 11 months ago
- ☆17Updated 2 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆46Updated last year
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆45Updated 4 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆30Updated 11 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆24Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆40Updated last month
- Manuscript and code for joint inversion of seismic refraction and electrical resistivity data to estimate water, ice, and air contents☆18Updated 2 months ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆45Updated 3 years ago
- A tutorial on Reverse Time Migration☆35Updated 6 years ago
- ☆23Updated 11 months ago
- IPython Notebooks☆39Updated last year
- Paper: Gradient-boosted equivalent sources method for interpolating very large gravity and magnetic datasets☆19Updated 2 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆28Updated 5 years ago
- Reversible jump Markov Chain Monte Carlo inversion of magnetotelluric data☆23Updated 2 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆29Updated last year
- Markov chain simulator in a sequence stratigraphic framework☆13Updated 5 years ago
- Geophysical tutorial: Step-by-step NMO correction. An overview of the algorithm and a Python implementation.☆20Updated 6 years ago
- Teaching material for ML in Geoscience course☆83Updated 5 months ago
- Tools to work with magnetotelluric transfer functions, based on MTH5 and mt-metadata. This is an update to mtpy.☆28Updated 2 weeks ago
- Fast approximate simulation of seismic waves using WaveNet☆46Updated 5 years ago
- extensive Python library for rock physics modelling☆34Updated last week
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆43Updated 4 years ago
- A software developed in python3 to make interpretations of magnetotelluric models of the mantle.☆24Updated last month
- Open & executable reproductions of figures and other results from papers in earth science & engineering.☆10Updated 11 months ago
- Geophysical Bayesian Inference in Python. Docs:☆78Updated 2 months ago