A collection of algorithms used in Bayesian Statistics and particularly in Bayesian Inverse Problems. This repository also contains some further material, like an incomplete short review on Bayesian Inverse Problems and Slides concerning BIPs.
☆34Jul 10, 2018Updated 7 years ago
Alternatives and similar repositories for bayesian_inversion
Users that are interested in bayesian_inversion are comparing it to the libraries listed below
Sorting:
- MATLAB MCMC for Bayesian hierarchical inversion☆30Sep 6, 2016Updated 9 years ago
- A Matlab toolbox for sampling inverse problems with complex priors☆23Feb 26, 2026Updated last week
- EPIC Tikhonov Regularization for Least Squares Inversion☆11Jan 13, 2026Updated last month
- Frequency domain electromagnetic 1D forward and sensitivity modeling☆15May 15, 2025Updated 9 months ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆64Jul 6, 2023Updated 2 years ago
- Multimodal Layered Transdimensional Inversion of Transient Electromagnetic data with Depth Constraints☆30Sep 17, 2025Updated 5 months ago
- RIK earthquake source model: Slip rate generator☆15May 29, 2019Updated 6 years ago
- Resistivity and IP software☆18Mar 29, 2018Updated 7 years ago
- Stochastic Kinematically Informed Earthquake Sequences☆13Oct 2, 2025Updated 5 months ago
- ☆15Feb 12, 2026Updated 3 weeks ago
- ☆18Apr 15, 2025Updated 10 months ago
- Supplemental for Computer & Geoscience paper entitled "A Matlab-Based Frequency-Domain Electromagnetic Inversion Code (FEMIC) with Graph…☆16Mar 13, 2017Updated 8 years ago
- Magnetotellurics forward and inverse codes in SimPEG☆16Mar 6, 2016Updated 10 years ago
- ☆18Apr 12, 2022Updated 3 years ago
- Frequency and time domain EM forward modeling and inversion program☆21Jul 12, 2023Updated 2 years ago
- SeisFEM is a 2D Finite Element code to simulate the anisotropic elastic wave propagation problems.☆16Aug 10, 2021Updated 4 years ago
- Python program for forward modelling and inversion of stress from fault-slip observations using genetic algorithms☆17Aug 26, 2020Updated 5 years ago
- Python package for modeling electrical resistivity data☆21Nov 15, 2018Updated 7 years ago
- Tools to convert geographic netcdf/GMT grd files, polygons, vectors, and earthquakes to VTK objects☆20Dec 22, 2023Updated 2 years ago
- Edi2Mare is a little GUI to help you to convert EDI-files into the correct format to run inversions with MARE2DEM.☆19Mar 6, 2019Updated 7 years ago
- MCMC toolbox for Matlab☆94Aug 15, 2021Updated 4 years ago
- Multi-order Vector Finite Element Method, a computational algorithm for the modeling of 3D Magnetotelluric (MT) data using a Vector Finit…☆22Jun 19, 2019Updated 6 years ago
- A simple Rayleigh wave inversion code for exploration geophysics. The forward model implements the 1972 Schwab and Knopoff algorithm.☆26Oct 20, 2021Updated 4 years ago
- Radar and DC resistivity 2.5D multi-physics inversion suite. Forward modeling, separate inversions, joint inversions.☆54Nov 24, 2022Updated 3 years ago
- Seismological Backprojection array tool☆27Dec 20, 2023Updated 2 years ago
- Machine learning of linear differential equations using Gaussian processes☆26May 2, 2018Updated 7 years ago
- MATLAB code for examples and exercises for the 3rd edition of Parameter Estimation and Inverse Problems☆106Jun 16, 2022Updated 3 years ago
- Chen et al., 2020, Diagnosing tunnel collapse sections based on TBM……, Tunneling and underground space.☆12Dec 14, 2020Updated 5 years ago
- Manuscript and code for joint inversion of seismic refraction and electrical resistivity data to estimate water, ice, and air contents☆28Jul 3, 2024Updated last year
- Deep autoregressive neural networks for high-dimensional inverse problems☆20May 7, 2019Updated 6 years ago
- Bayesian System IDentification☆28Jan 24, 2018Updated 8 years ago
- collection of python tools for standard MT data processing☆34May 10, 2018Updated 7 years ago
- Collection of scripts to reproduce the results of Astic et al. (2020): forward modelling and joint inversion of potential fields data wit…☆28Nov 24, 2020Updated 5 years ago
- Script to plot 2D electrical resistivity tomography (ERT) data with much more versatility than RES2DINV allows.☆29Mar 30, 2021Updated 4 years ago
- A full waveform seismic source mechanism inversion package☆27Jul 10, 2025Updated 7 months ago
- Robust magnetotelluric processing code for Python 3☆38Jan 3, 2026Updated 2 months ago
- This is a finite element program written by different language for different equation.☆11Oct 9, 2019Updated 6 years ago
- Electrical resistivity imaging based on deep learning☆39Apr 28, 2022Updated 3 years ago
- MATLAB codes for "Computational Uncertainty Quantification for Inverse Problems," by Johnathan M. Bardsley☆34Mar 11, 2019Updated 6 years ago