cics-nd / cnn-inversion
Deep autoregressive neural networks for high-dimensional inverse problems
☆20Updated 5 years ago
Alternatives and similar repositories for cnn-inversion:
Users that are interested in cnn-inversion are comparing it to the libraries listed below
- ☆13Updated 6 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆46Updated 4 years ago
- Stochastic geological modeling using Markov Random Field and Bayesian Machine Learning☆13Updated last year
- ☆55Updated 3 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Updated 3 years ago
- Fast approximate simulation of seismic waves using WaveNet☆47Updated 6 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆31Updated 12 years ago
- CCSNet: a deep learning modeling suite for CO2 storage☆22Updated 6 months ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆57Updated last year
- pyPCGA: fast and scalable inverse modeling approach☆24Updated 3 months ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆33Updated last year
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆51Updated 2 years ago
- ☆24Updated 2 years ago
- ☆41Updated 3 months ago
- Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo☆18Updated 3 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆48Updated 4 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Updated 6 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆27Updated 6 months ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆44Updated 8 months ago
- Python codes for one-dimensional deep learning inversion of geophysical data☆16Updated 4 years ago
- ☆18Updated 3 years ago
- ☆35Updated 8 months ago
- A bank of training images☆11Updated 3 years ago
- The construction of TgNN surrogate☆14Updated 4 years ago
- MATLAB MCMC for Bayesian hierarchical inversion☆27Updated 8 years ago
- ☆11Updated 2 years ago
- Standalone Fortran 90 version of snesim written by Sebastien Strebelle☆12Updated 2 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆16Updated 3 years ago
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 5 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated 2 years ago