cics-nd / cnn-inversionLinks
Deep autoregressive neural networks for high-dimensional inverse problems
☆20Updated 6 years ago
Alternatives and similar repositories for cnn-inversion
Users that are interested in cnn-inversion are comparing it to the libraries listed below
Sorting:
- ☆13Updated 6 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆47Updated 4 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11Updated 6 years ago
- ☆25Updated 3 years ago
- ☆59Updated 4 years ago
- pyPCGA: fast and scalable inverse modeling approach☆24Updated 2 weeks ago
- Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"☆34Updated 6 years ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆63Updated 2 years ago
- A bank of training images☆14Updated 4 years ago
- MATLAB MCMC for Bayesian hierarchical inversion☆30Updated 9 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year
- Volve dataset. Reservoir model and simulation results☆33Updated 6 years ago
- Geophysical model generation with generative adversarial networks GANs☆18Updated 4 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆59Updated 5 years ago
- ☆10Updated 6 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆35Updated 3 months ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆33Updated 12 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆25Updated 5 months ago
- ☆39Updated last year
- A collection of codes with OpenFWI project☆147Updated 6 months ago
- ☆19Updated 3 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆59Updated 2 years ago
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 6 years ago
- CCSNet: a deep learning modeling suite for CO2 storage☆24Updated last year
- machine learning for geophysical inversion.☆30Updated 2 years ago
- Python codes for one-dimensional deep learning inversion of geophysical data☆18Updated 5 years ago
- A collection of algorithms used in Bayesian Statistics and particularly in Bayesian Inverse Problems. This repository also contains some …☆34Updated 7 years ago
- Material for KAUST and Iraya's virtual summer school on Utilising unstructured data in geoscience.☆28Updated 4 years ago
- ☆11Updated 3 years ago
- Integrating Devito operators into PyTorch☆12Updated 4 years ago