LukasMosser / DeepFlowLinks
Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"
☆34Updated 5 years ago
Alternatives and similar repositories for DeepFlow
Users that are interested in DeepFlow are comparing it to the libraries listed below
Sorting:
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 5 years ago
- Reservoir Simulation environment for Reinforcement Learning. Eclipse Integration for Gym toolkit.☆20Updated 2 years ago
- Deep autoregressive neural networks for high-dimensional inverse problems☆20Updated 6 years ago
- Integrating Devito operators into PyTorch☆12Updated 4 years ago
- ☆13Updated 6 years ago
- Volve dataset. Reservoir model and simulation results☆33Updated 6 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆28Updated 6 years ago
- SGEMS-UQ code and data sets☆8Updated 12 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆46Updated 4 years ago
- ☆25Updated 2 years ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆59Updated last year
- Parametric generation of conditional geological realizations using generative neural networks☆15Updated 6 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆30Updated 3 years ago
- A walking tour of bruges☆14Updated 2 months ago
- Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification☆106Updated 4 years ago
- Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels☆10Updated 4 years ago
- Karhunen-Loeve Expansions for Gaussian Random Fields in Python☆16Updated 11 years ago
- MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution☆106Updated 4 years ago
- Material for KAUST and Iraya's virtual summer school on Utilising unstructured data in geoscience.☆27Updated 4 years ago
- FlowNet - Data-Driven Reservoir Predictions☆72Updated 2 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆53Updated 5 years ago
- Reconstruction of three-dimensional porous media using generative adversarial neural networks☆184Updated 5 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆10Updated 6 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Random Mesh Projectors for Inverse Problems☆24Updated 4 years ago
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆42Updated 3 years ago
- Software for SEG2020 abstracts☆15Updated 4 years ago
- Various reservoir datasets, including Volve and PUNQS3☆26Updated 3 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆45Updated 11 months ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆34Updated 12 years ago