LukasMosser / DeepFlowLinks
Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"
☆34Updated 6 years ago
Alternatives and similar repositories for DeepFlow
Users that are interested in DeepFlow are comparing it to the libraries listed below
Sorting:
- Deep autoregressive neural networks for high-dimensional inverse problems☆20Updated 6 years ago
- Reconstruction of three-dimensional porous media using generative adversarial neural networks☆189Updated 6 years ago
- Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification☆107Updated 5 years ago
- Volve dataset. Reservoir model and simulation results☆34Updated 6 years ago
- Reservoir Simulation environment for Reinforcement Learning. Eclipse Integration for Gym toolkit.☆21Updated 3 years ago
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 6 years ago
- Deep Learning application to the partial differential equations☆30Updated 7 years ago
- MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution☆108Updated 5 years ago
- Karhunen-Loeve Expansions for Gaussian Random Fields in Python☆17Updated 11 years ago
- jupyter notebooks for the neural nets and differential equation paper☆28Updated 4 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Updated 7 years ago
- A Discussion on Solving Partial Differential Equations using Neural Networks☆66Updated 6 years ago
- The WISP (Wave Integrated Signal Processing) repository for analyzing complex wave propogation in guided wave nondestructive testing and …☆18Updated 11 years ago
- A pyTorch Extension for Applied Mathematics☆40Updated 5 years ago
- Integrating Devito operators into PyTorch☆12Updated 4 years ago
- Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels☆10Updated 5 years ago
- ☆20Updated 5 years ago
- ☆14Updated 7 years ago
- LSiM is a learned metric to compute distance values for 2D data from numerical simulations☆28Updated 2 years ago
- FlowNet - Data-Driven Reservoir Predictions☆74Updated 3 years ago
- Parametric Gaussian Process Regression for Big Data☆45Updated 5 years ago
- ☆63Updated 6 years ago
- A repository that contains scripts to replicate results in the Deep UQ paper.☆12Updated 7 years ago
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data☆150Updated 6 years ago
- Random Mesh Projectors for Inverse Problems☆24Updated 4 years ago
- Predicting wave propagation on shallow water with deep neural networks☆23Updated 2 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11Updated 6 years ago
- ☆50Updated 2 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated 2 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Updated 6 years ago