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:
- Reconstruction of three-dimensional porous media using generative adversarial neural networks☆189Updated 6 years ago
- Deep autoregressive neural networks for high-dimensional inverse problems☆20Updated 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
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 6 years ago
- Reservoir Simulation environment for Reinforcement Learning. Eclipse Integration for Gym toolkit.☆21Updated 3 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
- Deep Learning application to the partial differential equations☆30Updated 7 years ago
- MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution☆108Updated 5 years ago
- ☆20Updated 5 years ago
- Machine learning of linear differential equations using Gaussian processes☆26Updated 7 years ago
- ☆15Updated 7 years ago
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆168Updated 7 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Updated 7 years ago
- Various reservoir datasets, including Volve and PUNQS3☆30Updated 4 years ago
- Uncertainty Quantification in the POD-NN framework☆24Updated 5 years ago
- A pyTorch Extension for Applied Mathematics☆40Updated 5 years ago
- FlowNet - Data-Driven Reservoir Predictions☆74Updated 3 years ago
- Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels☆10Updated 5 years ago
- ☆63Updated 6 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆48Updated 4 years ago
- This repository was inspired from Divam Gupta's GitHub repository on Image Segmentation Keras☆22Updated 4 years ago
- The WISP (Wave Integrated Signal Processing) repository for analyzing complex wave propogation in guided wave nondestructive testing and …☆18Updated 11 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated 2 years ago
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data☆150Updated 6 years ago
- Integrating Devito operators into PyTorch☆12Updated 4 years ago
- Direct single-phase flow simulation and pre/post-processing codes☆24Updated 4 months ago
- CS230 Project: Deep Learning for PDE☆40Updated 7 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11Updated 6 years ago