Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media
☆15Apr 17, 2019Updated 6 years ago
Alternatives and similar repositories for dcedn-gcs
Users that are interested in dcedn-gcs are comparing it to the libraries listed below
Sorting:
- Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE☆20Jul 6, 2021Updated 4 years ago
- Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification☆108Aug 4, 2020Updated 5 years ago
- pyPCGA: fast and scalable inverse modeling approach☆27Sep 29, 2025Updated 5 months ago
- ☆10Jul 26, 2024Updated last year
- Python framework for data evaluation and crack width monitoring with distributed fibre optic sensors☆10Feb 10, 2026Updated 3 weeks ago
- Repository to reproduce the experiments in the paper "Deep learning observables in computational fluid dynamics"☆14Dec 16, 2019Updated 6 years ago
- ☆16Jun 18, 2024Updated last year
- Implementation of `Towards fully autonomous seismic networks: backprojecting deep-learning-based phase time functions for earthquake moni…☆11Mar 13, 2022Updated 3 years ago
- Prediction and control of fracture paths in disordered architected materials using graph neural networks☆12Apr 21, 2023Updated 2 years ago
- python入门进阶书籍及其他书籍整理☆15Nov 25, 2021Updated 4 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 4 years ago
- ☆10Mar 31, 2021Updated 4 years ago
- This repo contains sample datasets for running PCR-GLOBWB.☆14Feb 5, 2018Updated 8 years ago
- Field scale model generation and upscaling toolkit☆12Feb 22, 2026Updated last week
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated last year
- ☆10Apr 15, 2019Updated 6 years ago
- ☆12Nov 4, 2021Updated 4 years ago
- Repository to host the Phydrus optimised Fortran code for the Hydrus-1D Model☆13Sep 22, 2021Updated 4 years ago
- Python Tomb Wrapper☆14Feb 16, 2017Updated 9 years ago
- Atrial Modelling Toolkit☆18Nov 14, 2025Updated 3 months ago
- FEniCS implementation of phase-field fracture model for brittle anisotropic materials☆13Aug 2, 2025Updated 7 months ago
- A repository that contains scripts to replicate results in the Deep UQ paper.☆12Sep 13, 2018Updated 7 years ago
- Prototypical Additive Neural Network for Interpretable Classification☆15Dec 4, 2023Updated 2 years ago
- The model uses the AE-GAN (Autoencoder Generative Adversarial Network) architecture for generating upsampled images. The model is trained…☆14May 25, 2020Updated 5 years ago
- This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas i…☆15Dec 9, 2022Updated 3 years ago
- an analytical thermohydraulic model for discretely fractured geothermal reservoirs☆15Dec 18, 2022Updated 3 years ago
- Integrates the GPaste clipboard manager and Emacs' kill-ring☆13Oct 30, 2023Updated 2 years ago
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆16Feb 26, 2024Updated 2 years ago
- ☆13Apr 5, 2024Updated last year
- Generation of 3D objects from 2D images☆13Mar 29, 2020Updated 5 years ago
- Physics-informed neural networks for myocardial perfusion MRI quantification.☆14Nov 26, 2020Updated 5 years ago
- Methods for profile likelihood analysis.☆18Nov 4, 2024Updated last year
- ☆16Jun 18, 2022Updated 3 years ago
- ☆15Dec 20, 2020Updated 5 years ago
- ☆13Nov 20, 2019Updated 6 years ago
- Easily calling PhreeqcRM from Matlab☆17Apr 25, 2024Updated last year
- Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method☆64Jun 21, 2022Updated 3 years ago
- Karhunen-Loeve Expansions for Gaussian Random Fields in Python☆17Mar 24, 2014Updated 11 years ago
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆16May 14, 2022Updated 3 years ago