Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction
☆26Feb 6, 2026Updated 6 months ago
Alternatives and similar repositories for Gen4Turbulence
Users that are interested in Gen4Turbulence are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FourierFlow: Frequency-aware Flow Matching for Generative Turbulence Modeling☆18Jun 1, 2025Updated last year
- ☆55Mar 12, 2025Updated last year
- library for querying the Johns Hopkins Turbulence Database (JHTDB)☆40Jul 21, 2026Updated last month
- AI-CFD hybrid solver.☆18Apr 21, 2026Updated 4 months ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆26Sep 1, 2025Updated 11 months ago
- [ICML 2024] Official PyTorch implementation of the Vectorized Conditional Neural Field.☆18Aug 1, 2024Updated 2 years ago
- Use of Turbulence Model (Spalart-Allmaras) with PINNs for mean flow reconstruction☆14Mar 13, 2024Updated 2 years ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆89Feb 19, 2025Updated last year
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Oct 10, 2025Updated 10 months ago
- NeurIPS-2025☆21Nov 4, 2025Updated 9 months ago
- ☆16Oct 29, 2023Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆42Mar 10, 2025Updated last year
- ☆12Apr 18, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆18Dec 26, 2024Updated last year
- This repository consists of two-step training DeepONet code.☆13May 22, 2024Updated 2 years ago
- ☆10Dec 17, 2019Updated 6 years ago
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 8 months ago
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆34Aug 21, 2026Updated last week
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆59Jun 18, 2026Updated 2 months ago
- CONES: This git repository aims to couple the CFD software OpenFOAM with any other kind of open-source codes. It is currently employed to…☆17Oct 30, 2024Updated last year
- 基于塔顶摄像头的能见度反算项目☆16Feb 22, 2024Updated 2 years ago
- ☆19Feb 28, 2026Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels -- param…☆25Aug 2, 2021Updated 5 years ago
- 2-D Euler equation solver using Finite Volume Methods☆10Apr 3, 2019Updated 7 years ago
- ☆20May 25, 2024Updated 2 years ago
- ☆14Jun 3, 2024Updated 2 years ago
- ☆22Apr 21, 2023Updated 3 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 4 years ago
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 3 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- [NeurIPS 2025] Official pytorch repository for "Guided Diffusion Sampling on Function Spaces with Applications to PDEs"☆51Apr 4, 2026Updated 4 months ago
- Multiwavelets-based operator model☆70Feb 16, 2022Updated 4 years ago
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆232May 28, 2023Updated 3 years ago
- Translating Matlab files by Jan S. Hesthaven and Tim Warburton into Julia☆15Feb 18, 2020Updated 6 years ago
- Encoding physics to learn reaction-diffusion processes☆111Aug 28, 2023Updated 3 years ago
- Script to convert your beautiful draw.io diagrams into tikz-like figures! 📈☆12Mar 8, 2021Updated 5 years ago