Computational Fluid Dynamics in JAX
☆948Feb 24, 2026Updated 4 months ago
Alternatives and similar repositories for jax-cfd
Users that are interested in jax-cfd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Differentiable Fluid Dynamics Package☆596Jun 18, 2026Updated last week
- A differentiable PDE solving framework for machine learning☆1,897Jun 22, 2026Updated last week
- ☆40May 20, 2021Updated 5 years ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,159Mar 30, 2026Updated 3 months ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆489May 29, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆134May 7, 2026Updated last month
- Differentiable Finite Element Method with JAX☆705Jun 13, 2026Updated 2 weeks ago
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,043Jun 4, 2026Updated 3 weeks ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆272Aug 26, 2022Updated 3 years ago
- Lecture material for machine learning applied to computational fluid mechanics☆462Dec 16, 2025Updated 6 months ago
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆2,060Jun 21, 2026Updated last week
- Learning in infinite dimension with neural operators.☆3,717Jun 23, 2026Updated last week
- The versatile ocean simulator, in pure Python, powered by JAX.☆395Updated this week
- Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python☆529Jun 18, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆176Oct 19, 2022Updated 3 years ago
- ☆29Jul 8, 2024Updated last year
- All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.co…☆1,181May 22, 2026Updated last month
- Code for "Learning data-driven discretizations for partial differential equations"☆167Aug 19, 2025Updated 10 months ago
- Curated list for ML in FM☆245May 17, 2026Updated last month
- Differentiable, Hardware Accelerated, Molecular Dynamics☆1,430Jun 12, 2026Updated 2 weeks ago
- PyFR☆561Updated this week
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆307Sep 12, 2019Updated 6 years ago
- A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/☆4,068Mar 19, 2024Updated 2 years ago
- 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.
- A library for scientific machine learning and physics-informed learning☆4,266Jun 24, 2026Updated last week
- ☆309Sep 14, 2024Updated last year
- A flexible framework for solving PDEs with modern spectral methods.☆692Jun 24, 2026Updated last week
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆230May 28, 2023Updated 3 years ago
- ☆542Apr 1, 2025Updated last year
- This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.☆547Aug 23, 2021Updated 4 years ago
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆558Updated this week
- Differentiable interface to FEniCS for JAX☆60May 30, 2021Updated 5 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆347Nov 15, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆196May 10, 2021Updated 5 years ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆290Apr 13, 2026Updated 2 months ago
- Spectral Navier Stokes (and similar) solvers in Python☆351Aug 4, 2023Updated 2 years ago
- Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML method…☆2,987Updated this week
- ☆133Mar 28, 2023Updated 3 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆82Nov 21, 2025Updated 7 months ago
- Hidden Fluid Mechanics☆370Jan 30, 2023Updated 3 years ago