compressing physics with neural networks
☆160Jul 10, 2018Updated 8 years ago
Alternatives and similar repositories for Phy-Net
Users that are interested in Phy-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆170Oct 2, 2018Updated 8 years ago
- A list of papers relating Computational Physics and Machine Learning☆140Nov 28, 2018Updated 7 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆310Sep 12, 2019Updated 7 years ago
- Neural Network Based Lattice Boltzmann solver☆25Oct 25, 2018Updated 8 years ago
- A Lattice Boltzmann fluid flow simulation written in Tensorflow.☆131Mar 7, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆273Aug 26, 2022Updated 4 years ago
- Simple LBM kernels for benchmarking and performance evaluation☆14Jun 6, 2018Updated 8 years ago
- Computational fluid dynamics with tensorflow☆46Sep 23, 2023Updated 3 years ago
- This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.☆37Mar 20, 2019Updated 7 years ago
- Accelerating Eulerian Fluid Simulation With Convolutional Networks☆754Nov 8, 2022Updated 4 years ago
- Application of Deep Learning to Computational Fluid Dynamics☆21Apr 26, 2019Updated 7 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆116Aug 4, 2022Updated 4 years ago
- Workshops on CFD at the University of Houston☆15Mar 18, 2019Updated 7 years ago
- [CFD] CUDA implementation of D2Q9 Lattice Boltzmann Method for non-Newtonian (Power-Law) fluid flow in a lid-driven cavity.☆11Nov 10, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆298Oct 6, 2026Updated last month
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 6 years ago
- CCFDV3.0 is an open-source written in fortran for the analysis of CFD problems on structured meshes (CGNS format). …☆14Jun 10, 2022Updated 4 years ago
- FOSolverS: a Suite of Free & Open Source Solvers. A brief overview:☆28Mar 9, 2025Updated last year
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆337Jan 23, 2024Updated 2 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆355Nov 15, 2022Updated 4 years ago
- 高精度有限差分-化学反应CFD☆12Dec 20, 2024Updated last year
- This is a Lattice-Boltzmann simulation using CUDA GPU graphics optimization.☆26Feb 25, 2017Updated 9 years ago
- Public-facing repository for the open-source project Lattice-Boltzmann @ The University of Manchester (LUMA).☆58Jul 2, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆190Jul 27, 2023Updated 3 years ago
- Framework for studying fluid dynamics with numerical simulations using Python (publish-only mirror). The main repo is hosted on https://…☆82Nov 3, 2026Updated last week
- base package of FluidDyn project (publish-only mirror). For issues and merge requests, https://foss.heptapod.net/fluiddyn/fluiddyn☆31Feb 16, 2026Updated 8 months ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Dec 10, 2023Updated 2 years ago
- Parallel (C++/MPI/OpenMP/CUDA) research-educational CFD code for simulation 2D (flat/axisymmetrical) transient viscous compressible multi…☆94Jul 27, 2018Updated 8 years ago
- The Large-Eddy Simulation framework from the Turbulence Research Group at Johns Hopkins University☆152Jan 29, 2021Updated 5 years ago
- ☆15Apr 9, 2026Updated 7 months ago
- Simulate motion of particles in Taylor Green Vortex with different Stokes number☆10Oct 31, 2018Updated 8 years ago
- GUI for blockMeshDict generation for OpenFOAM. It's based on Qt and VTK. This program is not endorsed by OpenCFD.☆45Feb 18, 2016Updated 10 years ago
- 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.
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆1,910Oct 10, 2025Updated last year
- Deep Fluids: A Generative Network for Parameterized Fluid Simulations☆173Jul 24, 2020Updated 6 years ago
- Blog about ML and CFD☆10Aug 4, 2026Updated 3 months ago
- machine learning-accelerated computational fluid dynamics☆21Jan 12, 2022Updated 4 years ago
- A three-dimensional CFD code based on finite volume method☆26Jul 19, 2022Updated 4 years ago
- RapidCFD is an OpenFOAM fork running fully on CUDA platform. Brought to you by☆418Apr 18, 2025Updated last year
- Adds input definition for turbulent inflow model to OpenFOAM files☆49Jan 29, 2025Updated last year
Are these results useful?