compressing physics with neural networks
☆159Jul 10, 2018Updated 7 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☆169Oct 2, 2018Updated 7 years ago
- A list of papers relating Computational Physics and Machine Learning☆142Nov 28, 2018Updated 7 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆303Sep 12, 2019Updated 6 years ago
- Neural Network Based Lattice Boltzmann solver☆26Oct 25, 2018Updated 7 years ago
- A Lattice Boltzmann fluid flow simulation written in Tensorflow.☆129Mar 7, 2018Updated 8 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.
- Application of Deep Learning to Computational Fluid Dynamics☆21Apr 26, 2019Updated 6 years ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆269Aug 26, 2022Updated 3 years ago
- Simple LBM kernels for benchmarking and performance evaluation☆14Jun 6, 2018Updated 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 7 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆111Aug 4, 2022Updated 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☆753Nov 8, 2022Updated 3 years ago
- Workshops on CFD at the University of Houston☆15Mar 18, 2019Updated 7 years ago
- 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 5 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.
- CCFDV3.0 is an open-source written in fortran for the analysis of CFD problems on structured meshes (CGNS format). …☆14Jun 10, 2022Updated 3 years ago
- FOSolverS: a Suite of Free & Open Source Solvers. A brief overview:☆27Mar 9, 2025Updated last year
- machine learning-accelerated computational fluid dynamics☆21Jan 12, 2022Updated 4 years ago
- A collection of solvers and cases within the scope of OpenFOAM technology (foam-extend) to model acoustic cavitation.☆20Nov 27, 2024Updated last year
- Compiling Custom solvers☆15Jul 6, 2019Updated 6 years ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆284Updated this week
- ☆15Apr 9, 2026Updated last week
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆342Nov 15, 2022Updated 3 years ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆316Jan 23, 2024Updated 2 years ago
- 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.
- High-aspect-ratio composite wing nonlinear aeroelastic toolbox☆21Aug 11, 2019Updated 6 years ago
- This is a Lattice-Boltzmann simulation using CUDA GPU graphics optimization.☆26Feb 25, 2017Updated 9 years ago
- Computational fluid dynamics codes☆19Jun 30, 2025Updated 9 months ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆53Mar 10, 2022Updated 4 years ago
- RapidCFD is an OpenFOAM fork running fully on CUDA platform. Brought to you by☆405Apr 18, 2025Updated last year
- Public-facing repository for the open-source project Lattice-Boltzmann @ The University of Manchester (LUMA).☆56Jul 2, 2025Updated 9 months ago
- A Python package for visualising 2D CFD datasets.☆62Sep 15, 2025Updated 7 months ago
- PyFR☆548Updated this week
- Parallel (C++/MPI/OpenMP/CUDA) research-educational CFD code for simulation 2D (flat/axisymmetrical) transient viscous compressible multi…☆93Jul 27, 2018Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Introduction to Computational Fluid Dynamics at the University of Vermont☆18Jun 16, 2024Updated last year
- Computational fluid dynamics with tensorflow☆47Sep 23, 2023Updated 2 years ago
- base package of FluidDyn project (publish-only mirror). For issues and merge requests, https://foss.heptapod.net/fluiddyn/fluiddyn☆31Feb 16, 2026Updated 2 months ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆1,875Oct 10, 2025Updated 6 months ago
- Deep Fluids: A Generative Network for Parameterized Fluid Simulations☆171Jul 24, 2020Updated 5 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆11Oct 3, 2020Updated 5 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆186Jul 27, 2023Updated 2 years ago