A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
☆170Oct 2, 2018Updated 8 years ago
Alternatives and similar repositories for Steady-State-Flow-With-Neural-Nets
Users that are interested in Steady-State-Flow-With-Neural-Nets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- compressing physics with neural networks☆160Jul 10, 2018Updated 8 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
- A list of papers relating Computational Physics and Machine Learning☆141Nov 28, 2018Updated 7 years ago
- Neural Network Based Lattice Boltzmann solver☆25Oct 25, 2018Updated 8 years ago
- ☆16Apr 25, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Lattice Boltzmann fluid flow simulation written in Tensorflow.☆131Mar 7, 2018Updated 8 years ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆273Aug 26, 2022Updated 4 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆354Nov 15, 2022Updated 3 years ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆336Jan 23, 2024Updated 2 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆116Aug 4, 2022Updated 4 years ago
- A Python package for visualising 2D CFD datasets.☆62Sep 4, 2026Updated last month
- A Numerical Analysis Package in Python☆12Feb 3, 2022Updated 4 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Towards Learning the Temporal Evolution of Fluid Flow☆69Jan 21, 2020Updated 6 years ago
- Hidden Fluid Mechanics☆372Jan 30, 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
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆217Feb 16, 2023Updated 3 years ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆1,913Oct 10, 2025Updated last year
- Lecture material for machine learning applied to computational fluid mechanics☆481Oct 22, 2026Updated last week
- Undergraduate Research Project☆38Jul 4, 2026Updated 3 months ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Dec 10, 2023Updated 2 years ago
- CNN for airfoil lift-to-drag-ratio prediction☆47Mar 3, 2019Updated 7 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.
- Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"☆11Sep 19, 2020Updated 6 years ago
- Computational fluid dynamics with tensorflow☆46Sep 23, 2023Updated 3 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆73Jan 9, 2025Updated last year
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆190Jul 27, 2023Updated 3 years ago
- Physics-informed neural network for solving fluid dynamics problems☆294Jan 28, 2021Updated 5 years ago
- Curated list for ML in FM☆257Oct 12, 2026Updated 2 weeks ago
- Accelerating Eulerian Fluid Simulation With Convolutional Networks☆753Nov 8, 2022Updated 3 years ago
- Course slides☆12Updated this week
- CFD-DeepLearning-UNET☆20May 14, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Uncertainty Quantification in the POD-NN framework☆24Sep 10, 2020Updated 6 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆54Mar 10, 2022Updated 4 years ago
- ☆13Jun 8, 2021Updated 5 years ago
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 years ago
- ☆17Jul 7, 2026Updated 3 months ago
- Deep Learning of Vortex Induced Vibrations☆103Feb 21, 2020Updated 6 years ago
- ☆63Jul 24, 2019Updated 7 years ago