Extrality / airfrans_libLinks
The AirfRANS dataset makes available numerical resolutions of the incompressible Reynolds-Averaged Navier–Stokes (RANS) equations over the NACA 4 and 5 digits series of airfoils and in a subsonic flight regime setup.
☆14Updated 4 months ago
Alternatives and similar repositories for airfrans_lib
Users that are interested in airfrans_lib are comparing it to the libraries listed below
Sorting:
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆22Updated 4 months ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆54Updated 4 months ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Companion code for Data-Driven Resolvent Analysis☆19Updated 3 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆47Updated 3 years ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆15Updated 10 months ago
- The MegaFlow2D dataset package☆21Updated last year
- ☆21Updated 3 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆35Updated last month
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆31Updated 2 years ago
- Multi-head attention network for airfoil flow field prediction☆13Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.☆20Updated 6 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- Multi-fidelity reduced-order surrogate modeling☆23Updated last month
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆15Updated 4 years ago
- ☆26Updated 10 months ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆14Updated last week
- Code repo for Fluid Graph Network☆25Updated 3 years ago
- ☆17Updated 7 months ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- machine learning-accelerated computational fluid dynamics☆18Updated 3 years ago
- ☆30Updated last year
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆35Updated 11 months ago
- A GNN-based PDE solver without pre-computed data☆29Updated this week
- An external library for OpenFOAM, containing a custom boundary condition for a velocity field behind cylinder.☆23Updated last year
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆20Updated 4 years ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆27Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆40Updated 3 months ago