This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"
☆34Mar 11, 2024Updated 2 years ago
Alternatives and similar repositories for coord-trans-encoding
Users that are interested in coord-trans-encoding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆86Nov 4, 2024Updated last year
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 2022Updated 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…☆61Jan 9, 2025Updated last year
- OpenFOAM examples for data-driven ML and ROM☆19Jul 25, 2023Updated 2 years ago
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Nov 21, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆341Nov 15, 2022Updated 3 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆25May 30, 2023Updated 2 years ago
- Python script to run CFD analysis on airfoil using **OpenFOAM** to simulate and **gmsh** to generate mesh.☆28Sep 28, 2019Updated 6 years ago
- AeroSandbox models for commercial transport aircraft☆14Sep 20, 2023Updated 2 years ago
- CEBGAN and airfoil optimization code associated with our accepted JMD 2021 paper: "Inverse Design of 2D Airfoils using Conditional Genera…☆10Jan 5, 2022Updated 4 years ago
- ☆35Jan 12, 2023Updated 3 years ago
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆36Jan 18, 2024Updated 2 years ago
- Dataset of Airfoil Aerodynamic and Geometric Coefficients☆16Feb 5, 2026Updated last month
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆50Jul 23, 2020Updated 5 years ago
- Physics-informed neural networks with hard constraints for inverse design☆155Nov 21, 2021Updated 4 years ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆33Aug 11, 2023Updated 2 years ago
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆25Jan 9, 2025Updated last year
- 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
- Deep Learning of Vortex Induced Vibrations☆99Feb 21, 2020Updated 6 years ago
- Simple explicit compressible Euler solver for 3D unstructured polyhedral meshes written in Julia☆52Jun 13, 2021Updated 4 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
- Physics-informed neural networks for highly compressible flows 🧠🌊☆29Nov 26, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆59Mar 26, 2025Updated last year
- A curated list of awesome engineer design papers, including airfoil design, 3D print, CAD design☆25Sep 27, 2024Updated last year
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆12May 3, 2021Updated 4 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆11Oct 3, 2020Updated 5 years ago
- This is example case for CFD simulation of centrifugal pump impeller in OpenFOAM using FreeCAD 3D geometry☆14Jan 13, 2022Updated 4 years ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆29Sep 6, 2021Updated 4 years ago
- Physics-informed neural network for solving fluid dynamics problems☆269Jan 28, 2021Updated 5 years ago
- This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"☆20Mar 23, 2023Updated 3 years ago
- A streamlined OpenFOAM generation tool☆25Jan 11, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Flow field reconstruction and prediction of the 2D cylinder flow using data-driven physics-informed neural network combined with long sho…☆40Nov 11, 2024Updated last year
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 years ago
- Python tool to genreate 2D meshes around airfoils☆53Mar 16, 2026Updated last week
- Turbomachinery Blade and Flow path design tool☆71Updated this week
- This repository contains code used to create and train a deep neural network that replicates a RANS solver for aerodynamic prediction ove…☆44Dec 5, 2024Updated last year
- This repository contains the source code for a modified Beddoes-Leishman dynamic stall model☆16May 17, 2022Updated 3 years ago
- Non-iterative transient flow solver to simulate incompressible flows in OpenFOAM.☆21Nov 24, 2025Updated 4 months ago