Airfoil shape optimization using Reinforcement Learning
☆24Dec 8, 2023Updated 2 years ago
Alternatives and similar repositories for Airfoil-Shape-Optimization-RL
Users that are interested in Airfoil-Shape-Optimization-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep reinforcement learning to perform shape optimization☆66Oct 17, 2021Updated 4 years ago
- Paper repository: "Policy-based optimization: single-step policy gradient seen as an evolution strategy"☆25Jul 29, 2025Updated 8 months ago
- Generate and plot the contour of an airfoil using the PARSEC parameterization☆19Jan 25, 2015Updated 11 years ago
- Python tool to genreate 2D meshes around airfoils☆55Mar 16, 2026Updated last month
- NeuralFoil is a practical airfoil aerodynamics analysis tool using physics-informed machine learning, exposed to end-users in pure Python…☆408Oct 17, 2025Updated 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- optimizes an Airfoil for a blended wing body using cfd analysis with su2 and optimization by openMdao☆33Jun 7, 2023Updated 2 years ago
- Used to get the airfoil coordinates from Kulfan parameters or to get the Kulfan parameters from known airfoil coordinates. Uses the CST …☆11Jun 2, 2015Updated 10 years ago
- Stripped down version of XFOIL as compiled python module.☆11Jul 30, 2020Updated 5 years ago
- Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"☆77Apr 3, 2025Updated last year
- ☆13Dec 30, 2019Updated 6 years ago
- Optimization of an airfoil through a genetic algorithm.☆18May 27, 2022Updated 3 years ago
- Python script to quickly extract Re vs. AoA, Cl, and Cd for any given airfoil geometry using XFoil. Made for Blade Element Momentum CFD a…☆12Aug 18, 2020Updated 5 years ago
- Modelling and simulation of turbulent flows - lecture material☆36Jul 3, 2023Updated 2 years ago
- Bézier Generative Adversarial Networks☆53Dec 25, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Airfoil Optimization by XFOIL Matlab☆12Mar 29, 2024Updated 2 years ago
- A highly modular and customizable Deep Learning framework.☆25May 23, 2024Updated last year
- Asynchronous Advantage Actor-Critic using Generalized Advantage Estimation (PyTorch)☆10Oct 11, 2019Updated 6 years ago
- ☆48Oct 18, 2022Updated 3 years ago
- Official implementation of MURAL (ICML 2021)☆17Sep 23, 2021Updated 4 years ago
- Console to simulate airflow around an airfoil based on RANS approach☆10Updated this week
- Python scripts related to aerodynamic analysis and shape optimization☆19Jan 24, 2020Updated 6 years ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆86Nov 4, 2024Updated last year
- This repository contains code used to create and train a deep neural network that replicates a RANS solver for aerodynamic prediction ove…☆45Dec 5, 2024Updated last year
- 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.
- Riemann solver for the Euler equations☆32May 8, 2025Updated 11 months ago
- Basic CFD simulation of thermally driven fluid flow and solid-liquid phase change problems☆17Nov 22, 2022Updated 3 years ago
- Lux HUD is a collection of conky configs.☆11Jul 24, 2021Updated 4 years ago
- Exploit Auto-encoder for exploring and predict flow dynamic☆10Oct 4, 2019Updated 6 years ago
- Check Best Buy stock and send an SMS notification via Twilio API if available.☆11Jun 9, 2025Updated 10 months ago
- Flux reconstruction fluid flow solver for 1D PDEs written in Julia. Linear advection, Burgers, viscous Burgers, and Euler equations.☆13Apr 28, 2022Updated 3 years ago
- PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs☆15Feb 6, 2023Updated 3 years ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Jan 12, 2025Updated last year
- UC Berkeley CFD Lab Airfoil Shape Optimization Project via Design-by-Morphing☆10Jan 20, 2026Updated 2 months 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.
- Python wrapper for OpenFOAM meshes☆12Sep 16, 2025Updated 7 months ago
- ☆17Dec 20, 2023Updated 2 years ago
- ☆19Apr 9, 2026Updated last week
- A Fortran subroutine file to be compiled with Abaqus finite element software to simulate the welding process using the new double-ellipso…☆15Mar 28, 2017Updated 9 years ago
- Various documents describing TFEL and MFront usage, such as the various talks of the MFront User Days☆12Dec 9, 2025Updated 4 months ago
- A Python package for working with OpenFOAM.☆15Oct 2, 2024Updated last year
- ☆16Jul 11, 2023Updated 2 years ago