tonyzyl/Diffusion-based-2DAirfoil-Generation
Using diffusion models to generate 2D airfoil, with an optimization loop via conditional generation.
This project helps aerospace engineers rapidly generate and optimize 2D airfoil shapes for aircraft and wing design. By inputting desired flow conditions like angle of attack and design specifications such as lift and drag coefficients, it outputs novel airfoil geometries that meet these aerodynamic performance targets. This tool is ideal for aerodynamicists and design engineers looking to explore new airfoil designs more efficiently.
No commits in the last 6 months.
Use this if you need to quickly generate and evaluate diverse 2D airfoil designs to optimize for specific lift and drag characteristics.
Not ideal if you require strict, hard geometric constraints (like exact thickness or curvature) to be enforced during the design generation process, as this focuses on aerodynamic performance.
Stars
9
Forks
6
Language
Jupyter Notebook
License
—
Category
Last pushed
Apr 17, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/diffusion/tonyzyl/Diffusion-based-2DAirfoil-Generation"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
huggingface/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
bghira/SimpleTuner
A general fine-tuning kit geared toward image/video/audio diffusion models.
mcmonkeyprojects/SwarmUI
SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an...
nateraw/stable-diffusion-videos
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
TheDesignFounder/DreamLayer
Benchmark diffusion models faster. Automate evals, seeds, and metrics for reproducible results.