Airfoil_Diffusion_Generator

Repo for an Airfoil generator that uses diffusion to create novel airfoil designs

Original data is from https://m-selig.ae.illinois.edu/ads/coord_database.html, stored in the zip file coord_selegFmt.zim

TODO

Make U-net
Make diffusion model
Make github repository
Get dataset and upload to repository
Write script to clean data, interpolate to create 200 data points per airfoil. The Airfoils will share the x coordinates
Verify airfoil plotting function

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
__pycache__		__pycache__
cleaned_airfoils		cleaned_airfoils
coord_seligFmt		coord_seligFmt
evaluated_airfoils		evaluated_airfoils
failed_cleaning		failed_cleaning
failed_evaluation		failed_evaluation
gen_airfoils		gen_airfoils
.gitignore		.gitignore
Diffusion_1D.py		Diffusion_1D.py
Diffusion_1D_conditioned.py		Diffusion_1D_conditioned.py
README.md		README.md
airfoil_plotter.ipynb		airfoil_plotter.ipynb
conditionedDataset.py		conditionedDataset.py
coord_seligFmt.zip		coord_seligFmt.zip
data_cleaner.ipynb		data_cleaner.ipynb
dataset.py		dataset.py
evaluate_airfoils.ipynb		evaluate_airfoils.ipynb
gen_airfoils_1D.ipynb		gen_airfoils_1D.ipynb
gen_airfoils_1D_conditioned.ipynb		gen_airfoils_1D_conditioned.ipynb
generated_airfoil_cleaner.ipynb		generated_airfoil_cleaner.ipynb
move_failed_evaluation.ipynb		move_failed_evaluation.ipynb
polar.dat		polar.dat
polar2.dat		polar2.dat
sampled_airfoils.csv		sampled_airfoils.csv