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airfoil_diffusion_generator's Introduction

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

  • Write script to evaluate generated airfoils performance
  • Optimize model to generate airfoils with desirable characteristics
  • Literature review
  • Write paper

Completed

  • 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

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Contributors

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