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54 lines (54 loc) · 1.74 KB
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cff-version: 1.2.0
title: "DiffGeo: Aerodynamic Shape Design Space Exploration with Deep Latent Diffusion Model"
message: "If you use this repository, please cite both the DiffGeo AIAA Journal paper and the DiffAirfoil AIAA Aviation Forum paper."
type: software
authors:
- family-names: Wei
given-names: Zhen
- family-names: Dufour
given-names: Edouard
- family-names: Pelletier
given-names: Colin
- family-names: Bauerheim
given-names: Michael
- family-names: Fua
given-names: Pascal
repository-code: "https://github.com/kfxw/DiffGeo"
abstract: "Agent-ready open-source 2D airfoil/aerofoil generation release for latent-space diffusion over learned geometric design spaces."
license: MIT
version: 0.1.0
date-released: 2026-05-17
preferred-citation:
type: article
title: "Aerodynamic Shape Design Space Exploration with Deep Latent Diffusion Model"
authors:
- family-names: Wei
given-names: Zhen
- family-names: Dufour
given-names: Edouard
- family-names: Pelletier
given-names: Colin
- family-names: Bauerheim
given-names: Michael
- family-names: Fua
given-names: Pascal
journal: "AIAA Journal"
year: 2026
references:
- type: conference-paper
title: "DiffAirfoil: An Efficient Novel Airfoil Sampler Based on Latent Space Diffusion Model for Aerodynamic Shape Optimization"
authors:
- family-names: Wei
given-names: Zhen
- family-names: Dufour
given-names: Edouard R.
- family-names: Pelletier
given-names: Colin
- family-names: Fua
given-names: Pascal
- family-names: Bauerheim
given-names: Michaël
conference:
name: "AIAA AVIATION FORUM AND ASCEND 2024"
year: 2024
doi: "10.2514/6.2024-3755"