Author

Edouard R. Dufour

h-index 1 View on Semantic Scholar

We have 2 of 3 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#diffusion models Open access Aug 2026

Aerodynamic Shape Design Space Exploration with Deep Latent Diffusion Model

DiffGeo achieves high-quality and diverse shape generation with at least an order of magnitude less data than alternatives, decouples geometry representation from design targets for flexible reuse, and seamlessly incorporates complex design constraints via energy-based conditioning.

Zhen Wei, Edouard R. Dufour, Colin Pelletier et al. · AIAA Journal · 1 citation

Preprint Jul 2026

Generative Refinement for Low-Budget Black-Box Optimization

Black-box optimization is a fundamental science and engineering tool that makes it possible to optimize objectives without gradient information. Unfortunately, as it often requires many function evaluations, it can be challenging when each one is costly. This is especially true when the evaluation function is noisy or...

Edouard R. Dufour, Pascal Fua · 0 citations