works on
aerodynamic data generation 1bézier surface manifolds 1computational fluid dynamics 1generative adversarial networks 1intrinsic geometry 1radial basis function discriminator 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

IG-GAN: A Generative Adversarial Network for Aerodynamic Data Generation Based on Intrinsic Geometry

Ying Yan, Liwei Hu, Xiaoming Zhang

The paper introduces IG‑GAN, a generative adversarial network that creates aerodynamic data by modeling it as a piecewise smooth manifold of Bézier surfaces and using a radial‑basi…