Published in NeurIPS Conference (Dataset and Benchmark Track), 2025
Announces UniFoil, a 500k-sample RANS dataset spanning laminar–turbulent transition through fully turbulent subsonic and transonic regimes to accelerate ML research on realistic aerodynamic flows.
Recommended citation: Kanchi, Rohit Sunil, Benjamin Melanson, Nithin Somasekharan, Shaowu Pan, and Sicheng He. (2025). "UniFoil: A Universal Dataset of Airfoils in Transitional and Turbulent Regimes for Subsonic and Transonic Flows." NeurIPS Dataset and Benchmark Track, October 2025. arXiv:2505.21124. /files/UniFoil_paper.pdf