AhmedML: High-Fidelity Computational Fluid Dynamics Dataset for Incompressible, Low-Speed Bluff Body Aerodynamics

N Ashton, DC Maddix, S Gundry… - arXiv preprint arXiv …, 2024 - arxiv.org
The development of Machine Learning (ML) methods for Computational Fluid Dynamics
(CFD) is currently limited by the lack of openly available training data. This paper presents a …

WindsorML--High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics

N Ashton, JB Angel, AS Ghate, GKW Kenway… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper presents a new open-source high-fidelity dataset for Machine Learning (ML)
containing 355 geometric variants of the Windsor body, to help the development and testing …