Neil Ashton

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

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 of ML surrogate models for external automotive aerodynamics. Each Computational Fluid Dynamics (CFD) simulation was run wit…