Ashton, Neil

1. DrivAerML: High-Fidelity Computational Fluid Dynamics Dataset for Road-Car External Aerodynamics
   2024/08/21 by Neil Ashton, Ashton, Neil, Charles Mockett +21 · 12 citations
   Engineering · #Aerodynamics and Fluid Dynamics Research #Computational Engineering #Computational Fluid Dynamics and Aerodynamics #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #and Science (cs.CE)
2. WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics
   2024/07/27 by Neil Ashton, Jordan B. Angel, Ashton, Neil +15 · 4 citations
   Engineering · #Aerodynamics and Fluid Dynamics Research #Computational Engineering #Computational Fluid Dynamics and Aerodynamics #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Real-time simulation and control systems #and Science (cs.CE)
3. AhmedML: High-Fidelity Computational Fluid Dynamics Dataset for Incompressible, Low-Speed Bluff Body Aerodynamics
   2024/07/30 by Neil Ashton, Danielle C. Maddix, Ashton, Neil +5 · 4 citations
   Engineering · #Aerodynamics and Fluid Dynamics Research #Computational Engineering #Computational Fluid Dynamics and Aerodynamics #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #and Science (cs.CE)
4. A Benchmarking Framework for AI models in Automotive Aerodynamics
   2025/07/14 by Kaustubh Tangsali, Tangsali, Kaustubh, Rishikesh Ranade +13 · 4 citations
   Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG)