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physics.flu-dyn2026
HiLiftAeroML: A High-Fidelity Computational Fluid Dynamics Dataset for High-Lift Aircraft Aerodynamics
Neil Ashton, Adam Clark, Liam Heidt +13
HiLiftAeroML is, to our knowledge, the first open high-fidelity computational fluid dynamics dataset dedicated to high-lift aircraft aerodynamics. It contains 1,800 simulations spa…
physics.flu-dyn2026
LES of Droplet Impingement: Application to Clean and Laser-Scanned Ice Shapes
Federico Zabaleta, Brett Bornhoft, Suhas S. Jain +2
The prediction of aircraft icing is conventionally performed using multishot simulation frameworks that fail to predict the progressive roughening of the ice surface. To understand…