A machine learning study evaluating four regression models trained to predict Formula 1 front wing aerodynamic efficiency and aero balance using raw force and moment readings from Computational Fluid Dynamics (CFD) simulations.
machine-learning formula1 balance drag efficiency force cfd computational-fluid-dynamics aerodynamics aerodynamics-simulation downforce
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Updated
Oct 8, 2026 - Jupyter Notebook