Faster by Design: Interactive Aerodynamics via Neural Surrogates Trained on Expert-Validated CFD

Nicholas Thumiger, Andrea Bartezzaghi, Mattia Rigotti +5

Computational Fluid Dynamics (CFD) is central to race-car aerodynamic development, yet its cost -- tens of thousands of core-hours per high-fidelity evaluation -- severely limits t…