aerodynamics-simulation

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.

Computational airfoil optimization with Python, combining aerodynamic analysis and automated shape refinement.

Design and development of a fixed-wing hybrid VTOL UAV, covering conceptual design, aerodynamic analysis, propulsion, structural design, flight dynamics, control, and validation.

aarav intelligence (ai) credits to aarav singhal for the name

Neural mesh deformation that lowers a car's drag coefficient without re-running CFD. PointNet surrogate predicts Cd; a deformation network optimises geometry by gradient descent.

Aerospace simulation portfolio using OpenFOAM, SU2, FEniCSx, PyFR, FiPy and Dedalus for CFD, FEA and scientific computing projects.