Studies that answer real design questions
A look at how we work: the AI capability, and the full-vehicle aero study behind it.
AI & Flow Control
Performance prediction, sensor placement, automated optimization, and real-time control, built on top of the same CFD work.
Vehicle Aerodynamics Analysis
A full-car external aero study covering downforce sources, wake structures, and pressure and velocity fields, on a Formula 1 car at race speed.
AI-Optimized Fuel Injector Design
A Fourier Neural Operator trained on an 80-case CFD sweep, used to inverse-design a hydrogen injector geometry and checked against real CFD.
Sparse Sensor Placement
18 sensor locations picked from a CFD-generated surface field, reconstructing the full pressure and shear picture from a handful of readings.
Dynamic Wing Angle Control
A trained neural network inverse-designs the flap angle of an active aero wing, run in reverse to hit a target downforce value in milliseconds.