Francesco Pillitteri

Francesco Pillitteri

PhD Student · Scuola IMT Alti Studi Lucca

Numerical OptimizationModel Predictive ControlMachine Learning

About Me

I'm currently a PhD student at IMT School for Advanced Studies Lucca.

Previously I worked as a Research Engineer at Garrett Advancing Motion and as a Modelling and Simulation Engineer at Skydweller Aero, applying numerical optimization and control techniques to automotive and aerospace systems.

Beyond research, I enjoy breaking down complex ideas and experimenting with hands-on projects, from robotics and Arduino builds to fermentation science.

Recent Writing

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Amortized Nonlinear Model Predictive Control

Learning the parameters of a small state-dependent QP to replace the online NLP in NMPC.

Model Predictive ControlOptimizationMachine LearningRoboticsJAX

Tuning PID Controllers with Automatic Differentiation

Using JAX to differentiate through a closed-loop simulation and gradient-descent the PID gains directly — no manual tuning, no heuristics.

Control TheoryOptimizationJAXAutomatic Differentiation

Experience

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  • November 2024 – Present
    PhD Student — Learning and Control IMT School for Advanced Studies Lucca (DYSCO Research Unit)