Generative design of stabilizing controllers with diffusion models: the Youla approach

Matteo Cercola, Donatello Materassi, Simone Formentin

Designing controllers that simultaneously achieve strong performance and provable closed-loop stability remains a central challenge in control engineering. This work introduces a d…