Synthetic data generation for system identification: leveraging knowledge transfer from similar systems. - Dario Piga; Matteo Rufolo; Gabriele Maroni; Manas Mejari; Marco Forgione (CDC, 2024)

Enhanced Transformer architecture for in-context learning of dynamical systems. - Matteo Rufolo; Dario Piga; Gabriele Maroni; Marco Forgione (CoRR, 2024)

Distributionally Robust Minimization in Meta-Learning for System Identification. - Matteo Rufolo; Dario Piga; Marco Forgione (IEEE Control. Syst. Lett., 2025)

Manifold meta-learning for reduced-complexity neural system identification. - Marco Forgione; Ankush Chakrabarty; Dario Piga; Matteo Rufolo; Alberto Bemporad (CoRR, 2025)