Improvement of manufacturing technologies through a modelling approach: an air-steam sterilization case-study. - Francesca Iacono; Jorge Lo Presti; Irene Schimperna; Sara Ferretti; Andrea Mezzadra; Lalo Magni; Chiara Toffanin (ISM, 2020)

Robust offset-free constrained Model Predictive Control with Long Short-Term Memory Networks - Extended version. - Irene Schimperna; Lalo Magni (CoRR, 2023)

Robust constrained nonlinear Model Predictive Control with Gated Recurrent Unit model - Extended version. - Irene Schimperna; Lalo Magni (CoRR, 2023)

Robust constrained nonlinear Model Predictive Control with Gated Recurrent Unit model. - Irene Schimperna; Lalo Magni (Autom., 2024)

Recurrent Neural Network-Based MPC for Systems With Input and Incremental Input Constraints. - Irene Schimperna; Giacomo Galuppini; Lalo Magni (IEEE Control. Syst. Lett., 2024)

Robust Offset-Free Constrained Model Predictive Control With Long Short-Term Memory Networks. - Irene Schimperna; Lalo Magni (IEEE Trans. Autom. Control., 2024)

On Incremental Input-to-State Stability of interconnected discrete-time systems. - Irene Schimperna; Lalo Magni (Autom., 2025)

Offset-free Nonlinear MPC with Koopman-based Surrogate Models. - Irene Schimperna; Lea Bold; Karl Worthmann (CoRR, 2025)