Modeling and design of hybrid distribution network: Operational and technical features. - Aysar Musa; Syed Muhammed Rehan; Lorenzo Sabug; Ferdinanda Ponci; Antonello Monti (ISGT Europe, 2017)

On the use of Set Membership theory for global optimization of black-box functions. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (CDC, 2020)

Trading-off safety, exploration, and exploitation in learning-based optimization: a Set Membership approach. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (CDC, 2021)

SMGO: A set membership approach to data-driven global optimization. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (Autom., 2021)

Direct control design using a Set Membership-based black-box optimization approach. - Raffaele Galbiati; Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (CCTA, 2022)

SMGO-Δ: Balancing caution and reward in global optimization with black-box constraints. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (Inf. Sci., 2022)

On data-driven optimization in the design and control of autonomous systems - Lorenzo Sabug (2023)

Controlling the Exploitation/Exploration Trade-Off in Global Optimization: A Set Membership Approach. - Mattia Alborghetti; Giulio Montecchio; Lorenzo Sabug; Lorenzo Fagiano; Fredy Ruiz (ACC, 2024)

Multi-Agent Global Optimization with Decision Variable Coupling. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (CDC, 2024)

Efficient Multiobjective Optimization Framework for Induction Heating Systems Design. - Enrico Spateri; Lorenzo Sabug; Fredy Ruiz; Giambattista Gruosso (IEEE Access, 2024)

Sample-Based Trust Region Dynamics in Contextual Global Optimization. - Lorenzo Sabug; Lorenzo Fagiano; Fredy Ruiz (IEEE Control. Syst. Lett., 2024)