Giancarlo Ferrari Trecate

Giancarlo Ferrari Trecate is an Adjunct Professor at the Swiss Federal Institute of Technology Lausanne (EPFL), affiliated with the School of Engineering and the SCI-STI-GFT department. He is also involved in teaching and research through the STI-SGM and EDRS-ENS programs.

• Research Interests: Automatic control, state estimation, system identification, machine learning, distributed control, hybrid systems, microgrids, biochemical networks, voltage and frequency stabilization in AC/DC microgrids.

Publications Trends: His recent work focuses on integrating Neural ODEs and Hamiltonian structures for stable control systems, regret minimization in distributed control, and robust state estimation under uncertainty. Applications include autonomous mobility-on-demand, power grid optimization, and secure microgrid control against cyber-attacks.

• Scientific Awards: No specific awards mentioned in the provided data.

Teaching & Advising: He supervises PhD students in mechanical engineering and teaches courses on Multivariable control and Networked control systems. His lab, DECODE, specializes in Dependable Control and Decision systems.