Arthur Montanari

I'm Arthur Montanari, a postdoctoral scholar at the Center for Network Dynamics and the Department of Physics and Astronomy at Northwestern University. I received the M.Sc. and Ph.D. degrees in Electrical Engineering, with a focus on control theory and nonlinear dynamics, from the Federal University of Minas Gerais (UFMG), Brazil, in 2018 and 2021, respectively. From 2021 to 2022, I was a postdoctoral fellow at the Luxembourg Centre for Systems Biomedicine, University of Luxembourg, where I specialized in the development of machine learning models.

Recent directions include the design of large-scale neurocomputing systems (from oscillator Ising machines to coupled laser arrays and Josephson junctions), the optimal control of multi-agent systems for spatial navigation, the stability analysis of renewable-rich power grids, and the development of biomedical AI for heart disease prediction and drug discovery.

I seek to bridge theory with applications in physical, biological, and technological systems, and I'm always looking for new theory-experiment-data collaborations. I'm now working on unconventional computing approaches for model learning and training, with the goal of advancing both attention mechanisms and energy efficiency in neural dynamical systems. If you are interested in my research, feel free to get in touch!