Gerben I. Beintema

Gerben I. Beintema is a Researcher in the Control Systems Group at Eindhoven University of Technology's Department of Electrical Engineering. His work focuses on Machine Learning, Nonlinear System Identification, and Deep Learning for dynamical systems.

He develops AI methods for state-space modeling, including port-Hamiltonian neural networks and predictive control algorithms. Applications span vehicle dynamics, industrial processes, and computational optimization.

Beintema holds a Ph.D. (2024) and M.Sc. in Applied Physics (cum laude, 2019) from TU/e, where his thesis applied reinforcement learning to fluid control in crystal growth.