Guillaume Berger
Data Scientist at Octave.energy
Former FNRS Postdoctoral Researcher at UCLouvain
About

I work at Octave.energy, with a background in the analysis, control, and optimization of cyber-physical systems. Previously, I was an FNRS postdoctoral fellow at UCLouvain in the team of Raphaël Jungers, and a postdoctoral researcher at the University of Colorado Boulder in the team of Sriram Sankaranarayanan.
My research focuses on formal verification and data-driven analysis and control of complex systems, particularly cyber-physical and hybrid systems. I combine tools from optimization, computer science, and machine learning to study safety and correctness guarantees.
I have taught undergraduate, master’s, and graduate courses at the University of Colorado Boulder, UCLouvain, and UNamur, and have mentored and co-supervised Ph.D. students.
I received my Ph.D. in cyber-physical systems from UCLouvain in 2021, supervised by Raphaël Jungers, and my master’s degree in mathematical engineering from UCLouvain in 2017.
Contact
- Octave.energy: guillaume.berger@octave.energy
- UCLouvain: guillaume.berger@uclouvain.be
News
- November 2026: I have joined Octave.energy, following my FNRS postdoctoral fellowship at UCLouvain.
- Fall 2026: I am co-teaching Stochastic optimal control and reinforcement learning (LINMA2222) at UCLouvain.