Sebastien Nicolas Gros

Sebastien Nicolas Gros is a Professor at the Department of Engineering Cybernetics, Norwegian University of Science and Technology (NTNU). His research focuses on safe reinforcement learning (RL) and data-driven model predictive control (MPC), with applications in energy systems, biomedical engineering, and autonomous vehicles.

• Institution: Norwegian University of Science and Technology
• Department: Engineering Cybernetics

His work emphasizes AI-driven optimization for domestic energy storage, battery integration, and smart building management. Collaborations include Equinor, DNV, Kongsberg, Volvo, and CorPower Ocean. Key themes in his publications include:

• Control theory for renewable energy systems (wave energy converters, buildings)
• Biomedical applications (artificial pancreas, glucose monitoring)
• Transportation systems (electric vehicles, autonomous ships)
• Machine learning integration with physical models

He supervises 6 PhD students and co-supervises projects on multi-rotor wind turbines and industrial PhD collaborations. The articles demonstrate a convergence of RL, MPC, and uncertainty quantification across energy, biomedical, and transportation domains.