Rémy Dutto
PhD
Biography
My fields of interests are optimal control, artificial intelligence and optimization. The aim of my thesis was to propose new numerical optimal control methods supported by artificial intelligence to solve the torque split and gear shift problem on a hybrid electric vehicle.
Interests
- Optimal Control
- Artificial Intelligence
- Optimization
- Numerical methods
Education
PhD in applied mathematics, 2024
Institut National Polytechnique of Toulouse
Engineer's degree in applied mathematics and modelization, 2021
Polytech Nice Sophia
Master's degree in management and buisness administration, 2021
IAE Nice Graduate School of Management
Skills
Technical
Python
Matlab
GitHub
Languages
French (native)
English (B2-C1)Experience
CIFRE PhD student
Realted topics:
- Optimal Control
- Neural Network
- Optimization
- Numerical methods
Apprenticeship
Realted topics:
- Reinforcement Learning
- Neural Network
- Anomaly detection
Publications
Quickly discover relevant content by filtering publications.
(2024).
Geometric preconditioner for indirect shooting and application to hybrid vehicle.
4th IFAC MICNON Conference.
(2023).
A bilevel optimal control method and application to the hybrid electric vehicle.
Optim. Control Appl. Methods.
