CV
🎓 Education
- Master in Mathematics of Randomness (Statistics and Machine Learning), Université Paris Saclay — 2020–2021
- Major in Mathematics and Data Sciences, CentraleSupélec — 2017–2021
- Bachelor in Fundamental Physics, Université Paris Sud — 2017–2018
- Preparatory Classes MPSI/MP*, CPGE Chateaubriand Rennes — 2015–2017
đź“š PhD Thesis
Title: Distributed control of flexible loads on the power grid
Advisor: Ana Bušić
This thesis consists in providing new flexibility resources which are particularly crucial to integrate renewable energies into the power grid. The procedure relies on new smart technologies allowing for automatic control of devices. The objective is to control a great amount of devices to provide services to the system (load shaping or ancillary services) while: - maintaining the quality of service for the users; - minimizing communications between controllable devices and the central controller. The approach combines the techniques from the theory of controlled Markov processes, mean-field theory, optimal transport and automatic control.
👨‍🏫 Teaching Experience
Introduction to Machine Learning
Modélisation Option A: Probabilités et Statistiques
Biostatistiques
Modèles et Algorithmes pour les réseaux
Differential calculus and optimization
Algèbre linéaire et bilinéaire
Mathématiques pour les études scientifiques II
đź“ť Publications
Moment Constrained Optimal Transport for Control Applications
Mean Field Control of Thermostatically Controlled Loads as Piecewise Deterministic Markov Processes
Mean-Field Control of Heterogeneous Piecewise Deterministic Markov Processes under Grid Constraints
Moment Constrained Optimal Transport for Energy Demand Management of Heterogeneous Loads
Moment Constrained Optimal Transport for Thermostatically Controlled Loads
A decentralized algorithm for a mean field control problem of piecewise deterministic Markov processes
đź’¬ Talks
Moment Constrained Optimal Transport for Energy Demand Management of Heterogeneous Loads
Talk at PGMODays 2025, EDF Lab, Palaiseau
Moment Constrained Optimal Transport for Energy Demand Management of Heterogeneous Loads
Talk at 12th International Conference of Networks, Games, Control and Optimization (NETGCOOP), Bilbao, Spain
Mean-Field Control of Heterogeneous Piecewise Deterministic Markov Processes under Grid Constraints
Talk at 2025 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Toronto, Canada
Online Moment Constrained Optimal Transport applied to Electric Vehicle Charging
Talk at PGMO, EDF Lab, Palaiseau, France
🤝 Community Involvement
- Scouting: BAFA & BAFD training (animation, leadership, logistics, finance)
- Secours Populaire Français: food distribution, children’s activities, fundraising