Publications · Talks · Thesis

Research

Peer-reviewed articles, conference proceedings and talks at the intersection of applied mathematics, machine learning and stochastic control.

Stochastic Control for Industrial Processes: Open-Loop Performance vs. Closed-Loop Robustness

Talk CANUM 2026, Saint-Jacut-de-la-Mer →

Contrôleur prédictif par apprentissage machine pour la déphosphatation sans capteur en ligne : application et validation en conditions opérationnelles

Proceeding Congrès Eau & Intelligence Artificielle 2026 (SHF) →

Machine Learning and Stochastic Control for the Optimized Automatic Piloting of Industrial Systems

Thesis PhD Thesis · Université de Rennes (ENS Rennes / IRMAR / IETR / Purecontrol) →

Data assimilation for prediction of ammonium in wastewater treatment plant: from physical to data driven models

Journal Water Research, Vol. 282, 123673 →

Data assimilation for prediction of ammonium in WWTP: from physical to data driven models

Talk JSTAR 2025 (Journées STAR, Rennes) →

Uncertainty Analysis in Predictive Control for Wastewater Treatment Plants

Proceeding 26th ROADEF Congress →

Lessons Learned from Solving Data-Driven Optimal Control Problems as MILPs

Talk GDR RO&D, Journée industrielle →

A stochastic expectation maximization algorithm for the estimation of wastewater treatment plant ammonium concentration

Proceeding European Control Conference (ECC 2024) →

Optimization of a biogas upgrading unit's operation

Proceeding 25th ROADEF Congress →