FREN
courbe en fond

Former staff and alumni



Main Research Activities

Je suis en charge de la partie Big Data et Intelligence Artificielle du projet ARTISTIC. Les recherches s’articulent autour de la mise en forme des données du laboratoire LRCS, pour faciliter leur utilisation au sein du laboratoire, mais également pour mettre en place et alimenter les algorithmes de Machine Learning qui doivent permettre d’optimiser le stockage des batteries lithium-ion.

Encadrants : Prof. Alejandro A. Franco, Elixabete Ayerbe (CIDETEC Energy Storage)

Academic Training

  • Master Mathématiques Appliquées Statistiques, option Ingénierie Statistique Numérique, Université Lille
  • Licence Mathématiques, Université Lille
  • Classe Préparatoire aux Grandes Écoles, Lycée Châtelet, Douai

Professional skills

Analyses Statistiques, Algorithmes de Machine Learning, Data Analyse, Gestion de Données, Programmation

Running Projects

ARTISTIC, ERC


Toward high-performance energy and power battery cells with machine learning-based optimization of electrode manufacturing

Marc Duquesnoy, Chaoyue Liu, Vishank Kumar, Elixabete Ayerbe and Alejandro A. Franco

Journal of Power Sources, 2024

Toward high-performance energy and power battery cells with machine learning-based optimization of electrode manufacturing

Marc Duquesnoy; Chaoyue Liu; Vishank Kumar, Elixabete Ayerbe and Alejandro A; Franco

Journal of Power Sources, 2024

Three-dimensional physical modeling of the wet manufacturing process of solid-state battery electrodes

Mohammed Alabdali, Franco M. Zanotto, Marc Duquesnoy, Anna-Katharina Hatz, Duancheng Ma, Jérémie Auvergniot, Virginie Viallet, Vincent Seznec, Alejandro A. Franco

Journal of Power Sources, 2023

Optimization of the microstructure of carbon felt electrodes by applying the lattice Boltzmann method and Bayesian optimizer

Jia Yu, Marc Duquesnoy, Chaoyue Liu, Alejandro A. Franco

Journal of Power Sources, 2023

Electrochemistry Visualization Tool to Support the Electrochemical Analysis of Batteries

Matheus Leal de Souza, Marc Duquesnoy, Mathieu Morcrette, Alejandro A. Franco

Batteries & Supercaps, 2023

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