Descriptif des activités de recherche
This project is a collaboration between AC2T research GmbH, the Laboratoire de Réactivité et Chimie des Solides (joint research unit be-tween CNRS & Université de Picardie Jules Verne) and the R&D Advanced Technologies Division of Toyota Motor Europe. The goal of this research is to develop a physics-based model of the membrane electrode assembly resulting from the manufacturing process of the proton-exchange membrane fuel cell (PEMFC). Our aim is simulate, numerically, the impact of the assembly conditions on the mesostructural and operational properties of the functional layers, namely electrode, microporous layer (MPL), and gas diffusion layer (GDL).
Parcours
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- Master (University of Trieste, 2023)
Expertise
- Ab initio
- DFT
- Gaussian
- Amsterdam Density Functional
- ORCA
- LAMMPS
- Geodict
Implication dans des projets
- Physics-Based Modelling of the Membrane Electrode Assembly / 36 months / Horizon Europe Marie Sk?odowska-Curie Actions (MSCA) Doctoral Networks project ?BLESSED’
Dernières publications
Publications
Digital correlation analysis and optimization of microporous layer through a machine learning workflow for PEMFC applications
Rashen Lou Omongos, Diego E. Galvez-Aranda, Francisco Fernandez, András Vernes, Alejandro A. FrancoJournal of Power Sources, 2025
Transfer learning assessment of small datasets relating manufacturing parameters with electrochemical energy cell component properties
Francisco Fernandez, Soorya Saravanan, Rashen Lou Omongos, Javier F. Troncoso, Diego E. Galvez-Aranda and Alejandro Franconpj computational materials, 2025
Machine learning-driven optimization of gas diffusion layer microstructure for PEM fuel cells
Rashen Lou Omongos, Diego E. Galvez-Aranda, Franco M. Zanotto, András Vernes, Alejandro A. FrancoJournal of Power Sources, 2025
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