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


Machine Learning-Assisted Multi-Objective Optimization of Battery Manufacturing from Synthetic Data Generated by Physics-Based Simulations
Marc Duquesnoy, Chaoyue Liu, Diana Zapata Dominguez, Vishank Kumar, Elixabete Ayerbe, Alejandro A. Franco
Energy Storage Materials, 2023


Functional data-driven framework for fast forecasting of electrode slurry rheology simulated by molecular dynamics
Marc Duquesnoy, Teo Lombardo, Fernando Caro, Florent Haudiquez, Alain C. Ngandjong, Jiahui Xu, Hassan Oularbi, Alejandro A. Franco
npj computational materials, 2022


Data Specifications for Battery Manufacturing Digitalization: Current Status, Challenges, and Opportunities
Franco Martín Zanotto, Diana Zapata Dominguez, Elixabete Ayerbe, Iker Boyano, Christine Burmeister, Marc Duquesnoy, Marlene Eisentraeger, Jonathan Florez Montaño, Alfonso Gallo-Bueno, Lukas Gold, Florian Hall, Nicolaj Kaden, Bernhard Muerkens, Laida Otaegui, Yvan Reynier, Simon Stier, Matthias Thomitzek, Artem Turetskyy, Nicolas Vallin, Jacob Wessel, Xukuan Xu, Jeyhun Abbasov, Alejandro A. Franco
Batteries & Supercaps, 2022


The ARTISTIC Online Calculator: Exploring the Impact of Lithium-Ion Battery Electrode Manufacturing Parameters Interactively Through Your Browser
Teo Lombardo, Fernando Caro, Alain C. Ngandjong, Jean-Baptiste Hoock, Marc Duquesnoy, Jean Charles Delepine, Adrien Ponchelet, Sylvain Doison, Prof. Dr. Alejandro A. Franco
Batteries & Supercaps, 2022


Artificial Intelligence Applied to Battery Research: Hype or Reality ?
Teo Lombardo, Marc Duquesnoy, Hassna El-Bouysidy, Fabian Årén, Alfonso Gallo-Bueno, Peter Bjørn Jørgensen, Arghya Bhowmik, Arnaud Demortière, Elixabete Ayerbe, Francisco Alcaide, Marine Reynaud, Javier Carrasco, Alexis Grimaud, Chao Zhang, Tejs Vegge, Patrik Johansson, and Alejandro A. Franco
Chemical Reviews, 2021


Machine learning 3D-resolved prediction of electrolyte infiltration in battery porous electrodes
Abbos Shodiev, Marc Duquesnoy, Oier Arcelus, Mehdi Chouchane, Jianlin Li, Alejandro A. Franco
Journal of Power Sources, 2021


Machine Learning-Based on Assessment of the Impact of the Manufacturing Process on Battery Electrode Heterogeneity
Marc Duquesnoy, Iker Boyano, Larraitz Ganborena, Pablo Cereijo, Elixabete Ayerbe, Alejandro A. Franco
Energy and AI, 2021


Fabrication of High-Quality Thin Solid-State Electrolyte Films Assisted by Machine Learning
Yu-Ting Chen, Marc Duquesnoy, Darren H. S. Tan, Jean-Marie Doux, Hedi Yang, Grayson Deysher, Phillip Ridley, Alejandro A. Franco, Ying Shirley Meng, Zheng Chen
ACS Energy Letters, 2021


What can text mining tell us about lithium‐ion battery researchers’ habits?
Hassna El-Bousiydy, Teo Lombardo, Emiliano N. Primo, Marc Duquesnoy, Mathieu Morcrette, Patrik Johansson, Patrice Simon, Alexis Grimaud, Alejandro A. Franco
Batteries & Supercaps, 2021


Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning
Marc Duquesnoy, Teo Lombardo, Mehdi Chouchane, Emiliano N. Primo, Alejandro A. Franco
Journal of Power Sources, 2020


Accelerated Optimization Methods for Force‐Field Parametrization in Battery Electrode Manufacturing Modeling
Teo Lombardo, Dr. Jean‐Baptiste Hoock, Dr. Emiliano N. Primo, Dr. Alain C. Ngandjong, Marc Duquesnoy, Prof. Dr. Alejandro A. Franco
Batteries & Supercaps, 2020