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


Combining Virtual Reality with Mixed Reality for efficient training in Battery Manufacturing
Lucie Denisart, Diana Zapata-Dominguez, Xavier David, Aubin Leclere, Romain Lelong, Chaoyue Liu, Jiahui Xu, Emilie Loup-Escande, Alejandro A. Franco
Batteries & Supercaps, 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


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


Coupling of multiscale imaging analysis and computational modeling for understanding thick cathode degradation mechanisms
Minghao Zhang, Mehdi Chouchane, S. Ali Shojaee, Bartlomiej Winiarski, Zhao Liu, Letian Li, Rengarajan Pelapur, Abbos Shodiev, Weiliang Yao, Jean-Marie Doux, Shen Wang, Yixuan Li, Chaoyue Liu, Herman Lemmens, Alejandro A. Franco, Ying Shirley Meng
Joule, 2023


Lithium ion battery electrode manufacturing model accounting for 3D realistic shapes of active material particles
Jiahui Xu, Alain C. Ngandjong, Chaoyue Liu, Franco M. Zanotto, Oier Arcelus, Arnaud Demortière, Alejandro A. Franco
Journal of Power Sources, 2023


Towards a 3D-resolved model of Si/Graphite composite electrodes from manufacturing simulations
Chaoyue Liu, Oier Arcelus, Teo Lombardo, Hassan Oularbi, Alejandro A. Franco
Journal of Power Sources, 2021