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most citedMachine Learning-Assisted Multi-Objective Optimization of Battery Manufacturing from Synthetic Data Generated by Physics-Based Simulations

1 citations

researchers with a paper here

Alejandro A. Franco1
Chaoyue Liu1
Diana Zapata Dominguez1
E. Ayerbe1
M. Duquesnoy1
Vishank Kumar1

collaborating institutions

Centre for Electrochemical TechnologiesES1 paper
Centre National de la Recherche ScientifiqueFR1 paper
Institut Universitaire de FranceFR1 paper
Laboratoire de Réactivité et Chimie des SolidesFR1 paper
Réseau sur le Stockage Electrochimique de l'énergieFR1 paper
Umicore (Belgium)BE1 paper
Université de Picardie Jules VerneFR1 paper

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physics.app-ph2022★ 1 cited

Machine Learning-Assisted Multi-Objective Optimization of Battery Manufacturing from Synthetic Data Generated by Physics-Based Simulations

Marc Duquesnoy, Chaoyue Liu, Diana Zapata Dominguez +3

The optimization of the electrodes manufacturing process constitutes one of the most critical steps to ensure high-quality Lithium-Ion Battery (LIB) cells, in particular for automo…