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physics.app-ph2026★ 1 cited
A large scale multi-modal workflow for battery characterization: from concept to implementation
François Cadiou, Cinthya Herrera, Duncan Atkins +32
The development of material acceleration platforms in battery research requires integrating complementary techniques and correlating heterogeneous experimental datasets. Here, this…
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…