1 citations · 3 across the 3 of their papers we have counts for
3 papers
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…
Toward High-Performance Energy and Power Battery Cells with Machine Learning-based Optimization of Electrode Manufacturing
Marc Duquesnoy, Chaoyue Liu, Vishank Kumar +2
The optimization of the electrode manufacturing process is important for upscaling the application of Lithium Ion Batteries (LIBs) to cater for growing energy demand. In particular…
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…