Machine-learning-revealed statistics of the particle-carbon/binder detachment in lithium-ion battery cathodes

Abstract

Developing understanding of degradation phenomena in nickel rich cathodes is under intense investigation. Here the authors use learning-assisted statistical analysis and experiment-informed mathematical modelling to resolve the microstructure of a Ni-rich NMC composite cathode.