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Prediction of discharge performance of hard carbon materials for high-performance sodium-ion batteries based on machine learning

Tao Qi, Xiong Zhang, Kai Xiong, Haiping Yang, Shihong Zhang, Hanping Chen

2025Journal of Materials Chemistry A15 citationsDOI

Abstract

The development of high-performance hard carbon anodes is crucial for enhancing the performance of sodium-ion batteries (SIBs).

Topics & Concepts

SodiumCarbon fibersIonMaterials scienceComputer scienceComposite materialChemistryMetallurgyOrganic chemistryComposite numberAdvancements in Battery MaterialsMachine Learning in Materials ScienceX-ray Diffraction in Crystallography
Prediction of discharge performance of hard carbon materials for high-performance sodium-ion batteries based on machine learning | Litcius