Data-augmented machine learning for predicting biomass-derived hard carbon anode performance in sodium-ion batteries
Gang Chen, Zihan Yang, Peng Sun, Junfeng Li, Junfeng Li, Chenyu Wang, Jinliang Li, Jinliang Li, Guang Yang, Likun Pan
Topics & Concepts
Faraday efficiencyAnodeMachine learningComputer scienceCarbonizationRobustness (evolution)Carbon fibersElectrochemistryMaterials scienceProcess engineeringArtificial intelligenceProcess (computing)Mean squared errorPredictive modellingEnsemble learningAlgorithmPerformance predictionAdvancements in Battery MaterialsMachine Learning in Materials ScienceX-ray Diffraction in Crystallography