Improving ionic conductivity of garnet solid-state electrolytes using Gradient boosting regression optimized machine learning
Yue Ma, Shaoxiong Han, Yan Sun, Zhenming Cui, Pengyu Liu, Xiaomin Wang, Yongzhen Wang, Yongzhen Wang
Topics & Concepts
Ionic conductivityElectrolyteConductivityGradient boostingMaterials scienceElectrochemical windowBoosting (machine learning)Fast ion conductorElectrochemistryRandom forestMachine learningComputer scienceChemistryElectrodePhysical chemistryAdvanced Battery Materials and TechnologiesMachine Learning in Materials ScienceFuel Cells and Related Materials