Data-driven design of advanced magnesium-battery electrolyte <i>via</i> dynamic solvation models
Ruimin Li, Wanyu Zhao, Zhengqing Fan, Meng Zhang, Jiayi Li, Rushuai Li, Zhijun Zuo, Xiaowei Yang
Abstract
Artificial intelligence (AI) facilitates electrolyte screening by correlating the complex physicochemical properties of solvent/clusters with battery performance.
Topics & Concepts
ElectrolyteMagnesiumBattery (electricity)SolvationComputer scienceMaterials scienceChemistryPhysicsThermodynamicsIonMetallurgyElectrodePhysical chemistryOrganic chemistryPower (physics)Advanced Battery Materials and TechnologiesAdvancements in Battery MaterialsThermal Expansion and Ionic Conductivity