Machine-learning-aided screening of inorganic lithium solid-state electrolytes with a wide electrochemical window
Jiajing Chen, Lu Jiang, Shendong Tan, Jun Yang, Zihui Li, Chen Bai, Xiang Zhang, Rongni Li, Yaoshu Xie, Ming Liu, Yanbing He, Tingzheng Hou
Abstract
We construct an electrochemical window (ECW) dataset of over 16 000 Li-containing compounds using a thermodynamic approach for solid-state electrolytes (SSEs).
Topics & Concepts
ElectrochemistryWindow (computing)ElectrolyteElectrochemical windowLithium (medication)Solid-stateFast ion conductorComputer scienceMaterials scienceChemistryElectrodeIonic conductivityMedicineWorld Wide WebPhysical chemistryEndocrinologyMachine Learning in Materials Science