Computational and data-driven modelling of solid polymer electrolytes
Kaiyang Wang, Haoyuan Shi, Tianjiao Li, Liming Zhao, Hanfeng Zhai, Deepa Korani, Jingjie Yeo
Abstract
Solid polymer electrolytes (SPEs) offer a safer battery electrolyte alternative but face design challenges. This review highlights applications of machine learning alongside theory-based models to improve SPE design.
Topics & Concepts
Polymer electrolytesElectrolyteSAFERComputer scienceBattery (electricity)PolymerNanotechnologyMaterials scienceChemistryElectrodePhysicsPower (physics)Quantum mechanicsIonic conductivityComposite materialComputer securityPhysical chemistryFuel Cells and Related MaterialsAdvanced Battery Materials and Technologies