Publication | Open Access
Synthesis of Lithium-ion Conducting Polymers Designed by Machine Learning-based Prediction and Screening
48
Citations
26
References
2018
Year
ElectrolytesEngineeringMachine LearningElectrode-electrolyte InterfaceChemistryPolymersConducting PolymerChemical EngineeringPolymer CompositesMachine Learning-based PredictionPolymer ChemistryMaterials ScienceElectroactive MaterialSolid Polymer ElectrolytesLithium-ion BatteryLithium-ion BatteriesEnergy StorageSolid-state BatteryElectrochemistryPolymer ScienceLithium-ion Conducting PolymersFunctional Materials
A database for 240 types of lithium-ion conducting solid polymer electrolytes was newly constructed and analyzed by machine learning. Despite the complexity of the polymer composites as electrolyte...
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