Designing positive electrodes with high energy density for lithium-ion batteries
Masashi Okubo, Seongjae Ko, Debasmita Dwibedi, Atsuo Yamada
Abstract
We demonstrate a machine-learning analysis of large-capacity/high-voltage battery cathodes, which quantitatively evaluates the importance of ever-attempted technical solutions.
Topics & Concepts
Battery (electricity)Energy densityElectrodeCathodeLithium (medication)Materials scienceIonVoltageLithium-ion batteryEngineering physicsHigh voltageEnergy (signal processing)OptoelectronicsComputer scienceElectrical engineeringChemistryEngineeringPhysicsPsychologyThermodynamicsPower (physics)Physical chemistryPsychiatryOrganic chemistryQuantum mechanicsAdvancements in Battery MaterialsAdvanced Battery Technologies ResearchAdvanced Battery Materials and Technologies