Capacity prediction of K-ion batteries: a machine learning based approach for high throughput screening of electrode materials
Souvik Manna, Diptendu Roy, Sandeep Das, Biswarup Pathak
Abstract
Machine learning (ML) techniques have been utilized to predict specific capacity for K-ion battery based electrode materials.
Topics & Concepts
ThroughputElectrodeBattery (electricity)Materials scienceIonComputer scienceChemistryWirelessTelecommunicationsPhysicsPower (physics)Physical chemistryQuantum mechanicsOrganic chemistryAdvancements in Battery MaterialsMachine Learning in Materials ScienceAdvanced Battery Technologies Research