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A generalized machine learning model for predicting ionic conductivity of ionic liquids

Pratik Dhakal, Jindal K. Shah

2022Molecular Systems Design & Engineering46 citationsDOI

Abstract

Machine learning predictions indicate possibility for high ionic conductivity ionic liquids.

Topics & Concepts

Ionic liquidIonic bondingIonic conductivityConductivityComputer scienceMaterials scienceArtificial intelligenceMachine learningThermodynamicsChemistryPhysicsIonPhysical chemistryOrganic chemistryCatalysisElectrodeElectrolyteIonic liquids properties and applicationsMachine Learning in Materials ScienceElectrochemical Analysis and Applications
A generalized machine learning model for predicting ionic conductivity of ionic liquids | Litcius