Comparison of molecular and structural features towards prediction of ionic liquid ionic conductivity for electrochemical applications
Mariam Abdullah, Kallidanthiyil Chellappan Lethesh, Ahmer A.B. Baloch, Musbaudeen O. Bamgbopa
Topics & Concepts
Ionic liquidMean squared errorMolecular descriptorMultilayer perceptronPerceptronArtificial neural networkConductivityIonic conductivityArtificial intelligenceMaterials scienceComputer scienceMachine learningBiological systemChemistryMathematicsQuantitative structure–activity relationshipStatisticsPhysical chemistryOrganic chemistryBiologyCatalysisElectrolyteElectrodeIonic liquids properties and applicationsElectrochemical Analysis and ApplicationsMachine Learning in Materials Science