Machine learning assisted Structure-based models for predicting electrical conductivity of ionic liquids
Reza Nakhaei-Kohani, Seyed Ali Madani, Seyed-Pezhman Mousavi, Saeid Atashrouz, Ali Abedi, Abdolhossein Hemmati‐Sarapardeh, Ahmad Mohaddespour
Topics & Concepts
Ionic liquidMean squared errorSupport vector machineBoosting (machine learning)Gradient boostingDecision treeCoefficient of determinationConductivityBiological systemMachine learningMaterials scienceComputer scienceThermodynamicsChemistryMathematicsRandom forestStatisticsPhysical chemistryPhysicsOrganic chemistryBiologyCatalysisIonic liquids properties and applicationsElectrochemical Analysis and ApplicationsElectrochemical sensors and biosensors