Machine learning-assisted modeling study on the density and heat capacity of ionic liquid-organic solvent binary systems
Xinyan Liu, Jingzi Gao, Yuqiu Chen, Yingxue Fu, Yang Lei
Topics & Concepts
Ionic liquidBinary numberHeat capacityMean squared errorMole fractionWork (physics)Process (computing)SolventComputer scienceThermodynamicsMaterials scienceMachine learningArtificial intelligenceMathematicsChemistryOrganic chemistryStatisticsPhysicsCatalysisArithmeticOperating systemIonic liquids properties and applicationsElectrochemical Analysis and ApplicationsPhase Equilibria and Thermodynamics