Predicting viscosity of ionic liquids - water mixtures by bridging UNIFAC modeling with interpretable machine learning
Min Huang, Jiandong Deng, Guozhu Jia
Topics & Concepts
UNIFACMachine learningArtificial intelligenceGradient boostingViscosityCategorical variableRandom forestCurse of dimensionalityBoosting (machine learning)Activity coefficientThermodynamicsChemistryMathematicsComputer sciencePhysicsPhysical chemistryAqueous solutionIonic liquids properties and applicationsMachine Learning in Materials ScienceElectrochemical Analysis and Applications