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A machine learning model for predicting the mass transfer performance of rotating packed beds based on a least squares support vector machine approach

Wei Zhang, Peng Xie, Yuxing Li, Jianlu Zhu

2021Chemical Engineering and Processing - Process Intensification19 citationsDOI

Topics & Concepts

GeneralizationSupport vector machineMass transferMean squared errorCorrelation coefficientCoefficient of determinationLinear regressionNonlinear systemLeast squares support vector machineMass transfer coefficientAbsorption (acoustics)Nonlinear regressionMathematicsComputer scienceStatisticsMachine learningRegression analysisChemistryMaterials scienceChromatographyPhysicsComposite materialMathematical analysisQuantum mechanicsCarbon Dioxide Capture TechnologiesMembrane Separation and Gas TransportPhase Equilibria and Thermodynamics
A machine learning model for predicting the mass transfer performance of rotating packed beds based on a least squares support vector machine approach | Litcius