Optimized machine learning approaches for the prediction of viscoelastic behavior of modified asphalt binders
Alireza Sadat Hosseini, Pouria Hajikarimi, Mostafa Gandomi, Fereidoon Moghadas Nejad, Amir H. Gandomi
Topics & Concepts
ViscoelasticityDynamic shear rheometerAsphaltRheometerShear modulusCoefficient of determinationMaterials scienceSupport vector machineMean squared errorLinear regressionArtificial neural networkDynamic modulusRheologyRegressionMathematicsMachine learningComputer scienceStatisticsComposite materialDynamic mechanical analysisPolymerAsphalt Pavement Performance EvaluationInfrastructure Maintenance and MonitoringTransport Systems and Technology