Establishment of correlation model between compositions and dynamic viscoelastic properties of asphalt binder based on machine learning
Liyan Shan, Yajie Wang, Shuang Liu, Xiaofei Qi, Jianjie Wang
Topics & Concepts
ViscoelasticityAsphaltDynamic modulusMean absolute percentage errorMaterials scienceSupport vector machineCorrelation coefficientPrincipal component analysisRandom forestDynamic mechanical analysisComposite materialComputer scienceAlgorithmMachine learningArtificial neural networkArtificial intelligencePolymerAsphalt Pavement Performance EvaluationInfrastructure Maintenance and MonitoringTransport Systems and Technology