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Involving prediction of dynamic modulus in asphalt mix design with machine learning and mechanical-empirical analysis

Jian Liu, Fangyu Liu, Zhen Wang, Ebenezer O. Fanijo, Linbing Wang, Linbing Wang

2023Construction and Building Materials32 citationsDOI

Topics & Concepts

Support vector machineGradationArtificial neural networkAsphaltMachine learningComputer scienceKrigingArtificial intelligenceEmpirical modellingRegression analysisDynamic modulusMulticollinearityPerformance predictionMathematicsMaterials scienceSimulationDynamic mechanical analysisComposite materialPolymerAsphalt Pavement Performance EvaluationInfrastructure Maintenance and MonitoringNon-Destructive Testing Techniques
Involving prediction of dynamic modulus in asphalt mix design with machine learning and mechanical-empirical analysis | Litcius