Optimizing asphalt mix design through predicting the rut depth of asphalt pavement using machine learning
Jian Liu, Fangyu Liu, Chuanfeng Zheng, Daodao Zhou, Linbing Wang
Topics & Concepts
RutMean squared errorArtificial neural networkMean absolute percentage errorSupport vector machineRandom forestAsphaltStatisticsImputation (statistics)Linear regressionCoefficient of determinationGradient boostingComputer scienceMathematicsEngineeringMachine learningMissing dataMaterials scienceComposite materialInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationNon-Destructive Testing Techniques