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Surface layer modulus prediction of asphalt pavement based on LTPP database and machine learning for Mechanical-Empirical rehabilitation design applications

Miaomiao Li, Qingli Dai, Peifeng Su, Zhanping You, Yunxiang Ma

2022Construction and Building Materials25 citationsDOI

Topics & Concepts

Pavement engineeringFalling weight deflectometerRutRandom forestRegression analysisEngineeringOrdinary least squaresAsphaltComputer scienceMachine learningStructural engineeringMaterials scienceSubgradeComposite materialInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationTraffic Prediction and Management Techniques
Surface layer modulus prediction of asphalt pavement based on LTPP database and machine learning for Mechanical-Empirical rehabilitation design applications | Litcius