Litcius/Paper detail

Improving asphalt mix design by predicting alligator cracking and longitudinal cracking based on machine learning and dimensionality reduction techniques

Jian Liu, Fangyu Liu, Hongren Gong, Ebenezer O. Fanijo, Linbing Wang

2022Construction and Building Materials35 citationsDOI

Topics & Concepts

CrackingSupport vector machineAsphaltArtificial neural networkGradient boostingEngineeringComputer scienceMachine learningRandom forestMaterials scienceComposite materialInfrastructure Maintenance and MonitoringAsphalt Pavement Performance Evaluation
Improving asphalt mix design by predicting alligator cracking and longitudinal cracking based on machine learning and dimensionality reduction techniques | Litcius