Improving asphalt mix design considering international roughness index of asphalt pavement predicted using autoencoders and machine learning
Jian Liu, Fangyu Liu, Chuanfeng Zheng, Ebenezer O. Fanijo, Linbing Wang
Topics & Concepts
International Roughness IndexAsphaltSupport vector machineArtificial neural networkMachine learningComputer scienceRandom forestDimensionality reductionMean squared errorArtificial intelligenceEngineeringMathematicsStatisticsSurface finishMaterials scienceComposite materialMechanical engineeringInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationSmart Materials for Construction