Development of compressive strength prediction platform for concrete materials based on machine learning techniques
Kexin Liu, Lingyan Zhang, Weiguang Wang, Guozhi Zhang, Liuliu Xu, Dingqiang Fan, Rui Yu
Topics & Concepts
Hyperparameter optimizationSupport vector machineComputer scienceRandom forestExtreme learning machineCompressive strengthGradient boostingBoosting (machine learning)Machine learningArtificial intelligenceDecision treeLasso (programming language)Elastic net regularizationPredictive modellingGridAlgorithmFeature selectionMathematicsArtificial neural networkMaterials scienceGeometryWorld Wide WebComposite materialInfrastructure Maintenance and MonitoringInnovative concrete reinforcement materialsConcrete and Cement Materials Research