Incorporation of artificial neural network with principal component analysis and cross-validation technique to predict high-performance concrete compressive strength
Mohammed Majeed Hameed, Mohamed Khalid AlOmar, Wajdi Jaber Baniya, Mohammed Abdulhakim Alsaadi
Topics & Concepts
Compressive strengthArtificial neural networkMean squared errorPrincipal component analysisCorrelation coefficientCoefficient of determinationApproximation errorSuperplasticizerPerformance predictionPredictive modellingComputer scienceStructural engineeringMathematicsMaterials scienceStatisticsEngineeringMachine learningSimulationComposite materialConcrete and Cement Materials ResearchInnovative concrete reinforcement materialsInfrastructure Maintenance and Monitoring