Prediction of concrete compressive strength with GGBFS and fly ash using multilayer perceptron algorithm, random forest regression and k-nearest neighbor regression
Dalin Mohammad Ghunimat, Ahmed Essa Alzoubi, Abdelrahman Alzboon, Shadi Hanandeh
Topics & Concepts
Compressive strengthRandom forestk-nearest neighbors algorithmMultilayer perceptronArtificial neural networkPython (programming language)SuperplasticizerRegression analysisFly ashAggregate (composite)Linear regressionMathematicsMachine learningMaterials scienceStatisticsComputer scienceArtificial intelligenceComposite materialOperating systemInnovative concrete reinforcement materialsConcrete and Cement Materials ResearchInfrastructure Maintenance and Monitoring