Machine learning-based prediction of concrete strength properties with coconut shell as partial aggregate replacement: A sustainable approach in construction engineering
Rupesh Kumar Tipu, Rishabh Arora, Kaushal Kumar
Topics & Concepts
Random forestGradient boostingBoosting (machine learning)Support vector machineMachine learningRegressionRegression analysisComputer scienceArtificial neural networkAggregate (composite)Artificial intelligenceOverfittingFeature engineeringPredictive modellingData pre-processingPearson product-moment correlation coefficientStatisticsMathematicsDeep learningMaterials scienceComposite materialInnovative concrete reinforcement materialsInfrastructure Maintenance and MonitoringConstruction Engineering and Safety