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A comparative study of ensemble machine learning models for compressive strength prediction in recycled aggregate concrete and parametric analysis

Pobithra Das, Abul Kashem, Jasim Uddin Rahat, Rezaul Karim

2024Multiscale and Multidisciplinary Modeling Experiments and Design12 citationsDOI

Topics & Concepts

Gradient boostingHyperparameterRandom forestBoosting (machine learning)Compressive strengthEnsemble learningParametric statisticsAggregate (composite)Machine learningEnsemble forecastingComputer scienceArtificial intelligenceEnvironmental scienceAlgorithmMathematicsMaterials scienceStatisticsComposite materialRecycled Aggregate Concrete PerformanceInnovative concrete reinforcement materialsInfrastructure Maintenance and Monitoring
A comparative study of ensemble machine learning models for compressive strength prediction in recycled aggregate concrete and parametric analysis | Litcius