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Sustainable predictive model of concrete utilizing waste ingredient: Individual alogrithms with optimized ensemble approaches

Wei Zheng, Athar Zaman, Furqan Farooq, Fadi Althoey, Abdulaziz A. Al–Askar, Arslan Akbar

2023Materials Today Communications25 citationsDOI

Topics & Concepts

Silica fumeMean squared errorRandom forestArtificial neural networkCompressive strengthBoosting (machine learning)Coefficient of determinationEnsemble learningLinear regressionMaterials scienceMachine learningPredictive modellingStatisticsComputer scienceMathematicsComposite materialRecycled Aggregate Concrete PerformanceInnovative concrete reinforcement materialsConcrete and Cement Materials Research