Comparative Analysis of Gradient-Boosting Ensembles for Estimation of Compressive Strength of Quaternary Blend Concrete

Comparative Analysis of Gradient-Boosting Ensembles for Estimation of Compressive Strength of Quaternary Blend Concrete

Abstract Concrete compressive strength is usually determined 28 days after casting via crushing of samples. However, the design strength may not be achieved after this time-consuming and tedious process. While the use of machine learning (ML) and other computational intelligence methods have become...

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Bibliographic Details
Main Authors: Ismail B. Mustapha, Muyideen Abdulkareem, Taha M. Jassam, Ali H. AlAteah, Khaled A. Alawi Al-Sodani, Mohammed M. H. Al-Tholaia, Hatem Nabus, Sophia C. Alih, Zainab Abdulkareem, Abideen Ganiyu
Format: Article
Language:English
Published: SpringerOpen 2024-04-01
Series:International Journal of Concrete Structures and Materials
Subjects:
Compressive strength
Quaternary blend concrete
Gradient-boosting algorithms
Ensemble machine learning
Online Access:https://doi.org/10.1186/s40069-023-00653-w

Internet

https://doi.org/10.1186/s40069-023-00653-w

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