Self compacting concrete with recycled aggregate compressive strength prediction based on gradient boosting regression tree with Bayesian optimization hybrid model

Self compacting concrete with recycled aggregate compressive strength prediction based on gradient boosting regression tree with Bayesian optimization hybrid model

Abstract Self-compacting concrete (SCC) is a special type of concrete that is used in applications requiring high workability, such as in densely reinforced or complex formwork situations. The estimation of 28-day compressive strength for this type is usually made by costly and time-consuming labora...

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Bibliographic Details
Main Authors: Emad A. Abood, Zainab Abdulrdha Thoeny, Noralhuda M. Azize, Hamza Imran, Viroon Kamchoom, Kennedy C. Onyelowe, Krishna Prakash Arunachalam
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Self compating concrete
Recycled aggregate
Machine learning
Compressive strength 
Online Access:https://doi.org/10.1038/s41598-025-11161-0
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https://doi.org/10.1038/s41598-025-11161-0

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