Petrological controls on the engineering properties of carbonate aggregates through a machine learning approach

Petrological controls on the engineering properties of carbonate aggregates through a machine learning approach

Abstract Rock aggregates have been extensively exploited in the construction sector, and the associated engineering features play a critical role in their application. The main aim of this research is to assess the impact of petrographic characteristics on the engineering properties of carbonate roc...

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Bibliographic Details
Main Authors: Javid Hussain, Tehseen Zafar, Xiaodong Fu, Nafees Ali, Jian Chen, Fabrizio Frontalini, Jabir Hussain, Xiao Lina, George Kontakiotis, Olga Koumoutsakou
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Construction projects
Gradient Boosting
Statistical analyses
Predictive accuracy
Salt Range
Online Access:https://doi.org/10.1038/s41598-024-83476-3
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https://doi.org/10.1038/s41598-024-83476-3

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