Explainable Artificial Intelligence for predicting the compressive strength of soil and ground granulated blast furnace slag mixtures

Weak soil causes significant challenges during infrastructure development, necessitating soil stabilization to enhance its engineering properties. The pozzolanic properties of Ground Granulated Blast Furnace Slag (GGBS) have led to its widespread use as an effective stabilizer in soil improvement. T...

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Bibliographic Details

Published in:	Results in Engineering
Main Authors:	Ahmed Mohammed Awad Mohammed, Omayma Husain, Muyideen Abdulkareem, Nor Zurairahetty Mohd Yunus, Nadiah Jamaludin, Elamin Mutaz, Hashim Elshafie, Mosab Hamdan
Format:	Article
Language:	English
Published:	Elsevier 2025-03-01
Subjects:	Machine Learning Ground granulated blast slag Unconfined compressive strength SHAP analysis Xtreme Gradient Boosting
Online Access:	http://www.sciencedirect.com/science/article/pii/S2590123024018802