Unboxing machine learning models for concrete strength prediction using XAI

Abstract Concrete is a cost-effective construction material widely used in various building infrastructure projects. High-performance concrete, characterized by strength and durability, is crucial for structures that must withstand heavy loads and extreme weather conditions. Accurate prediction of c...

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Bibliographic Details
Main Authors: Sara Elhishi, Asmaa Mohammed Elashry, Sara El-Metwally
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-47169-7