Advanced Machine Learning Techniques for Predicting Concrete Compressive Strength

Advanced Machine Learning Techniques for Predicting Concrete Compressive Strength

Accurate estimation of concrete compressive strength is very important for the improvement of mix design, quality assurance, and compliance with engineering specifications. Most empirical traditional models have failed to capture the complex relationships inherent within varied constituents of concr...

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Bibliographic Details
Main Authors: Mohammad Saleh Nikoopayan Tak, Yanxiao Feng, Mohamed Mahgoub
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Infrastructures
Subjects:
machine learning models
compressive strength prediction
feature importance analysis
SHAP values
mix design optimization
sustainable construction
Online Access:https://www.mdpi.com/2412-3811/10/2/26
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