Comprehensive Machine Learning-Based Model for Predicting Compressive Strength of Ready-Mix Concrete

Comprehensive Machine Learning-Based Model for Predicting Compressive Strength of Ready-Mix Concrete

Considering that compressive strength (CS) is an important mechanical property parameter in many design codes, in order to ensure structural safety, concrete CS needs to be tested before application. However, conducting CS tests with multiple influencing variables is costly and time-consuming. To ad...

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Bibliographic Details
Main Authors: Jiajia Xu, Li Zhou, Ge He, Xu Ji, Yiyang Dai, Yagu Dang
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Materials
Subjects:
ready-mix concrete
compressive strength
random forest
feature selection
genetic algorithm
Online Access:https://www.mdpi.com/1996-1944/14/5/1068

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https://www.mdpi.com/1996-1944/14/5/1068

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