Enhancing concrete strength for sustainability using a machine learning approach to improve mechanical performance

Enhancing concrete strength for sustainability using a machine learning approach to improve mechanical performance

Abstract The construction industry faces growing pressure to adopt sustainable practices due to the environmental burden of concrete waste and the overuse of natural resources. One promising solution is the use of recycled concrete aggregate (RCA) as a partial or full replacement for natural aggrega...

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Bibliographic Details
Main Authors: Amir Khan, Aneel Manan, Muhammad Umar, Mudassir Mehmood, Kennedy C. Onyelowe, Krishna Prakash Arunachalam
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Construction waste
Machine learning
Sustainability
Concrete performance
Validation
Online Access:https://doi.org/10.1038/s41598-025-02648-x
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