Research on 3D printing concrete mechanical properties prediction model based on machine learning

Research on 3D printing concrete mechanical properties prediction model based on machine learning

This study proposes an effective machine learning-based prediction method to satisfy the urgent requirement to anticipate the mechanical properties of 3D-printed concrete. The goal is to support the accurate use of 3D printing technology in the building sector. We have successfully created machine l...

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Bibliographic Details
Main Authors: Yonghong Zhang, Suping Cui, Bohao Yang, Xinxin Wang, Tao Liu
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Case Studies in Construction Materials
Subjects:
3D printing concrete
Machine learning
Mechanical properties prediction
Random forest model
Data preprocessing
Online Access:http://www.sciencedirect.com/science/article/pii/S2214509525000531
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