Multi-objective design method of concrete mix ratio based on machine learning: forward prediction and reverse design

Archives of Civil and Mechanical Engineering 2026

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Authors: Bin Yang, Yue Li, Hui Lin, Xiwang Chen, Kun Ni, Wei Li, Jiale Shen, Tao Liang
DOI: 10.1007/s43452-026-01434-4
Cited by: 17
References: 40

Fields of Study & Subjects

Innovative concrete reinforcement materials Concrete Properties and Behavior Infrastructure Maintenance and Monitoring

Publication details

Journal / source
Archives of Civil and Mechanical Engineering
Publisher
Springer Science and Business Media LLC
Volume
26
Issue
2
Publication date
2 February 2026
Language
EN