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Open Access

Peer-reviewed

Research Article

A dynamic early-warning method for bridge structural safety based on data reconstruction and depth prediction

Yanqing Men,

Roles Conceptualization, Writing – original draft, Writing – review & editing

Affiliation Jinan Rail Transit Grp Co Ltd, Jinan, China
⨯
Hu Li,

Roles Funding acquisition, Methodology

Affiliations Jinan Rail Transit Grp Co Ltd, Jinan, China, Shandong Hi-speed Group Co Ltd, Jinan, China
⨯
Fengzhou Liu,

Roles Validation

Affiliation Jinan Rail Transit Grp Co Ltd, Jinan, China
⨯
Yongliang Huang,

Roles Validation

Affiliations Jinan Rail Transit Grp Co Ltd, Jinan, China, School of Oilu Transportation, Shandong University, Jinan, China
⨯
Mingxin Gao,

Roles Writing – review & editing, Validation

Affiliations Jinan Rail Transit Grp Co Ltd, Jinan, China, School of Transportation Science and Engineering, Harbin Institute of Technology, Harbin, China
⨯
Xiaohui Wang,

Roles Validation

Affiliation
⨯
Hao Xie,

Roles Validation

Affiliations Jinan Rail Transit Grp Co Ltd, Jinan, China, Jinan Rail Transit Urban Construction Segment Manufacturing Co Ltd, Jinan, China
⨯
Jianxin Cao

Roles Methodology, Writing – original draft, Conceptualization

* E-mail: cjxxqy2016@163.com

Affiliations Jinan Rail Transit Grp Co Ltd, Jinan, China, School of Transportation Science and Engineering, Harbin Institute of Technology, Harbin, China

https://orcid.org/0000-0003-2710-0012

⨯

A dynamic early-warning method for bridge structural safety based on data reconstruction and depth prediction

Yanqing Men,
Hu Li,
Fengzhou Liu,
Yongliang Huang,
Mingxin Gao,
Xiaohui Wang,
Hao Xie,
Jianxin Cao

x

Published: June 3, 2025
https://doi.org/10.1371/journal.pone.0324816

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