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Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning

Yue Liu, Mingyang Xi, Bo Wang, Lixin Duan, Jianpeng Ding, Clare Wood Orcid Logo, Ning Chen, Yue Hou Orcid Logo

Journal of Materials in Civil Engineering, Volume: 38, Issue: 5

Swansea University Authors: Clare Wood Orcid Logo, Yue Hou Orcid Logo

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DOI (Published version): 10.1061/jmcee7.mteng-20711

Published in: Journal of Materials in Civil Engineering
ISSN: 0899-1561 1943-5533
Published: American Society of Civil Engineers (ASCE) 2026
Online Access: Check full text

URI: https://cronfa.swan.ac.uk/Record/cronfa71966
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last_indexed 2026-06-10T08:54:06Z
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spelling 2026-06-09T15:54:07.5170840 v2 71966 2026-05-21 Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning 97bede20cc14db118af8abfbb687e895 0000-0003-0001-0121 Clare Wood Clare Wood true false 92bf566c65343cb3ee04ad963eacf31b 0000-0002-4334-2620 Yue Hou Yue Hou true false 2026-05-21 ACEM Journal Article Journal of Materials in Civil Engineering 38 5 American Society of Civil Engineers (ASCE) 0899-1561 1943-5533 1 5 2026 2026-05-01 10.1061/jmcee7.mteng-20711 COLLEGE NANME Aerospace Civil Electrical and Mechanical Engineering COLLEGE CODE ACEM Swansea University Natural Science Foundation of Chongqing, China (cstb2022nscq-msx1606) and the National Natural Science Foundation of China (NSFC 52178097). 2026-06-09T15:54:07.5170840 2026-05-21T11:58:14.0009018 Faculty of Science and Engineering School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Civil Engineering Yue Liu 1 Mingyang Xi 2 Bo Wang 3 Lixin Duan 4 Jianpeng Ding 5 Clare Wood 0000-0003-0001-0121 6 Ning Chen 7 Yue Hou 0000-0002-4334-2620 8 71966__36805__53e79391ea674e479c476f0bf7740b83.pdf Experimental Identification and Grading of Corrosion Defects .pdf 2026-05-21T12:29:15.2362816 Output 2091351 application/pdf Accepted Manuscript true Author accepted manuscript document released under the terms of a Creative Commons CC-BY licence using the Swansea University Research Publications Policy (rights retention). true eng https://creativecommons.org/licenses/by/4.0/deed.en
title Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning
spellingShingle Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning
Clare Wood
Yue Hou
title_short Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning
title_full Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning
title_fullStr Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning
title_full_unstemmed Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning
title_sort Experimental Identification and Grading of Corrosion Defects in High-Tensile-Strength Steel Wires of Suspension Bridge Main Cables Based on Deep Learning
author_id_str_mv 97bede20cc14db118af8abfbb687e895
92bf566c65343cb3ee04ad963eacf31b
author_id_fullname_str_mv 97bede20cc14db118af8abfbb687e895_***_Clare Wood
92bf566c65343cb3ee04ad963eacf31b_***_Yue Hou
author Clare Wood
Yue Hou
author2 Yue Liu
Mingyang Xi
Bo Wang
Lixin Duan
Jianpeng Ding
Clare Wood
Ning Chen
Yue Hou
format Journal article
container_title Journal of Materials in Civil Engineering
container_volume 38
container_issue 5
publishDate 2026
institution Swansea University
issn 0899-1561
1943-5533
doi_str_mv 10.1061/jmcee7.mteng-20711
publisher American Society of Civil Engineers (ASCE)
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Civil Engineering{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Civil Engineering
document_store_str 1
active_str 0
published_date 2026-05-01T14:21:21Z
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score 11.108671

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