A novel strategy for fast liquefaction detection around marine pipelines: a finite element-machine learning approach

With the increasing global exploration of marine resources, ensuring the stability of submarine pipelines under adverse conditions—such as strong ocean waves and seismic events—remains a significant challenge. This study focuses on buried pipelines in seabed sediments, which are particularly vulnera...

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Bibliographic Details
Main Authors: Xing Du, Yongfu Sun, Yupeng Song, Wanqing Chi, Zongxiang Xiu, Xiaolong Zhao, Dong Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Marine Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2025.1518679/full
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