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Open Access

Peer-reviewed

Research Article

Automated cementing quality detection using a domain-specific, multi-scale convolutional neural network

Wenfa Yang,

Roles Conceptualization, Data curation, Investigation, Methodology, Resources, Validation, Writing – original draft

Affiliation Anton Petroleum Technology (Group) Co., Ltd., Beijing, China
⨯
Shaoliang Sun,

Roles Project administration, Resources, Software, Validation

Affiliation CNPC Great Wall Drilling Company, Beijing, China
⨯
Yu He,

Roles Formal analysis, Investigation, Methodology

Affiliation Institute of Geology, No. 3 Engineering Technology Research Institute of Southwest Oil & Gas Field Company, PetroChina, Deyang, China
⨯
Haoqiang Wu

Roles Visualization, Writing – review & editing

* E-mail: wuhaoqiang1998@163.com

Affiliation China University of Geosciences, Wuhan, China

https://orcid.org/0000-0002-3128-1824

⨯

Automated cementing quality detection using a domain-specific, multi-scale convolutional neural network

Wenfa Yang,
Shaoliang Sun,
Yu He,
Haoqiang Wu

x

Published: December 9, 2025
https://doi.org/10.1371/journal.pone.0337924

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