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A high-precision in-situ monitoring system for laser directed energy deposition melt pool 3D morphology based on deep learning.

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Title: A high-precision in-situ monitoring system for laser directed energy deposition melt pool 3D morphology based on deep learning.
Authors: Li, Huaping1,2,3, Hu, Lin1,2,3, Ye, Jianhai1,2,3, Wei, Wei1,2,3, Gao, Xinyue1,2,3, Qian, Zhuang1,2,3, Long, Yu1,2,3, longyu@gxu.edu.cn
Source: Journal of Intelligent Manufacturing; Dec2025, Vol. 36 Issue 8, p5525-5544, 20p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 189056616
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: A high-precision in-situ monitoring system for laser directed energy deposition melt pool 3D morphology based on deep learning.
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RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1007/s10845-024-02526-9
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      – Code: eng
        Text: English
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        PageCount: 20
        StartPage: 5525
    Titles:
      – TitleFull: A high-precision in-situ monitoring system for laser directed energy deposition melt pool 3D morphology based on deep learning.
        Type: main
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            NameFull: Li, Huaping
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            NameFull: Hu, Lin
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            NameFull: Ye, Jianhai
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            NameFull: Wei, Wei
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            NameFull: Gao, Xinyue
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            NameFull: Qian, Zhuang
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          Dates:
            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
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              Value: 36
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            – TitleFull: Journal of Intelligent Manufacturing
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