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Hybrid deep learning approach for invasive identification of gas-liquid two-phase flow patterns in horizontal pipes.

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Title: Hybrid deep learning approach for invasive identification of gas-liquid two-phase flow patterns in horizontal pipes.
Authors: Wang, Lin1,2 (AUTHOR) lincw_wang@qq.com, Tan, Jianying1 (AUTHOR), Zhang, Yuqian3 (AUTHOR), Ma, Tingxia1,2 (AUTHOR), Cao, Yujiao1,4 (AUTHOR), Wang, Tengzan1 (AUTHOR), Guo, Junyu1,2 (AUTHOR), Xu, Zifei5 (AUTHOR) zifei.xu@liverpool.ac.uk
Source: Nondestructive Testing & Evaluation. Jun2026, Vol. 41 Issue 6, p3572-3604. 33p.
Database: Academic Search Ultimate
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An: 193980582
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  Data: Hybrid deep learning approach for invasive identification of gas-liquid two-phase flow patterns in horizontal pipes.
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  Data: <searchLink fieldCode="AR" term="%22Wang%2C+Lin%22">Wang, Lin</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> lincw_wang@qq.com</i><br /><searchLink fieldCode="AR" term="%22Tan%2C+Jianying%22">Tan, Jianying</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Yuqian%22">Zhang, Yuqian</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ma%2C+Tingxia%22">Ma, Tingxia</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cao%2C+Yujiao%22">Cao, Yujiao</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Tengzan%22">Wang, Tengzan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Guo%2C+Junyu%22">Guo, Junyu</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xu%2C+Zifei%22">Xu, Zifei</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> zifei.xu@liverpool.ac.uk</i>
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  Data: <searchLink fieldCode="JN" term="%22Nondestructive+Testing+%26+Evaluation%22">Nondestructive Testing & Evaluation</searchLink>. Jun2026, Vol. 41 Issue 6, p3572-3604. 33p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=193980582
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1080/10589759.2025.2530760
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      – Code: eng
        Text: English
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        PageCount: 33
        StartPage: 3572
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      – TitleFull: Hybrid deep learning approach for invasive identification of gas-liquid two-phase flow patterns in horizontal pipes.
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            NameFull: Wang, Lin
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            NameFull: Tan, Jianying
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            NameFull: Zhang, Yuqian
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            NameFull: Ma, Tingxia
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            NameFull: Cao, Yujiao
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            NameFull: Wang, Tengzan
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            NameFull: Guo, Junyu
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            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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              Value: 41
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            – TitleFull: Nondestructive Testing & Evaluation
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