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Identification of gas-liquid flow patterns in horizontal pipes using phase fraction-integrated physics-guided neural network

Yan Zhang; Jie Pan; Liangliang Wang; Wei Liu; Yeqi Cao; Ran Li; Wujie Wang; Feiyue Han
Ocean Engineering · Vol. 364 · pp. 127210 · 2026
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Bibliographic Information

JournalOcean Engineering
PublisherPergamon
Publication Date2026-08-01
Publication Year2026
Volume364
Pages127210
Document TypeJournal Article
eISSN0029-8018
DOI10.1016/j.oceaneng.2026.127210
SubjectEnvironmental Science

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NARA Access Coverage1968-07-01~Current
Journal Homepagehttps://www.sciencedirect.com/science/journal/00298018
Publisher PageOpen Publisher Page
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