A quantitative interpretation method of gas kick driven by physics-informed neural network.

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Title: A quantitative interpretation method of gas kick driven by physics-informed neural network.
Authors: Yang, Hong-Wei1, Wang, Biao1 wangbiao_cup@163.com, Li, Jun1,2,3, Zhang, Geng1, Liu, Gong-Hui1,3,4, Zhan, Jia-Hao1, Long, Zhen-Yu1, Wang, Chao5
Source: Petroleum Science (KeAi Communications Co.). May2026, Vol. 23 Issue 5, p2599-2621. 23p.
Database: Academic Search Ultimate
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An: 194406331
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  Data: <searchLink fieldCode="JN" term="%22Petroleum+Science+%28KeAi+Communications+Co%2E%29%22">Petroleum Science (KeAi Communications Co.)</searchLink>. May2026, Vol. 23 Issue 5, p2599-2621. 23p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194406331
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1016/j.petsci.2026.01.034
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      – Code: eng
        Text: English
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        PageCount: 23
        StartPage: 2599
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      – TitleFull: A quantitative interpretation method of gas kick driven by physics-informed neural network.
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            NameFull: Yang, Hong-Wei
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            NameFull: Wang, Biao
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            NameFull: Li, Jun
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            NameFull: Liu, Gong-Hui
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            NameFull: Zhan, Jia-Hao
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            NameFull: Long, Zhen-Yu
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            – D: 01
              M: 05
              Text: May2026
              Type: published
              Y: 2026
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            – TitleFull: Petroleum Science (KeAi Communications Co.)
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