Physics-informed graph neural network for predicting fluid flow in porous media.

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Title: Physics-informed graph neural network for predicting fluid flow in porous media.
Authors: Hai-Yang Chen1,2, Liang Xue1,2 xueliang@cup.edu.cn, Li Liu3, Gao-Feng Zou2,3, Jiang-Xia Han2, Yu-Bin Dong2, Meng-Ze Cong2, Yue-Tian Liu1,2, Hosseini-Nasab, Seyed Mojtaba4,5
Source: Petroleum Science (KeAi Communications Co.). Oct2025, Vol. 22 Issue 10, p4240-4253. 14p.
Database: Academic Search Ultimate
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  Data: <searchLink fieldCode="JN" term="%22Petroleum+Science+%28KeAi+Communications+Co%2E%29%22">Petroleum Science (KeAi Communications Co.)</searchLink>. Oct2025, Vol. 22 Issue 10, p4240-4253. 14p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189073727
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      – Type: doi
        Value: 10.1016/j.petsci.2025.06.007
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      – Code: eng
        Text: English
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      – TitleFull: Physics-informed graph neural network for predicting fluid flow in porous media.
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              Text: Oct2025
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