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Machine-Learning-Based Development of Regional PVT Correlations for Bubble-Point Pressure and Solution Gas-Oil Ratio for Western Kazakhstan Oilfields.

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Title: Machine-Learning-Based Development of Regional PVT Correlations for Bubble-Point Pressure and Solution Gas-Oil Ratio for Western Kazakhstan Oilfields.
Authors: Sarsenova, Adel1, a.sarsenova@kbtu.kz, Kumarkhan, Mariam1, kumarhanmariam@gmail.com, Ismailov, Abdulakhat1, a.ismailov@kbtu.kz
Source: Engineering, Technology & Applied Science Research; Jun2026, Vol. 16 Issue 3, p34830-34837, 8p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
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PubType: Academic Journal
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  Data: Machine-Learning-Based Development of Regional PVT Correlations for Bubble-Point Pressure and Solution Gas-Oil Ratio for Western Kazakhstan Oilfields.
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      – Type: doi
        Value: 10.48084/etasr.17205
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      – Code: eng
        Text: English
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        PageCount: 8
        StartPage: 34830
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      – TitleFull: Machine-Learning-Based Development of Regional PVT Correlations for Bubble-Point Pressure and Solution Gas-Oil Ratio for Western Kazakhstan Oilfields.
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            NameFull: Sarsenova, Adel
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            NameFull: Kumarkhan, Mariam
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              Text: Jun2026
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              Y: 2026
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