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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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M. Ekpenyong

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Open access Sep 2026

Predicting Bubble Point Pressure and Oil Formation Volume Factor by Explainable and Reproducible Support Vector Regression-Based Models from Multi-Regional PVT Data

Accurate estimation of reservoir pressure-volume-temperature (PVT) properties underpins reserves evaluation, reservoir simulation, production forecasting, and surface facility design. Bubble point pressure (Pbp) and oil formation volume factor (Bob) are especially critical because they control hydrocarbon phase behavio...

Anietie Okon, M. Ekpenyong, Kilaliba Tugwell et al. · 0 citations

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