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

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Kilaliba Tugwell

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2 papers indexed here

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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
Open access Sep 2026

Predicting Minimum Miscibility Pressures in CO2 and N2 Gas Injection Systems by Explainable and Interpretable Neural Network and Support Vector Regression Models

Accurate minimum miscibility pressure (MMP) estimation is essential for designing and screening miscible gas injection EOR projects, particularly CO2 and N2 flooding. Empirical correlations provide quick estimates but are often inaccurate due to limited calibration ranges, oversimplified compositions, and poor represen...

Ifiok Etim, Anietie Okon, Kilaliba Tugwell et al. · 0 citations

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