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Author

R. F. Oloruntola

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2 papers indexed here

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Open access Aug 2026

Physics-Informed Neural Networks for Sonic Log Synthesis and Petrophysical Prediction: A Leave-One-Well-Out Uncertainty Assessment

Missing logs in petrophysical analysis of Niger Delta Wells (especially Sonic DT logs) is a common problem and most of the time a regression fit or  a synthetic sonic  log is sometimes used to solve for this missing logs. When a sonic log is synthesized rather than measured, does the uncertainty of that synthesis actua...

O. O. Babalola, O. Ogunleye, R. Oloruntola et al. · 0 citations
Open access Aug 2026

Comparative Evaluation of Machine Learning Algorithms for Permeability Prediction from Wireline Well Log Data

Accurate permeability prediction from wireline well logs remain a persistent challenge in reservoir characterization, as conventional empirical correlations often fail to capture the heterogeneous nature of reservoirs, while core-derived permeability data are costly and rarely available across all wells. Machine learni...

O. O. Babalola, O. Ogunleye, Damilola Rukayat Adedokun et al. · 0 citations

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