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A. W. Ishaya

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Conference Aug 2026

Prediction of Porosity and Permeability from Well-Logs Using Genetic Algorithm-Optimised Neural Networks

Accurate estimation of porosity and permeability from well-log data is essential for reliable reservoir characterization, yet the use of high-dimensional input features often increases model complexity and the risk of overfitting, particularly in data-limited settings. This study investigates the integration of a gen...

S. F. Umar, I. Ayuba, A. W. Ishaya · 0 citations

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