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Youssef E. Kandiel

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Open access Oct 2026

Machine learning-based interfacial tension prediction for nanoparticles-assisted enhanced oil recovery

Accurate interfacial tension (IFT) prediction is crucial for optimizing enhanced oil recovery (EOR), as traditional measurement methods are time-consuming, costly, and often impractical under reservoir conditions. This study presents a novel machine learning (ML) framework for robust IFT prediction. A comprehensive dat...

Youssef E. Kandiel, Omar Mahmoud, A. Ibrahim · 0 citations

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