Omar Mahmoud

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...