Author

Salama A. Mostafa

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Open access Oct 2026

An innovative framework for student adaptability prediction using discriminant-based classification, feature selection, and sensitivity analysis

Accurately predicting student adaptability is essential for enhancing academic performance and personal development. The present study presents a classification-based approach utilizing Quadratic Discriminant Analysis (QDA), Extreme Gradient Boosting (XGBoost), and Linear Discriminant Analysis (LDA) to predict student...

Li-Jun Mao, K. Alkayid, H. S. Shreenidhi et al. · Scientific Reports · 0 citations

Open access Oct 2026

Evaluating Well Stimulation in Carbonates: Rapid Skin Factor Prediction Using Machine Learning

Accurate prediction of the poststimulation skin factor ( S ) is vital for optimizing productivity in carbonate reservoirs. Conventional approaches, such as well‐test analysis, are costly and time‐consuming, limiting their use for real‐time decision‐making. This study introduces a data‐driven framework that levera...

Seif Al Bustanji, Salama A. Mostafa, A. Prajapati et al. · Journal of Petroleum Geology · 0 citations