1. Improving permeability prediction in carbonate reservoirs through gradient boosting hyperparameter tuning;Abbas;Earth Science Informatics,2023
2. Lithofacies classification and sequence stratigraphic description as a guide for the prediction and distribution of carbonate reservoir quality: a case study of the Upper Cretaceous Khasib Formation (East Baghdad Oilfield, Central Iraq);Abdel-Fattah;J. Petrol. Sci. Eng.,2022
3. Incorporation of Bootstrapping and Cross-Validation for Efficient Multivariate Facies and Petrophysical Modeling;Al-Mudhafar,2016
4. Integrating kernel support vector machines for efficient rock facies classification in the main pay of Zubair Formation in South Rumaila Oil Field, Iraq;Al-Mudhafar;Modeling Earth Systems and Environment,2017
5. Integrating machine learning and data analytics for geostatistical characterization of clastic reservoirs;Al-Mudhafar;J. Petrol. Sci. Eng.,2020