| Performance evaluation of boosting machine learning algorithms for lithofacies classification in heterogeneous carbonate reservoirs WJ Al-Mudhafar, MA Abbas, DA Wood Marine and Petroleum Geology 145, 105886, 2022 | 54 | 2022 |
| Clustering Analysis and Flow Zone Indicator for Electrofacies Characterization in the Upper Shale Member in Luhais Oil Field, Southern Iraq MA Abbas, EM Al Lawe Abu Dhabi International Petroleum Exhibition & Conference, 2019 | 25 | 2019 |
| Lithofacies classification of carbonate reservoirs using advanced machine learning: a case study from a Southern Iraqi oil field MA Abbas, WJ Al-Mudhafar Offshore Technology Conference, D012S059R012, 2021 | 15 | 2021 |
| Improving permeability prediction in carbonate reservoirs through gradient boosting hyperparameter tuning MA Abbas, WJ Al-Mudhafar, DA Wood Earth Science Informatics 16 (4), 3417-3432, 2023 | 12 | 2023 |
| K-Mean Clustering Analysis and Logistic Boosting Regression for Rock Facies Characterization and Classification in Zubair Reservoir in Luhais Oil Field, Southern Iraq A Albuslimi Iraqi Geological Journal 54, 2021 | 9 | 2021 |
| Integration of electromagnetic, resistivity-based and production logging data for validating lithofacies and permeability predictive models with tree ensemble algorithms in … WJ Al-Mudhafar, MA Abbas, DA Wood Petroleum Geoscience 30 (1), petgeo2023-067, 2024 | 2 | 2024 |
| Integrating petrophysical data into efficient iterative cluster analysis for electrofacies identification in clastic reservoirs MA Abbas, WJ Al-Mudhafar, A Anees, DA Wood Energy Geoscience 5 (4), 100341, 2024 | | 2024 |
| Developing a Novel Machine Learning-Based Petrophysical Rock Typing (PRT) Classification: Applied on Heterogenous Carbonate Reservoirs MA Abbas, WJ Al-Mudhafar, A Alsubaih, A Al-Maliki, A Al-Sukaini SPE Annual Technical Conference and Exhibition?, D021S018R002, 2024 | | 2024 |
Watheq J. Al-MudhafarPhD (Fulbright S&T Fellow), Senior Chief Engineer, Basrah Oil CompanyVerified email at utexas.edu