Mohammed A. Abbas

Performance evaluation of boosting machine learning algorithms for lithofacies classification in heterogeneous carbonate reservoirs

Watheq J. Al‐Mudhafar, Mohammed A. Abbas, David A. Wood · Marine and Petroleum Geology · 2022 · 77 citations

Computing, Computer Science, Geology +16

Improving permeability prediction in carbonate reservoirs through gradient boosting hyperparameter tuning

Mohammed A. Abbas, Watheq J. Al‐Mudhafar, David A. Wood · Earth Science Informatics · 2023 · 50 citations

Engineering, Earth Sciences, Petroleum Engineering +16

Fault Diagnosis in Wind Turbine Current Sensors: Detecting Single and Multiple Faults with the Extended Kalman Filter Bank Approach

Mohammed A. Abbas, Houcine Chafouk, Sid Ahmed El Mehdi Ardjoun · Sensors · 2024 · 23 citations · Full text

Engineering, Systems Engineering, Fault Tolerance +16

Clustering Analysis and Flow Zone Indicator for Electrofacies Characterization in the Upper Shale Member in Luhais Oil Field, Southern Iraq

Mohammed A. Abbas, Erfan M. Al Lawe · 2019 · 22 citations

Engineering, Earth Sciences, Petroleum Engineering +17

Machine learning with hyperparameter optimization applied in facies-supported permeability modeling in carbonate oil reservoirs

Watheq J. Al‐Mudhafar, Mohammed A. Abbas, David A. Wood · Scientific Reports · 2025 · 21 citations · Full text

Engineering, Computer Science, Petroleum Engineering +17