‪Mohammed Abbas‬ - ‪Google Scholar‬

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	All	Since 2019
Citations	71	69
h-index	4	4
i10-index	2	2

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20212022202320247 11 26 24

Co-authors

Erfan M Al laweWest Virginia UniversityVerified email at mix.wvu.edu

Mohammed Abbas

Mohammed Abbas

Basra Oil Company

Verified email at majnoon-ifms.com

petrophysical Evaluation reservoir characterization and modeling


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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	30	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	21	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	9	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	7	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	4	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		2024

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