Get started
Author

Watheq J. Al‐Mudhafar

Observed names: Al-Mudhafar, Watheq J., Al-Mudhafar, Watheq Jasim Mohammed, W. Al-Mudhafar, W. J. Al-Mudhafar, W. J. Al-Mudhafer, W.J. Al-Mudhafar, W.J.M. Al-Mudhafar, Watheq Al-Mudhafar, Watheq Al-mudhafar, Watheq Al‐Mudhafar, Watheq J Al-Mudhafar, Watheq J. Al Mudhafar, Watheq J. Al-Mudhafar, Wathiq J. Al-Mudhafer
ORCID: 0000-0002-5327-8300
Observed ORCID: 0000-0002-5327-8300
OpenAlex ID: A5027047123
Integrating well log interpretations for lithofacies classification and permeability modeling through advanced machine learning algorithms
2017 · Watheq J. Al-Mudhafar · Journal of Petroleum Exploration and Production Technology · 211
PDF
Knowledge-based machine learning techniques for accurate prediction of CO2 storage performance in underground saline aquifers
2022 · Hung Vo Thanh, Qamar Yasin, et al. · Applied Energy · 170
Performance evaluation of boosting machine learning algorithms for lithofacies classification in heterogeneous carbonate reservoirs
2022 · Watheq J. Al-Mudhafar, Mohammed A. Abbas, et al. · Marine and Petroleum Geology · 87
Improving predictions of shale wettability using advanced machine learning techniques and nature-inspired methods: Implications for carbon capture utilization and storage
2023 · Hemeng Zhang, Hung Vo Thanh, et al. · The Science of The Total Environment · 83
Incorporation of Bootstrapping and Cross-Validation for Efficient Multivariate Facies and Petrophysical Modeling
2016 · Watheq J. Al-Mudhafar · SPE Low Permeability Reservoirs Symposium · 82
Integrating machine learning and data analytics for geostatistical characterization of clastic reservoirs
2020 · Watheq J. Al-Mudhafar · Journal of Petroleum Science and Engineering · 68
Integrating lithofacies and well logging data into smooth generalized additive model for improved permeability estimation: Zubair formation, South Rumaila oil field
2018 · Watheq J Al-Mudhafar · Marine Geophysical Research · 63
Improving permeability prediction in carbonate reservoirs through gradient boosting hyperparameter tuning
2023 · Mohammed A. Abbas, Watheq J. Al-Mudhafar, et al. · Earth Science Informatics · 54
Bayesian and LASSO Regressions for Comparative Permeability Modeling of Sandstone Reservoirs
2018 · Watheq J. Al-Mudhafar · Natural Resources Research · 54
Key aspects of underground hydrogen storage in depleted hydrocarbon reservoirs and saline aquifers: A review and understanding
2024 · Rawaa A. Sadkhan, Watheq J. Al-Mudhafar · Energy Geoscience · 52
Clustering Analysis for Improved Characterization of Carbonate Reservoirs in a Southern Iraqi Oil Field
2019 · Watheq J Al-Mudhafar, Erfan M Al Lawe, et al. · Offshore Technology Conference · 47
Experimental evaluation of Carbon Dioxide-Assisted Gravity Drainage process (CO2-AGD) to improve oil recovery in reservoirs with strong water drive
2022 · Dahlia A. Al-Obaidi, Watheq J. Al-Mudhafar, et al. · Fuel · 46
Polynomial and nonparametric regressions for efficient predictive proxy metamodeling: Application through the CO2-EOR in shale oil reservoirs
2019 · Watheq J. Al-Mudhafar · Journal of Natural Gas Science and Engineering · 46
Rapid evaluation and optimization of carbon dioxide‐enhanced oil recovery using reduced‐physics proxy models
2022 · Watheq J. Al‐Mudhafar, Dandina N. Rao, et al. · Energy Science & Engineering · 45
PDF
Tree-Based Ensemble Algorithms for Lithofacies Classification and Permeability Prediction in Heterogeneous Carbonate Reservoirs
2022 · Watheq J. Al-Mudhafar, David A. Wood · Offshore Technology Conference · 45
Reservoir sensitivity analysis for heterogeneity and anisotropy effects quantification through the cyclic CO2-Assisted Gravity Drainage EOR process – A case study from South Rumaila oil field
2018 · Watheq J. Al-Mudhafar, Dandina N. Rao, et al. · Fuel · 43
Integrating kernel support vector machines for efficient rock facies classification in the main pay of Zubair formation in South Rumaila oil field, Iraq
2017 · Watheq J. Al-Mudhafar · Modeling Earth Systems and Environment · 43
From Coreflooding and Scaled Physical Model Experiments to Field-Scale Enhanced Oil Recovery Evaluations: Comprehensive Review of the Gas-Assisted Gravity Drainage Process
2018 · Watheq J. Al-Mudhafar · Energy & Fuels · 41
Integrating K-means Clustering Analysis and Generalized Additive Model for Efficient Reservoir Characterization
2015 · W.J.M. Al-Mudhafar, M.A. Bondarenko · Proceedings · 41
Integrating Bayesian Model Averaging for Uncertainty Reduction in Permeability Modeling
2015 · Watheq Al-Mudhafar · Offshore Technology Conference · 41
Bayesian kriging for reproducing reservoir heterogeneity in a tidal depositional environment of a sandstone formation
2018 · Watheq J. Al-Mudhafar · Journal of Applied Geophysics · 37
Robust Optimization of Cyclic CO2 flooding through the Gas-Assisted Gravity Drainage process under geological uncertainties
2018 · Watheq J. Al-Mudhafar, Dandina N. Rao, et al. · Journal of Petroleum Science and Engineering · 37
Multiple–Point Geostatistical Lithofacies Simulation of Fluvial Sand–Rich Depositional Environment: A Case Study From Zubair Formation/South Rumaila Oil Field
2017 · Watheq J. Al-Mudhafar · SPE Reservoir Evaluation & Engineering · 36
Geostatistical Classification of Lithology Using Partitioning Algorithms on Well Log Data - A Case Study in Forest Hill Oil Field, East Texas Basin
2017 · E.B. McCreery, W.J. Al-Mudhafar · Proceedings · 34
Lessons Learned from the Field-Scale Simulation of the Gas-Assisted Gravity Drainage GAGD Process in Heterogeneous Sandstone Oil Reservoirs
2017 · Watheq J. Al-Mudhafar, Dandina Rao · SPE Western Regional Meeting · 33
Works count: 172
Citation count: 2,342
H-index: 28
I10-index: 59
Year
Topic
Type