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Watheq J Al-Mudhafar
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Proceedings Papers

Tree-Based Ensemble Algorithms for Lithofacies Classification and Permeability Prediction in Heterogeneous Carbonate Reservoirs

Watheq J. Al-Mudhafar, David A. Wood
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31780-MS
DOI: https://doi.org/10.4043/31780-MS
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View Paper titled, Tree-Based Ensemble Algorithms for Lithofacies Classification and Permeability Prediction in Heterogeneous Carbonate Reservoirs
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Proceedings Papers

Development of A Multi-Completion-Gas and Downhole Water Sink-Assisted Gravity Drainage MC-GDWS-AGD Process to Enhance Oil Recovery and Reduce Water Cresting in Reservoirs With Strong Water Aquifers

Mohammad A. Al-Tammimi, Sadeq Y. Al-Maliki, Mustafa J. Alabody, Watheq J. Al-Mudhafar, David A. Wood, Andrew K. Wojtanowicz
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31846-MS
DOI: https://doi.org/10.4043/31846-MS
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View Paper titled, Development of A Multi-Completion-Gas and Downhole Water Sink-Assisted Gravity Drainage MC-GDWS-AGD Process to Enhance Oil Recovery and Reduce Water Cresting in Reservoirs With Strong Water Aquifers
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Proceedings Papers

Lithofacies Classification of Carbonate Reservoirs Using Advanced Machine Learning: A Case Study from a Southern Iraqi Oil Field

Mohammed A. Abbas, Watheq J. Al-Mudhafar
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31114-MS
DOI: https://doi.org/10.4043/31114-MS
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View Paper titled, Lithofacies Classification of Carbonate Reservoirs Using Advanced Machine Learning: A Case Study from a Southern Iraqi Oil Field
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Proceedings Papers

Integrating Electrofacies and Well Logging Data Into Regression and Machine Learning Approaches for Improved Permeability Estimation in a Carbonate Reservoir In a Giant Southern Iraqi Oil Field

Watheq J Al-Mudhafar
Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30763-MS
DOI: https://doi.org/10.4043/30763-MS
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View Paper titled, Integrating Electrofacies and Well Logging Data Into Regression and Machine Learning Approaches for Improved Permeability Estimation in a Carbonate Reservoir In a Giant Southern Iraqi Oil Field
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Proceedings Papers

Advanced Supervised Machine Learning Algorithms for Efficient Electrofacies Classification of a Carbonate Reservoir in a Giant Southern Iraqi Oil Field

Watheq J Al-Mudhafar
Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30906-MS
DOI: https://doi.org/10.4043/30906-MS
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View Paper titled, Advanced Supervised Machine Learning Algorithms for Efficient Electrofacies Classification of a Carbonate Reservoir in a Giant Southern Iraqi Oil Field
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Proceedings Papers

Clustering Analysis for Improved Characterization of Carbonate Reservoirs in a Southern Iraqi Oil Field

Watheq J Al-Mudhafar, Erfan M Al Lawe, Christine I. Noshi
Paper presented at the Offshore Technology Conference, May 6–9, 2019
Paper Number: OTC-29269-MS
DOI: https://doi.org/10.4043/29269-MS
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View Paper titled, Clustering Analysis for Improved Characterization of Carbonate Reservoirs in a Southern Iraqi Oil Field
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Proceedings Papers

How is Multiple-Point Geostatistics of Lithofacies Modeling Assisting for Fast History Matching? A Case Study from a Sand-Rich Fluvial Depositional Environment of Zubair Formation in South Rumaila Oil Field

Watheq J. Al-Mudhafar
Paper presented at the Offshore Technology Conference, April 30–May 3, 2018
Paper Number: OTC-28662-MS
DOI: https://doi.org/10.4043/28662-MS
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View Paper titled, How is Multiple-Point Geostatistics of Lithofacies Modeling Assisting for Fast History Matching? A Case Study from a Sand-Rich Fluvial Depositional Environment of Zubair Formation in South Rumaila Oil Field
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Proceedings Papers

Integrating Core Porosity and Well Logging Interpretations for Multivariate Permeability Modeling through Ordinary Kriging and Co-Kriging Algorithms

Watheq J. Al-Mudhafar
Paper presented at the Offshore Technology Conference, April 30–May 3, 2018
Paper Number: OTC-28764-MS
DOI: https://doi.org/10.4043/28764-MS
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View Paper titled, Integrating Core Porosity and Well Logging Interpretations for Multivariate Permeability Modeling through Ordinary Kriging and Co-Kriging Algorithms
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Proceedings Papers

Applied Geostatistical Reservoir Characterization in R: Review and Implementation of Permeability Estimation Modeling and Prediction Algorithms - Part II

Watheq J. Al-Mudhafar
Paper presented at the Offshore Technology Conference, May 2–5, 2016
Paper Number: OTC-26932-MS
DOI: https://doi.org/10.4043/26932-MS
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View Paper titled, Applied Geostatistical Reservoir Characterization in R: Review and Implementation of Permeability Estimation Modeling and Prediction Algorithms - Part II
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Proceedings Papers

Integrating Probabilistic Neural Networks and Generalized Boosted Regression Modeling for Lithofacies Classification and Formation Permeability Estimation

Watheq J. Al-Mudhafar, Ali K. Jaber, Ali Al-Mudhafar
Paper presented at the Offshore Technology Conference, May 2–5, 2016
Paper Number: OTC-27067-MS
DOI: https://doi.org/10.4043/27067-MS
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View Paper titled, Integrating Probabilistic Neural Networks and Generalized Boosted Regression Modeling for Lithofacies Classification and Formation Permeability Estimation
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Proceedings Papers

Multiple-Point Geostatistical Lithofacies Simulation of Fluvial Sand-Rich De-Positional Environment: A Case Study from Zubair Formation/South Rumaila Oil Field

Watheq J. Al-Mudhafar
Paper presented at the Offshore Technology Conference, May 2–5, 2016
Paper Number: OTC-27273-MS
DOI: https://doi.org/10.4043/27273-MS
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View Paper titled, Multiple-Point Geostatistical Lithofacies Simulation of Fluvial Sand-Rich De-Positional Environment: A Case Study from Zubair Formation/South Rumaila Oil Field
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Proceedings Papers

Applied Geostatistical Reservoir Characterization in R: Review and Implementation of Rock Facies Classification and Prediction Algorithms-Part I

Watheq J. Al-Mudhafar
Paper presented at the Offshore Technology Conference, May 2–5, 2016
Paper Number: OTC-26947-MS
DOI: https://doi.org/10.4043/26947-MS
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View Paper titled, Applied Geostatistical Reservoir Characterization in R: Review and Implementation of Rock Facies Classification and Prediction Algorithms-Part I
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Proceedings Papers

Integrating Component Analysis & Classification Techniques for Comparative Prediction of Continuous & Discrete Lithofacies Distributions

Watheq J. Al-Mudhafar
Paper presented at the Offshore Technology Conference, May 4–7, 2015
Paper Number: OTC-25806-MS
DOI: https://doi.org/10.4043/25806-MS
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View Paper titled, Integrating Component Analysis & Classification Techniques for Comparative Prediction of Continuous & Discrete Lithofacies Distributions
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