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Alaa Maarouf
Alaa Maarouf
Data Scientist | Machine Learning Researcher, Schlumberger
Verified email at slb.com
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Cited by
Year
EMA at SemEval-2018 task 1: Emotion mining for Arabic
G Badaro, O El Jundi, A Khaddaj, A Maarouf, R Kain, H Hajj, W El-Hajj
proceedings of The 12th international workshop on semantic evaluation, 236-244, 2018
442018
Machine learning assisted petrophysical logs quality control, editing and reconstruction
M Singh, G Makarychev, H Mustapha, D Voleti, R Akkurt, KA Daghar, ...
Abu Dhabi International Petroleum Exhibition and Conference, D021S054R001, 2020
152020
Chain-based machine learning for full PVT data prediction
K Ghorayeb, AA Mawlod, A Maarouf, Q Sami, N El Droubi, R Merrill, ...
Journal of Petroleum Science and Engineering 208, 109658, 2022
142022
The Intelligent Field Development Plan Through Integrated Cloud Computing and Artificial Intelligence AI Solutions
S Ramatullayev, S Su, C Rat, A Maarouf, M Mihai, H Mustapha, Y Djanuar, ...
Abu Dhabi International Petroleum Exhibition and Conference, D011S025R003, 2021
72021
Novel approach for automated pore network characterization and machine learning assisted capillary pressure modeling for an improved water saturation modelling in carbonate …
N Gerges, G Makarychev, LA Barillas, C Darous, A Maarouf, M Madhavan, ...
SPE Reservoir Characterisation and Simulation Conference and Exhibition, 2023
32023
Deep-Learning-Based Surrogate Reservoir Model for History-Matching Optimization
A Maarouf, S Tahir, S Su, S Ramatullayev, C Rat, C Kada Kloucha, ...
Abu Dhabi International Petroleum Exhibition and Conference, D021S070R002, 2022
32022
A Workflow to Analyze Vertical Formation Heterogeneity and Optimum Geological Grid Layering Using Petrophysical Logs
N Gerges, G Makarychev, A Maarouf, LA Barillas, M Madhavan, S Gore, ...
Abu Dhabi International Petroleum Exhibition and Conference, D042S196R002, 2022
22022
A Comparative Study for Deep-Learning-Based Methods for Automated Reservoir Simulation
A Maarouf, S Tahir, S Su, C Kada Kloucha, H Mustapha
SPE Reservoir Characterisation and Simulation Conference and Exhibition …, 2023
12023
Machine-Learning-Assisted Well-Log Data Quality Control and Preprocessing Lab
N Gerges, G Makarychev, LA Barillas, A Maarouf, M Madhavan, S Gore, ...
Abu Dhabi International Petroleum Exhibition and Conference, D011S009R002, 2022
12022
Intelligent Waterflood Optimization Advisory System–A Step Change Towards Digital Transformation
S Ramatullayev, MM Salim, M Ibrahim, H Mustapha, O El Jundi, ...
Abu Dhabi International Petroleum Exhibition and Conference, D022S170R002, 2021
12021
Optimized Distribution of an Accelerated Convolutional Neural Network across Multiple FPGAs
A Maarouf, N El Droubi, R Morcel, H Hajj, MAR Saghir, H Akkary
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
12020
AI-Assisted History Matching Application to a Large Onshore Carbonate Reservoir
N El Droubi, S Tahir, A Maarouf, SJ Su, O El Jundi, CK Kloucha, ...
Abu Dhabi International Petroleum Exhibition and Conference, D011S031R007, 2023
2023
Novel Approach for Machine Learning Assisted Carbonates Reservoirs Saturation Heigh Modeling and Automated Pore Network Characterization
N Gerges, LAB Cortez, M Madhavan, S Kuruba, L Almarzooqi, ...
SPWLA 64th Annual Logging Symposium, 2023
2023
Transfer Learning Approach to Developing Large Scale Lexicon for Resource Constrained Languages
A Maarouf
2021
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