| Use of machine learning and data analytics to detect downhole abnormalities while drilling horizontal wells, with real case study A Alsaihati, S Elkatatny, AA Mahmoud, A Abdulraheem Journal of Energy Resources Technology 143 (4), 2021 | 72 | 2021 |
| Rock strength prediction in real-time while drilling employing random forest and functional network techniques H Gamal, A Alsaihati, S Elkatatny, S Haidary, A Abdulraheem Journal of Energy Resources Technology 143 (9), 2021 | 61 | 2021 |
| Rate of penetration prediction while drilling vertical complex lithology using an ensemble learning model A Alsaihati, S Elkatatny, H Gamal Journal of Petroleum Science and Engineering 208, 109335, 2022 | 47 | 2022 |
| Reserves estimation for coalbed methane reservoirs: A review A Altowilib, A AlSaihati, H Alhamood, S Alafnan, S Alarifi Sustainability 12 (24), 10621, 2020 | 46 | 2020 |
| Intelligent prediction for rock porosity while drilling complex lithology in real time H Gamal, S Elkatatny, A Alsaihati, A Abdulraheem Computational Intelligence and Neuroscience 2021, 2021 | 38 | 2021 |
| Predicting the rock sonic logs while drilling by random forest and decision tree-based algorithms H Gamal, A Alsaihati, S Elkatatny Journal of Energy Resources Technology 144 (4), 2022 | 32 | 2022 |
| An overview of the common water-based formulations used for drilling onshore gas wells in the Middle East A Ahmed, A Alsaihati, S Elkatatny Arabian Journal for Science and Engineering 46 (7), 6867-6877, 2021 | 27 | 2021 |
| Real-time prediction of equivalent circulation density for horizontal wells using intelligent machines A Alsaihati, S Elkatatny, A Abdulraheem ACS omega 6 (1), 934-942, 2020 | 21 | 2020 |
| Estimating the Total Organic Carbon for Unconventional Shale Resources During the Drilling Process: A Machine Learning Approach AA Mahmoud, H Gamal, S Elkatatny, A Alsaihati Journal of Energy Resources Technology 144 (4), 2022 | 19 | 2022 |
| Applications of artificial intelligence for static Poisson’s ratio prediction while drilling A Ahmed, S Elkatatny, A Alsaihati Computational Intelligence and Neuroscience 2021, 2021 | 17 | 2021 |
| Application of Machine Learning Methods in Modeling the Loss of Circulation Rate while Drilling Operation A Alsaihati, M Abughaban, S Elkatatny, DA Shehri ACS Omega, 2022 | 14 | 2022 |
| Artificial Neural Network Model for Predicting the Equivalent Circulating Density from Drilling Parameters H Gamal, A Abdelaal, A Alsaihati, S Elkatatny, A Abdulraheem 55th US Rock Mechanics/Geomechanics Symposium, 2021 | 10 | 2021 |
| Early Anomaly Detection Model Using Random Forest while Drilling Horizontal Wells with a Real Case Study A AlSaihati, S Elkatatny, A Mahmoud, A Abdulraheem SPE/IADC Middle East Drilling Technology Conference and Exhibition, 2021 | 10 | 2021 |
| Sonic Logs Prediction in Real Time by Using Random Forest Technique H Gamal, A Alsaihati, S Elkatatny, A Abdulraheem ARMA/DGS/SEG 2nd International Geomechanics Symposium, 2021 | 9 | 2021 |
| Detection of Loss Zones While Drilling Using Different Machine Learning Techniques A Alsaihati, M Abughaban, S Elkatatny, A Abdulraheem Journal of Energy Resources Technology 144 (4), 2022 | 8 | 2022 |
| Determining Severity of Lateral and Torsional Downhole Vibrations While Drilling Surface Holes Using Three Machine Learning Techniques A Alsaihati, B Alotaibi SPE Journal, 1-11, 2022 | 8 | 2022 |
| A Statistical Machine Learning Model to Predict Equivalent Circulation Density ECD while Drilling, Based on Principal Components Analysis PCA A AlSaihati, S Elkatatny, H Gamal, A Abdulraheem SPE/IADC Middle East Drilling Technology Conference and Exhibition, 2021 | 7 | 2021 |
| Ensemble Machine Learning Model for Predicting Rock Drillability Rate for Composite Lithology H Gamal, A Alsaihati, W Ziadat, A Abdulhamid Mahmoud, S Elkatatny ADIPEC, 2022 | 6 | 2022 |
| Real-Time Prediction of Acoustic Velocities While Drilling Vertical Complex Lithology Using AI Technique A Alsaihati, S Elkatatny Petrophysics-The SPWLA Journal of Formation Evaluation and Reservoir …, 2021 | 6 | 2021 |
| Improving Rate of Penetration in High Pressure High Temperature Gas Wells by Utilization of Managed Pressure Drilling and Artificial Intelligence A Ghamdi, A Saihati, M Abdelrahman, M Omar, A Abdulraheem SPE/IADC Middle East Drilling Technology Conference and Exhibition, 2021 | 5 | 2021 |