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Scientific Reports|April 29, 2025
Machine learning model optimization for compressional sonic log prediction using well logs in Shahd SE field, Western Desert, EgyptKhaled Saleh, Walid M Mabrouk, Ahmed MetwallyScientific Reports|November 5, 2024
Delineation of the reservoir petrophysical parameters from well logs validated by the core samples case study Sitra field, Western Desert, EgyptHadeel Mohamed, Walid M Mabrouk, Ahmed MetwallyScientific Reports|December 26, 2025
Convolutional neural network approach for automated well zonation in the Lower Bahariya member north Western Desert EgyptKhaled Saleh, Walid M Mabrouk, Ahmed M MetwallyScientific Reports|July 19, 2026
Physics-informed multi-task learning for permeability prediction and probabilistic HFU modeling: a case study from the Lower Bahariya Reservoir, Shahd SE field EgyptKhaled Saleh, Walid M Mabrouk, Ahmed M MetwallyScientific Reports|July 24, 2025
Integrated geophysical assessment of the Abu Roash C member for hydrocarbon prospectivity in the Sitra Field Abu El Gharadig Basin, EgyptHadeel M Kamel, Walid M Mabrouk, Ahmed M MetwallyScientific Reports|June 27, 2025
3D structural modeling of lower cretaceous Alam El Bueib reservoir in Menes field, Shushan Basin, north Western Desert, EgyptHany Samy Ibrahim, Walid M Mabrouk, Ahmed M MetwallyScientific Reports|January 8, 2025
Pre-stack seismic inversion for reservoir characterization in Pleistocene to Pliocene channels, Baltim gas field, Nile Delta, EgyptAli S El-Sayed, Walid M Mabrouk, Ahmed M MetwallyScientific Reports|November 28, 2024
Utilizing post-stack seismic inversion for delineation of gas-bearing sand in a pleistocene reservoir, baltim gas field, nile delta, EgyptAli S El-Sayed, Walid M Mabrouk, Ahmed M MetwallyScientific Reports|May 25, 2026
Machine learning driven reservoir property modeling of the AEB-3E reservoir in the Berenice field EgyptAmr M Eid, Walid M Mabrouk, Mohammed Amer, et al.Scientific Reports|February 11, 2026
Integrating optimization and machine learning for estimating water resistivity and saturation in shaley sand reservoirsMuhammad A El Hameedy, Walid M Mabrouk, Ahmed M MetwallyPageof 2