1 May 2026Open access
A hybrid simulation-machine learning proxy model for waterflood design optimization in the Bahariya FormationPublisher siteScientific Reports, Reservoir Engineering and Simulation Methods
UniversitiesRamy Gad
Active, last published 2026
In reservoir engineering and simulation methods
Ramy
Gad
Scholar“Research focused on Reservoir Engineering and Simulation Methods and adjacent fields.”
Suez University
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01 · About the work
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amy Gad is a researcher working on Reservoir Engineering and Simulation Methods. A fuller summary will appear once they update their profile.
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Ramy's work has been cited 0 times across 1 active year. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
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Reservoir Engineering and Simulation Methods×4Hydraulic Fracturing and Reservoir Analysis×3Enhanced Oil Recovery Techniques×2
04 · Where I am
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Affiliation on published researchSuez UniversityDrawn from the institution listed on this researcher’s published work.
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