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Authors
Ashmawy, Ashraf M.
Abdel-Hameed, Reda
Alshammari, Odeh A. O.
Nessim, Maher I.
Hussein, Modather F.
Al-Gamal, Abdalrahman G.
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Funding
Funding for this research was provided by:
Egyptian Petroleum Research Institute
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Article History
Received: 12 May 2025
Accepted: 31 July 2025
First Online: 9 February 2026
Declarations
:
: The authors declare no competing interests.
