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Authors
Ashraf, Mohamed
Abo-Amer, Aly E.
Ghazy, Mohamed
Labena, Ahmed
Abdel-Mawgood, Ahmed
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Funding
Funding for this research was provided by:
Egyptian Petroleum Research Institute
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More Information
Article History
Received: 8 October 2025
Accepted: 6 May 2026
First Online: 10 August 2026
Declarations
Ethics approval and consent to participate: Not applicable.
Consent for publication: Not Applicable.
Competing interests: The authors declare no competing interests.
