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Ultrasonic upgrading of east Baghdad heavy crude: explainable ANN prediction of viscosity reduction across additive systems

Published Online: 2026-06-03

Published Print: 2026-06

Authors

Khamees, Luay Ahmed https://orcid.org/0000-0002-1524-9533
Abdul-Majeed, Ghassan H. https://orcid.org/0000-0002-6398-6968
Alhaleem, Ayad A. https://orcid.org/0000-0003-3560-9337
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Text and Data Mining valid from 2026-06-01

Version of Record valid from 2026-06-01
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Article History

Received: 17 January 2026

Accepted: 11 May 2026

First Online: 3 June 2026

Declarations

:

: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

: The authors utilized the ChatGPT tool to enhance the language and readability of the manuscript.

: ‘ Not Applicable’.

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