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Accurate prediction of density, viscosity, and speed of sound in aqueous aliphatic biogenic polyamine solutions using data-driven modeling.

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第一作者: Suleiman Ibrahim,Mohammad
第一单位: Electronic Marketing and Social Media, Economic and Administrative Sciences, Zarqa University, Zarqa, Jordan.;Research follower, INTI International University, Negeri Sembilan, 71800, Malaysia.
作者单位: Electronic Marketing and Social Media, Economic and Administrative Sciences, Zarqa University, Zarqa, Jordan.;Research follower, INTI International University, Negeri Sembilan, 71800, Malaysia. [1] Medical Engineering Department, Faculty of Engineering, Al-Ahliyya Amman University, Amman, 19328, Jordan. [2] Faculty of Business and Communications, INTI International University, Negeri Sembilan, Nilai, 71800, Malaysia.;Shinawatra University, 99 Moo 10, Bangtoey, Samkhok, 12160, Pathum Thani, Thailand. [3] Department of Chemistry and Biochemistry, School of Sciences, JAIN (Deemed to be University), Bangalore, Karnataka, India. [4] College of pharmacy, the Islamic University, Najaf, Iraq.;Department of medical analysis, Medical laboratory technique college, Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq. [5] Department of Biochemistry, IMS and SUM Hospital, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, 751003, Odisha, India. [6] Department of Chemistry, Graphic Era Hill University, Dehradun, India.;Centre for Promotion of Research, Graphic Era Deemed to be University, Dehradun,, 248002, Uttarakhand, India. [7] School of Applied and Life Sciences, Division of Research and Innovation, Uttaranchal University Dehradun, Dehradun,, Uttarakhand, India. [8] Sharda School of Engineering and Sciences, Sharda University, Greater Noida, UP, India. [9] Faculty of Engineering, Balkh University, Balkh, Afghanistan. abumalekahmad40@gmail.com. [10]
DOI 10.1038/s41598-025-34948-7
PMID 41507376
发布时间 2026-02-06
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