ANFIS algorithm for mapping computational data of water reservoir homogenization with air bubble flows.

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第一作者： Lioua,Kolsi

第一单位： Department of Mechanical Engineering, College of Engineering, University of Ha'il, Ha'il City, 81451, Saudi Arabia.

作者： Lioua,Kolsi ^[1] ; Iman,Behroyan ^[2] ; Moustafa S,Darweesh ^[3] ; Badr M,Alshammari ^[4] ; T,Armaghani ^[5] ; Meisam,Babanezhad ^[6]

作者单位： Department of Mechanical Engineering, College of Engineering, University of Ha'il, Ha'il City, 81451, Saudi Arabia. ^[1] Faculty of Mechanical and Energy Engineering, Shahid Beheshti University, Tehran, Iran. ^[2] Civil Engineering Department, College of Engineering, Northern Border University, P.O. Box 1321, Arar, Saudi Arabia. ^[3] Department of Electrical Engineering, College of Engineering, University of Ha'il, Ha'il City, 81451, Saudi Arabia. ^[4] Department of Engineering, West Tehran Branch, Islamic Azad University, Tehran, Iran. ^[5] Department of Engineering, West Tehran Branch, Islamic Azad University, Tehran, Iran. meisam.babanezhad@gmail.com.;Department of Mechanical Engineering, National University of Skills (NUS), Tehran, Iran. meisam.babanezhad@gmail.com. ^[6]

关键词 ANFIS Artificial intelligence Bubble column reactor CFD

DOI 10.1038/s41598-025-88316-6

PMID 39939327

发布时间 2025-02-15

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