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Paper Publications
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AZMA ALIASGHAR.Liu YaKun,Zhang, D.;,Borthwick, A,Afaridegan Ehsan.Comparative assessment of white-box and black-box machine learning models for predicting free-falling jet scour depth[J],ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS,2026,20(1)
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AZMA ALIASGHAR.Liu YaKun.Enhancing CFD computational efficiency using hybrid data-driven and physics-based modeling, Case Studies in Thermal Engineering, 2026, 78, 107641.
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AZMA ALIASGHAR.Liu YaKun,Rezania S.Hybrid WPD–SSA machine learning transformer for modeling nonlinear dynamics of flow systems, Journal of Water Process Engineering, 2026, 82, 109448.
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AZMA ALIASGHAR.Liu YaKun,Alemu Eden Tatek.Machine learning modelling of a nonlinear environmental index with sensitivity analysis for groundwater assessment.[J],Scientific reports,2026
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AZMA ALIASGHAR.Borthwick, Alistair G. L.,Ahmadian, Reza.Liu YaKun,Zhang Di.Modeling the discharge coefficient of labyrinth sluice gates using hybrid support vector regression and metaheuristic algorithms[J],PHYSICS OF FLUIDS,2025,37(4)
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AZMA ALIASGHAR.Liu YaKun.Zhang Di,Eftekhari, Mobin.Comparison of hybrid deep learning models for estimation of the time-dependent scour depth downstream of river training structures[J],PHYSICS OF FLUIDS,2024,36(10)
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AZMA ALIASGHAR.Tavakol Sadrabadi Mohammad,Liu Yakun,Azma Masoumeh,Zhang Di,Cao Ze,Li Zhuoyue.Boosting ensembles for estimation of discharge coefficient and through flow discharge in broad-crested gabion weirs[J],APPLIED WATER SCIENCE,2023,13(2)
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AZMA ALIASGHAR.Azma Masoumeh,Rezania Shahabaldin.Liu Yakun,Saadat Mohsen,Zhang Di,Cho Jinwoo.Hybrid machine learning models for prediction of daily dissolved oxygen[J],JOURNAL OF WATER PROCESS ENGINEERING,2023,54
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AZMA ALIASGHAR.Afaridegan, Ehsan.Liu YaKun,Borthwick, Alistair G. L.,Zhang, Di.Assessment of Data-Driven Models for Modeling the Coefficient of Pressure Fluctuations in a Hydraulic Jump[J],INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS,2026,19(1)
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AZMA ALIASGHAR.Babanezhad Meisam.Behroyan Iman,Liu Yakun.Fuzzy-based bee algorithm for machine learning and pattern recognition of computational data of nanofluid heat transfer[J],NEURAL COMPUTING & APPLICATIONS,2023,35(27):20087-20101
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