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Scientific Research
Research Field
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My research interest is in Hydraulic Engineering, fluid dynamics, scouring, sediment transport, and machine learning. I have a comprehensive background in T-shape confluences and open channel junctions, especially in rectangular and trapezoidal channels, and scouring at rivers, watersheds, and underground hydraulics. Moreover, I am enthusiastic about understanding the flow characteristics around tandem bridge piers, such as vortex shedding, wake formation, and pressure distribution by using CFD simulations to study complex flow phenomena such as turbulence, separation, and reattachment that occur when water flows around two or more bridge piers placed in tandem. Another important research field in which we got valuable results is utilizing Machine learning models (e.g., regression, deep learning, or ensemble methods) for training to predict key flow parameters (e.g., velocity profiles, vortex shedding frequencies) based on input parameters such as pier spacing, flow velocity, and Reynolds number.
Paper Publication...
more+- [1] AZMAALIASGHAR, Eftekhari, Mobin, Di Zhang, liuyakun.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)
- [2] AZMAALIASGHAR, Liu Yakun, Saadat Mohsen, Zhang Di, Cho Jinwoo, Azma Masoumeh, Rezania Shahabaldin.Hybrid machine learning models for prediction of daily dissolved oxygen[J],JOURNAL OF WATER PROCESS ENGINEERING,2023,54
- [3] AZMAALIASGHAR, 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)
- [4] AZMAALIASGHAR, Behroyan Iman, Liu Yakun, Babanezhad Meisam.Fuzzy-based bee algorithm for machine learning and pattern recognition of computational data of nanofluid heat transfer[J],Neural Computing and Applications,2023,35(27):20087-20101
- [5] AZMAALIASGHAR, Kiyanfar Ramin, Zhang, Di, Cao Ze, Li Zhuoyue, Liu Yakun, Azma, Masoumeh.ML and CFD Simulation of Flow Structure around Tandem Bridge Piers in Pressurized Flow[J],Computers, Materials and Continua,2023,75(1):1711-1733
Patents
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Published Books
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Research Projects
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鱼道内复杂流态中鱼类游泳行为、上溯克流能力、生理响应特征之间的耦合机制研究, 2024-08-23, 在研
Overall hydraulic model test of the Washixia Reservoir project in Ruoqiang County, Xinjiang, Xinjiang Water Resources and Hydropower Survey and Design Institute Co., Ltd. Azma, A. 2023-2024.
Xinjiang Cele River Kunlun Water Conservancy Hub Project, Xinjiang Water Resources and Hydropower Survey and Design Institute Co., Ltd. Azma, A. 2022-2023.
Experimental Study on Hydraulic Model of Dahuofang Reservoir Water Transfer Tunnel, Liaoning Water Resources and Hydropower Survey and Design Institute Co., Ltd. Azma, A. 2021-2022.
Research on Key Technologies for Water Quality Safety Assurance in Beijing, Tianjin, Hebei Pressure Mining Restoration, China Academy of Water Resources and Hydropower Sciences. Azma, A. 2016-2021.
Research Team
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