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检索条件"主题词=POD algorithm"
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Research on fast prediction of boiling flow parameters in rod bundle of NPP based on efficient CFD-ROM methods
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PROGRESS IN NUCLEAR ENERGY 2025年 184卷
作者: Mo, Jinhong Dong, Xiaomeng Xu, Yujie Xu, Anqi Yu, Yang Yang, Ming Shenzhen Univ China Inst Nucl Energy & Safety Coll Phys & Optoelect Engn Shenzhen Key Lab Nucl & Radiat Safety Nanhai St 3688 Nanshan Dist Shenzhen 518060 Peoples R China Natl Univ Def Technol Natl Key Lab Parallel & Distributed Comp Changsha 410073 Peoples R China Nucl Power Inst China Chengdu 610041 Peoples R China
Historically, Computational Fluid Dynamics (CFD) has been widely used to verify the flow dynamics in rod bundle channels. Nevertheless, the iterative calculation and time consumption make it impractical for the applic... 详细信息
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Flow fields prediction for data-driven model of parallel twin cylinders based on pod-RBFNN and pod-BPNN surrogate models
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ANNALS OF NUCLEAR ENERGY 2024年 199卷
作者: Min, Guangyun Jiang, Naibin Sun Yat Sen Univ Sino French Inst Nucl Engn & Technol Zhuhai Peoples R China
Flow around cylinders is an important phenomenon in many different engineering fields. In this paper, the fast prediction of the pressure fields of parallel twin cylinders is implemented based on a data-driven algorit... 详细信息
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