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黄仁芳 [4]
王一伟 [3]
丘润荻 [2]
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Creator:huangrenfang分黄仁芳
Community:流固耦合系统力学重点实验室
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Impeller optimization using a machine learning-based algorithm with dynamic sampling method and flow analysis for an axial flow pump
会议论文
The 17th Asian International Conference on Fluid Machinery (AICFM 17 2023), Zhenjiang, China, 20/10/2023 - 23/10/2023
Authors:
Song,Xueyi
;
Li,Ying
;
Huang RF(黄仁芳)
;
Luo,Xianwu
Adobe PDF(2810Kb)
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View/Download:61/11
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Submit date:2024/04/22
改进的物理融合神经网络在瑞利-泰勒不稳定性问题中的应用
期刊论文
力学学报, 2022, 卷号: 54, 期号: 08, 页码: 2224-2234
Authors:
丘润荻
;
王静竹
;
黄仁芳
;
杜特专
;
王一伟
;
黄晨光
Adobe PDF(1454Kb)
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View/Download:238/62
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Submit date:2022/10/17
瑞利-泰勒不稳定性
深度混合残差方法
物理融合神经网络
两相流
Physics-informed neural networks for phase-field method in two-phase flow
期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 5, 页码: 15
Authors:
Qiu RD(丘润荻)
;
Huang RF(黄仁芳)
;
Xiao, Yao
;
Wang JZ(王静竹)
;
Zhang, Zhen
;
Yue, Jieshun
;
Zeng, Zhong
;
Wang YW(王一伟)
Adobe PDF(4062Kb)
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View/Download:343/77
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Submit date:2022/07/18
Energy performance prediction of the centrifugal pumps by using a hybrid neural network
期刊论文
Energy, 2020, 卷号: 213, 页码: 119005
Authors:
Huang RF(黄仁芳)
;
Zhang Z(张珍)
;
Zhang W
;
Mou JG
;
Zhou PJ
;
Wang YW(王一伟)
Adobe PDF(4596Kb)
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View/Download:336/141
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Submit date:2021/01/29
Centrifugal pump
Energy performance
Loss model
Physics-informed neural network