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基于融合物理神经网络的稀疏数据挖掘应用及算法研究
学位论文
硕士论文,北京: 中国科学院大学, 2024
Authors:
许盛峰
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Submit date:2024/06/04
融合物理神经网络,物理信息神经网络,流场重构,稀疏数据挖掘,并行计算,数据标准化
黏性对内空泡诱导柱状液滴界面不稳定性的影响
期刊论文
力学学报, 2024, 卷号: 56, 期号: 02, 页码: 377-386
Authors:
黄剑霖
;
宋广毅
;
王静竹
;
王一伟
Adobe PDF(1440Kb)
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Submit date:2024/03/01
Rayleigh-Taylor不稳定性
液体黏性
空泡振荡
柱状液滴界面不稳定
近自由面通气空泡诱导的飞溅水层闭合行为数值模拟
期刊论文
空气动力学学报, 2023, 页码: 1-10
Authors:
王广航
;
王静竹
;
杜岩
;
王志英
;
王一伟
Adobe PDF(3319Kb)
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Submit date:2024/03/01
空泡通气
自由面飞溅
水层闭合
数值模拟
Updated Lagrangian particle hydrodynamics (ULPH) modeling for free-surface fluid flows
期刊论文
COMPUTATIONAL MECHANICS, 2023, 页码: 20
Authors:
Yan, Jiale
;
Li, Shaofan
;
Kan XY(阚兴玉)
;
Lv, Pengyu
;
Zhang, AMan
;
Duan, Huiling
Adobe PDF(4313Kb)
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Submit date:2023/10/16
Computational fluid dynamics
Density diffusive term
Free-surface flows
Free-surface detection
Peridynamics
Updated Lagrangian particle hydrodynamics (ULPH)
恒定水流下单桩局部冲刷影响因素模拟分析
期刊论文
铁道建筑, 2023, 卷号: 63, 期号: 08, 页码: 82-86
Authors:
向琪芪
;
王顺意
;
郭辉
;
裘放
Adobe PDF(1606Kb)
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Submit date:2023/10/26
铁路桥梁
局部冲刷
数值模拟
单桩基础
影响因素
边界层
Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 6, 页码: 65141
Authors:
Xu SF(许盛峰)
;
Yan C(闫畅)
;
Zhang, Guangtao
;
Sun ZX(孙振旭)
;
Huang RF(黄仁芳)
;
Ju SJ(鞠胜军)
;
Guo DL(郭迪龙)
;
Yang GW(杨国伟)
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Submit date:2023/09/05
Numerical investigation of the effect of wedge-type cavitating-bubble generator on attached unsteady cavitating flows using proper orthogonal decomposition method
期刊论文
JOURNAL OF HYDRODYNAMICS, 2023
Authors:
Hong, Bojie
;
Hu, Changli
;
Wang ZY(王志英)
;
Xing, Haojie
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Submit date:2023/06/15
Cavitating-bubble generator
proper orthogonal decomposition
attached cavity
vortex structures
Numerical study on formation of a splash sheet induced by an oscillating bubble in extreme vicinity to a water surface
期刊论文
JOURNAL OF HYDRODYNAMICS, 2023, 页码: 11
Authors:
Wang GH(王广航)
;
Du Y(杜岩)
;
Xiao, Zhijian
;
Huang J(黄荐)
;
Wang ZY(王志英)
;
Li, Hongchen
;
Wang JZ(王静竹)
;
Wang YW(王一伟)
Adobe PDF(8053Kb)
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Submit date:2023/02/27
Cavitation bubble
ventilation
splash sheet
flow patterns
Rayleigh-Taylor instability
Data-driven turbulence model for unsteady cavitating flow
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 1, 页码: 18
Authors:
Zhang Z(张珍)
;
Wang JZ(王静竹)
;
Huang RF(黄仁芳)
;
Qiu RD(丘润荻)
;
Chu, Xuesen
;
Ye SR(叶舒然)
;
Wang YW(王一伟)
;
Liu, Qingkuan
Adobe PDF(4681Kb)
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Submit date:2023/02/27
Investigation of internal wave wakes generated by a submerged body in a stratified flow
期刊论文
OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 11
Authors:
Chai J(柴锦)
;
Wang ZY(王志英)
;
Yang ZX(杨子轩)
;
Wang Z(王展)
Adobe PDF(5844Kb)
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Submit date:2022/11/21
Stratified flow
Internal wave wakes
Large eddy simulation