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粗糙壁湍流的机理和大涡模拟壁模型
学位论文
博士论文,北京: 中国科学院大学, 2024
Authors:
li shilong
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Submit date:2024/05/23
粗糙壁湍流
壁模型
大涡模拟
分离流动
深度神经网络
携带颗粒各向同性湍流大涡模拟数据驱动的亚格子模型
学位论文
硕士论文,北京: 中国科学院大学, 2024
Authors:
谭江涛
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Submit date:2024/06/04
大涡模拟,线性化模型,亚格子模型,惯性颗粒聚团,人工神经网络
Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models
期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
Authors:
Luo QY(罗清勇)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
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Submit date:2024/05/14
Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 卷号: 417, 页码: 46
Authors:
Zhang L(张磊)
;
Park, Chanwook
;
Lu, Ye
;
Li, Hengyang
;
Mojumder, Satyajit
;
Saha, Sourav
;
Guo, Jiachen
;
Li, Yangfan
;
Abbott, Trevor
;
Wagner, Gregory J.
;
Tang, Shaoqiang
;
Liu, Wing Kam
Adobe PDF(9021Kb)
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Submit date:2024/01/08
Convolution isogeometric analysis (C-IGA)
Convolution hierarchical deep-learning neural network (C-hiDeNN)
Software 2.0
r-h-p-s-a adaptive finite element method (FEM)
High-order smoothness and convergence
Combining direct and indirect sparse data for learning generalizable turbulence models
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112272
Authors:
Zhang XL(张鑫磊)
;
Xiao, Heng
;
Luo, Xiaodong
;
He GW(何国威)
Adobe PDF(7111Kb)
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Submit date:2023/09/05
Ensemble Kalman method
Turbulence modeling
Direct data
Indirect data
非晶合金剪切带涌现的原子尺度机制
学位论文
博士论文,北京: 中国科学院大学, 2023
Authors:
杨增宇
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Submit date:2023/06/28
非晶合金
塑性失稳
剪切带
玻璃缺陷
构型软化
各向同性湍流大涡模拟的超分辨率重构
学位论文
硕士论文,北京: 中国科学院大学, 2023
Authors:
赵庆义
Adobe PDF(7543Kb)
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Submit date:2023/06/27
各向同性湍流
大涡模拟
超分辨率重构
卷积神经网络
惯性颗粒
A wall model learned from the periodic hill data and the law of the wall
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 5, 页码: 55108
Authors:
Zhou ZD(周志登)
;
Yang, Xiang IA
;
Zhang FS(张凤顺)
;
Yang XL(杨晓雷)
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Submit date:2023/07/17
面向航天回收装备的大变形柔性传感器研究与应用(一)——曲率传感器
期刊论文
航天返回与遥感, 2023, 卷号: 44, 期号: 01, 页码: 50-58
Authors:
刘浩
;
刘国栋
;
李爽
;
贾贺
;
房冠辉
;
冯瑞
;
苏业旺
Adobe PDF(1345Kb)
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Submit date:2023/03/16
柔性
大变形
曲率
传感器
航空航天
Effects of Wall Topology on Statistics of Cube-Roughened Wall Turbulence
期刊论文
BOUNDARY-LAYER METEOROLOGY, 2023, 卷号: 186, 期号: 2, 页码: 305-336
Authors:
Li SL(李世隆)
;
Zhou ZD(周志登)
;
Chen DY(陈丹阳)
;
Yuan,Xianxu
;
Guo,Qilong
;
Yang XL(杨晓雷)
Adobe PDF(11087Kb)
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Submit date:2023/02/03
Roughness-resolved simulation
Direct numerical simulation
Cube-roughened surfaces
Roughness length