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中国科学院力学研究所机构知识库
Knowledge Management System of Institue of Mechanics, CAS
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张珍 [6]
王一伟 [4]
黄晨光 [4]
叶舒然 [3]
Song XD [2]
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2019 [6]
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Creator:张珍
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Date Issued:2019
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自动编码器在流场降阶中的应用
期刊论文
空气动力学学报, 2019, 卷号: 37, 期号: 03, 页码: 498-504
Authors:
叶舒然
;
张珍
;
宋旭东
;
杜特专
;
王一伟
;
黄晨光
;
陈耀松
Adobe PDF(2088Kb)
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View/Download:393/84
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Submit date:2019/09/12
机器学习
自动编码器
圆柱绕流
流场特征提取
压力预测
Triaxial behavior of granular material under complex loading path by a new numerical true triaxial engine
期刊论文
ADVANCED POWDER TECHNOLOGY, 2019, 卷号: 30, 期号: 4, 页码: 700-706
Authors:
Wang XL(王晓亮)
;
Zhang Z(张珍)
;
Li JC(李家春)
Adobe PDF(2025Kb)
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View/Download:361/133
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Submit date:2019/05/30
Granular material
Stress path
Strength criterion
Discrete element method
Numerical true triaxial engine
Application of deep learning method to Reynolds stress models of channel flow based on reduced-order modeling of DNS data
期刊论文
JOURNAL OF HYDRODYNAMICS, 2019, 卷号: 31, 期号: 1, 页码: 58-65
Authors:
Zhang Z(张珍)
;
Song XD
;
Ye SR
;
Wang YW(王一伟)
;
Huang CG(黄晨光)
;
An YR
;
Chen YS
Adobe PDF(1492Kb)
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View/Download:388/161
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Submit date:2019/04/11
Deep neural network
channel flow
turbulence model
Reynolds stress
Reconstruction of RANS model and cross-validation of flow field based on tensor basis neural network
会议论文
ASME-JSME-KSME 2019 8th Joint Fluids Engineering Conference, AJKFluids 2019, San Francisco, CA, United states, July 28, 2019 - August 1, 2019
Authors:
Song XD
;
Zhang Z(张珍)
;
Wang YW(王一伟)
;
Ye SR(叶舒然)
;
Huang CG(黄晨光)
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View/Download:135/0
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Submit date:2020/11/20
Cross-validation
Multi-layer neural network
Reynolds stress
Turbulence model
Transfer learning for modeling pressure coefficient around cylinder using CNN
会议论文
29th International Ocean and Polar Engineering Conference, ISOPE 2019, Honolulu, HI, United states, June 16, 2019 - June 21, 2019
Authors:
Ye SR(叶舒然)
;
Wang YW(王一伟)
;
Zhang Z(张珍)
;
Huang CG(黄晨光)
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View/Download:120/0
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Submit date:2020/11/20
Convolutional neural networks
Flow field analysis
Pressure prediction
Transfer learning
Seepage-stress coupled modeling for rainfall induced loess landslide
期刊论文
THEORETICAL AND APPLIED MECHANICS LETTERS, 2019, 卷号: 9, 期号: 1, 页码: 7-13
Authors:
Zhou DY(周丹洋)
;
Zhang Z(张珍)
;
Li JC(李家春)
;
Wang XL(王晓亮)
Adobe PDF(2523Kb)
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View/Download:80/17
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Submit date:2024/01/15
Loess
Rain infiltration
Seepage-stress coupling
Strength weakening
Landslide