中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
力学研究所 [10]
采集方式
OAI收割 [10]
内容类型
期刊论文 [10]
发表日期
2023 [10]
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发表日期:2023
内容类型:期刊论文
专题:力学研究所
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Physical interpretation of neural network-based nonlinear eddy viscosity models
期刊论文
OAI收割
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Jee, Solkeun
;
He, Guowei
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
作者:
Lv JQ(吕家琦)
;
Hong QZ(洪启臻)
;
Wang XY(王小永)
;
Mao, Zhiping
;
Sun QH(孙泉华)
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
OAI收割
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
作者:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Adaptive transfer learning for PINN
期刊论文
OAI收割
Journal of Computational Physics, 2023, 卷号: 490, 页码: 1 - 29
作者:
Liu Y(刘洋)
;
Liu W(刘文)
;
Yan XS
;
Guo SQ(郭帅旗)
;
Zhang CA(张陈安)
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/08/21
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
作者:
Xiao TB(肖天白)
;
Frank, Martin
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/09/05
Kinetic theory
Computational fluid dynamics
Scientific machine learning
Artificial neural network
Predicting continuum breakdown with deep neural networks
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
作者:
Xiao TB(肖天白)
;
Schotthoefer, Steffen
;
Frank, Martin
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/09/05
Computational fluid dynamics
Kinetic theory
Boltzmann equation
Multi-scale method
Deep learning
Force measurement using strain-gauge balance in shock tunnel based on deep learning
期刊论文
OAI收割
CHINESE JOURNAL OF AERONAUTICS, 2023, 卷号: 36, 期号: 8, 页码: 43-53
作者:
Nie SJ(聂少军)
;
Wang YP(汪运鹏)
;
Jiang ZL(姜宗林)
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/26
Convolutional neural net-works
Deep learning
Frequency domain analysis
Force measurement
Time domain analysis
Recurrent neural networks
Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics
期刊论文
OAI收割
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 6, 页码: 65141
作者:
Xu SF(许盛峰)
;
Yan C(闫畅)
;
Zhang, Guangtao
;
Sun ZX(孙振旭)
;
Huang RF(黄仁芳)
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/09/05
Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
期刊论文
OAI收割
COMPUTATIONAL MECHANICS, 2023
作者:
Lu, Ye
;
Li, Hengyang
;
Zhang L(张磊)
;
Park, Chanwook
;
Mojumder, Satyajit
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/06/15
Convolution FEM and HiDeNN
Tensor decomposition
Reduced order modeling
Additive manufacturing
High-order smoothness
Isogeometric analysis (IGA)
Flush Air Data Sensing Based on Dimensionless Input and Output Neural Networks With Less Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 卷号: 59, 期号: 2, 页码: 1411-1425
作者:
Liu Y(刘洋)
;
Zhang CA(张陈安)
;
Yan, Xunshi
;
Liu W(刘文)
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/06/15