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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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自动化研究所 [26]
沈阳自动化研究所 [6]
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OAI收割 [63]
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期刊论文 [47]
会议论文 [12]
学位论文 [4]
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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)
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收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
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
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收藏
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浏览/下载:15/0
  |  
提交时间:2023/09/05
Kinetic theory
Computational fluid dynamics
Scientific machine learning
Artificial neural network
Dynamic Parameter Optimization of High-Speed Pantograph Based on Swarm Intelligence and Machine Learning
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED MECHANICS, 2023, 页码: 19
作者:
Zhou R(周睿)
;
Xu XH(许向红)
;
Xu XH(许向红)
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/10/23
Contact force of pantograph-catenary system
selective crow search algorithm
surrogate model
multi-parameter optimization
AKGF: Automatic Kernel Generation for DNN on CPU-FPGA
期刊论文
OAI收割
COMPUTER JOURNAL, 2023, 页码: 9
作者:
Dong, Dong
;
Jiang, Hongxu
;
Diao, Boyu
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收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/12/04
DNN accelerated compilers
polyhedral model
heterogeneous computing
CPU-FPGA
sEMG-Based Gesture Recognition Method for Coal Mine Inspection Manipulator Using Multistream CNN
期刊论文
OAI收割
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 10, 页码: 11082-11090
作者:
Tong, Lina
;
Zhang, Mingjia
;
Ma, Hanghang
;
Wang, Chen
;
Peng, Liang
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收藏
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浏览/下载:5/0
  |  
提交时间:2023/11/17
Sensors
Muscles
Inspection
Coal mining
Robots
Feature extraction
Gesture recognition
Coal mine inspection manipulator
gestures recognition
multistream convolutional neural network (CNN)
surface electromyography (sEMG)
time--frequency graph feature
Incorporating NODE with pre-trained neural differential operator for learning dynamics
期刊论文
OAI收割
NEUROCOMPUTING, 2023, 卷号: 528, 页码: 48-58
作者:
Gong, Shiqi
;
Meng, Qi
;
Wang, Yue
;
Wu, Lijun
;
Chen, Wei
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收藏
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浏览/下载:13/0
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提交时间:2023/07/12
Neural ODE
Learning dynamics
Neural operator
Optimus: An Operator Fusion Framework for Deep Neural Networks
期刊论文
OAI收割
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2023, 卷号: 22, 期号: 1, 页码: 26
作者:
Cai, Xuyi
;
Wang, Ying
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收藏
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浏览/下载:10/0
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提交时间:2023/07/12
Neural network
embedded processor
memory
layer fusion
QPSO-ILF-ANN-based optimization of TBM control parameters considering tunneling energy efficiency
期刊论文
OAI收割
FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING, 2023, 卷号: 17, 期号: 1, 页码: 25
作者:
Wang, Xinyu
;
Wu, Jian
;
Yin, Xin
;
Liu, Quansheng
;
Huang, Xing
  |  
收藏
  |  
浏览/下载:6/0
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提交时间:2023/08/02
tunnel boring machine
control parameter optimization
quantum particle swarm optimization
artificial neural network
tunneling energy efficiency
Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator
期刊论文
OAI收割
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 165, 页码: 14
作者:
Zhong, Ming
;
Yan, Zhenya
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收藏
  |  
浏览/下载:12/0
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提交时间:2023/02/07
Integrable fractional nonlinear wave equations
Fourier neural operator
Deep learning
Data-driven soliton mapping
Activation function
Channel of fully-connected layer
Convolutional neural network-based spectrum reconstruction solver for channeled spectropolarimeter
期刊论文
OAI收割
OPTICS EXPRESS, 2022, 卷号: 30
作者:
Huang, Chan
;
Wu, Su
;
Chang, Yuyang
;
Fang, Yuwei
;
Zou, Zhiyong
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收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/05/16