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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems
期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 166-179
作者:
Jin, Pengzhan
;
Zhang, Zhen
;
Zhu, Aiqing
;
Tang, Yifa
;
Karniadakis, George Em
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  |  
浏览/下载:143/0
  |  
提交时间:2021/04/26
Deep learning
Physics-informed
Dynamical systems
Hamiltonian systems
Symplectic maps
Symplectic integrators
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
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  |  
浏览/下载:133/0
  |  
提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
Prediction of enhancer-promoter interactions using the cross-cell type information and domain adversarial neural network
期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 期号: 1, 页码: 16
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Zhang, Shihua
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  |  
浏览/下载:139/0
  |  
提交时间:2021/01/14
Enhancer–
promoter interactions
Cell line
Convolutional neural network
Transfer learning
Gradient reversal layer
Prediction of enhancer–promoter interactions using the cross-cell type information and domain adversarial neural network
期刊论文
BMC Bioinformatics, 2020, 卷号: 21, 期号: 1
作者:
Jing,Fang
;
Zhang,Shao-Wu
;
Zhang,Shihua
收藏
  |  
浏览/下载:140/0
  |  
提交时间:2021/01/14
Enhancer–promoter interactions
Cell line
Convolutional neural network
Transfer learning
Gradient reversal layer
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness
期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
作者:
Jin, Pengzhan
;
Lu, Lu
;
Tang, Yifa
;
Karniadakis, George Em
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  |  
浏览/下载:118/0
  |  
提交时间:2021/01/14
Neural networks
Generalization error
Learnability
Data distribution
Cover complexity
Neural network smoothness
Make l(1) regularization effective in training sparse CNN
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 卷号: 77, 期号: 1, 页码: 163-182
作者:
He, Juncai
;
Jia, Xiaodong
;
Xu, Jinchao
;
Zhang, Lian
;
Zhao, Liang
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  |  
浏览/下载:164/0
  |  
提交时间:2020/09/23
Sparse optimization
l(1) regularization
Dual averaging
CNN
Combining STRIPAT model and gated recurrent unit for forecasting nature gas consumption of China
期刊论文
MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE, 2020, 页码: 19
作者:
Xiao, Yi
;
Li, Keying
;
Hu, Yi
;
Xiao, Jin
;
Wang, Shouyang
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  |  
浏览/下载:142/0
  |  
提交时间:2020/09/23
Natural gas consumption forecasting
Emission reduction
Deep learning
STRIPAT model
Gated recurrent unit model
Bagging
Training GANs with centripetal acceleration
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2020, 页码: 19
作者:
Peng, Wei
;
Dai, Yu-Hong
;
Zhang, Hui
;
Cheng, Lizhi
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  |  
浏览/下载:139/0
  |  
提交时间:2020/05/24
Primary: 97N60
90C25
Secondary: 90C06
90C30
Numerical simulations of one laser-plasma model based on Poisson structure
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2020, 卷号: 405, 页码: 20
作者:
Li, Yingzhe
;
Sun, Yajuan
;
Crouseilles, Nicolas
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  |  
浏览/下载:153/0
  |  
提交时间:2020/05/24
Laser-plasma interaction
Vlasov-Maxwell system
Poisson bracket
Hamiltonian splitting
Conservative splitting
Study of Restrained Network Structures for Wasserstein Generative Adversarial Networks (WGANs) on Numeric Data Augmentation
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 89812-89821
作者:
Wang, Wei
;
Wang, Chuang
;
Cui, Tao
;
Li, Yue
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  |  
浏览/下载:149/0
  |  
提交时间:2020/09/23
Gallium nitride
Generative adversarial networks
Tensile stress
Generators
Indexes
Training
Numerical models
Restrained network structures
generative adversarial network
numeric data augmentation