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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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Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator
期刊论文
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 165, 页码: 14
Authors:
Zhong, Ming
;
Yan, Zhenya
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View/Download:8/0
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Submit date:2023/02/07
Integrable fractional nonlinear wave equations
Fourier neural operator
Deep learning
Data-driven soliton mapping
Activation function
Channel of fully-connected layer
Data-driven rogue waves and parameter discovery in the defocusing nonlinear Schrodinger equation with a potential using the PINN deep learning
期刊论文
PHYSICS LETTERS A, 2021, 卷号: 404, 页码: 7
Authors:
Wang, Li
;
Yan, Zhenya
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View/Download:77/0
  |  
Submit date:2021/10/26
Defocusing NLS equation with the
time-dependent potential
Initial-boundary value conditions
Physics-informed neural networks
Deep learning
Data-driven rogue waves and parameter discovery
Towards understanding residual and dilated dense neural networks via convolutional sparse coding
期刊论文
NATIONAL SCIENCE REVIEW, 2021, 卷号: 8, 期号: 3, 页码: 13
Authors:
Zhang, Zhiyang
;
Zhang, Shihua
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View/Download:91/0
  |  
Submit date:2021/10/26
convolutional neural network
convolutional sparse coding
residual neural network
mixed-scale dense neural network
dilated convolution
dense connection
Recovering Network Structures With Time-Varying Nodal Parameters
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 7, 页码: 2588-2598
Authors:
Wang, Xiong
;
Lu, Jinhu
;
Wu, Xiaoqun
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View/Download:100/0
  |  
Submit date:2020/09/23
Complex networks
Time-varying systems
Taylor series
Power system dynamics
Vehicle dynamics
Topology
Complex network
Lasso method
network reconstruction
time-varying nodal parameter
Joint Base Station Clustering and Beamforming for Non-Orthogonal Multicast and Unicast Transmission With Backhaul Constraints
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 卷号: 17, 期号: 9, 页码: 6265-6279
Authors:
Chen, Erkai
;
Tao, Meixia
;
Liu, Ya-Feng
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View/Download:126/0
  |  
Submit date:2018/11/16
Layered-division multiplexing (LDM)
non-orthogonal multicast and unicast transmission
branch-and-bound (BB)
sparse beamforming
convex-concave procedure
Economic Analysis of Crowdsourced Wireless Community Networks
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2017, 卷号: 16, 期号: 7, 页码: 1856-1869
Authors:
Ma, Qian
;
Gao, Lin
;
Liu, Ya-Feng
;
Huang, Jianwei
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View/Download:84/0
  |  
Submit date:2018/07/30
Mobile crowdsourcing
wireless community network
economic analysis
price differentiation
Evolution of international trade and investment networks
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 卷号: 462, 页码: 752-763
Authors:
Zhang, Shuhong
;
Wang, Lin
;
Liu, Zhixin
;
Wang, Xiaofan
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View/Download:82/0
  |  
Submit date:2018/07/30
International trade
International investment
Two-layer networks
Evolution
Community
Rank
Driving-based generalized synchronization in two-layer networks via pinning control
期刊论文
CHAOS, 2015, 卷号: 25, 期号: 11, 页码: 10
Authors:
Ning, Di
;
Wu, Xiaoqun
;
Lu, Jun-An
;
Lu, Jinhu
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View/Download:74/0
  |  
Submit date:2018/07/30
Bounds on the number of hidden neurons in three-layer binary neural networks
期刊论文
NEURAL NETWORKS, 2003, 卷号: 16, 期号: 7, 页码: 995-1002
Authors:
Zhang, ZZ
;
Ma, XM
;
Yang, YX
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View/Download:69/0
  |  
Submit date:2018/07/30
three-layer binary neural network
Boolean function
set covering algorithm
unit sphere covering
Hamming space
weighted distance sphere