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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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收录类别:SCI
发表日期:2020
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A sequential design strategy for integrating low-accuracy and high-accuracy computer experiments
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2020, 页码: 8
作者:
Li, Xinmin
;
Wang, Xiao
;
Xiong, Shifeng
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  |  
浏览/下载:172/0
  |  
提交时间:2021/04/26
Gaussian process model
Multi-fidelity
Optimal design
Space-filling design
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:153/0
  |  
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:151/0
  |  
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
A class of smooth exact penalty function methods for optimization problems with orthogonality constraints
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2020, 页码: 37
作者:
Xiao, Nachuan
;
Liu, Xin
;
Yuan, Ya-xiang
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  |  
浏览/下载:157/0
  |  
提交时间:2021/01/14
Orthogonality constraint
Stiefel manifold
augmented Lagrangian method
Model reduction-based initialization methods for solving the Poisson-Nernst-Plank equations in three-dimensional ion channel simulations
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2020, 卷号: 419, 页码: 18
作者:
Zhang, Qianru
;
Gui, Sheng
;
Li, Hongliang
;
Lu, Benzhuo
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  |  
浏览/下载:155/0
  |  
提交时间:2021/04/26
Reduced model
Poisson-Nernst-Planck
Smoluchowski-Poisson-Boltzmann
Initialization
Linear approximation of PNP model
Finite element method
Energy and quadratic invariants preserving (EQUIP) multi-symplectic methods for Hamiltonian wave equations
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2020, 卷号: 418, 页码: 18
作者:
Chen, Chuchu
;
Hong, Jialin
;
Sim, Chol
;
Sonwu, Kwang
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浏览/下载:174/0
  |  
提交时间:2020/10/12
Hamiltonian wave equations
Energy preservation
EQUIP multi-symplectic methods
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
作者:
Zhang, Lihua
;
Zhang, Shihua
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浏览/下载:153/0
  |  
提交时间:2021/01/14
Sparse matrices
Pattern recognition
Data integration
Prediction algorithms
Data models
Matrix decomposition
Signal processing algorithms
Bioinformatics
data integration
network-regularized constraint
nonnegative matrix factorization (NMF)
pattern recognition
Noise-based synchronization of bounded confidence opinion dynamics in heterogeneous time-varying communication networks
期刊论文
INFORMATION SCIENCES, 2020, 卷号: 528, 页码: 219-230
作者:
Su, Wei
;
Wang, Xueqiao
;
Chen, Ge
;
Yu, Yongguang
;
Hadzibeganovic, Tarik
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  |  
浏览/下载:159/0
  |  
提交时间:2020/06/30
Opinion dynamics
Bounded confidence
Noise-induced synchronization
Heterogeneous networks
Communication topology
Social learning
A second-order and nonuniform time-stepping maximum-principle preserving scheme for time-fractional Allen-Cahn equations
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2020, 卷号: 414, 页码: 16
作者:
Liao, Hong-lin
;
Tang, Tao
;
Zhou, Tao
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  |  
浏览/下载:182/0
  |  
提交时间:2020/06/30
Time-fractional Allen-Cahn equation
Alikhanov formula
Adaptive time-stepping strategy
Discrete maximum principle
Sharp error estimate
Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 8, 页码: 3581-3593
作者:
Dong, Daoyi
;
Xing, Xi
;
Ma, Hailan
;
Chen, Chunlin
;
Liu, Zhixin
;
Rabitz, Herschel
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  |  
浏览/下载:198/0
  |  
提交时间:2020/09/23
Nonhomogeneous media
Robust control
Quantum computing
Task analysis
Chemistry
Machine learning algorithms
Uncertainty
Differential evolution
femtosecond laser
quantum control
quantum learning
quantum robust control