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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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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:174/0
  |  
提交时间:2021/04/26
Gaussian process model
Multi-fidelity
Optimal design
Space-filling design
A time-discrete and zero-adjusted gamma process model with application to degradation analysis
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 560, 页码: 10
作者:
Song, Kai
;
Shi, Jian
;
Yi, Xiaojian
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  |  
浏览/下载:155/0
  |  
提交时间:2021/01/14
Gamma process
Zero-adjusted
Time-discrete
Goodness-of-fit
Predictive performance
Equivalence-Based Model of Dimension-Varying Linear Systems
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 12, 页码: 5444-5449
作者:
Cheng, Daizhan
;
Xu, Zhenhui
;
Shen, Tielong
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浏览/下载:139/0
  |  
提交时间:2021/04/26
Aerospace electronics
Linear systems
Dynamical systems
Extraterrestrial measurements
Control systems
Vehicle dynamics
Dimension-free state space
dimension-varying linear (control) system
S-system
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:155/0
  |  
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
An Efficient Numerical Algorithm for Solving Data Driven Feedback Control Problems
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2020, 卷号: 85, 期号: 2, 页码: 27
作者:
Archibald, Richard
;
Bao, Feng
;
Yong, Jiongmin
;
Zhou, Tao
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浏览/下载:135/0
  |  
提交时间:2021/01/14
Stochastic optimal control
Nonlinear filtering
Data driven
Maximum principle
Stochastic optimization
A natural extension of Markov processes and applications to singular SDEs
期刊论文
ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2020, 卷号: 56, 期号: 4, 页码: 2480-2506
作者:
Beznea, Lucian
;
Cimpean, Iulian
;
Rockner, Michael
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  |  
浏览/下载:127/0
  |  
提交时间:2021/01/14
Stochastic differential equation on Hilbert spaces
Stochastic PDE
Martingale problem
Not allowed starting point
Girsanov transform
Nonregular drift
Dirichlet form
Right process
Fine topology
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:157/0
  |  
提交时间:2021/04/26
Reduced model
Poisson-Nernst-Planck
Smoluchowski-Poisson-Boltzmann
Initialization
Linear approximation of PNP model
Finite element method
Dirichlet forms and polymer models based on stable processes
期刊论文
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2020, 卷号: 130, 期号: 10, 页码: 5940-5972
作者:
Li, Liping
;
Li, Xiaodan
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  |  
浏览/下载:208/0
  |  
提交时间:2020/10/12
Dirichlet forms
Polymer models
Self-adjoint extensions
Stable processes
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:126/0
  |  
提交时间:2021/01/14
Neural networks
Generalization error
Learnability
Data distribution
Cover complexity
Neural network smoothness
On semi-supervised multiple representation behavior learning
期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 卷号: 46, 页码: 17
作者:
Lu, Ruqian
;
Hou, Shengluan
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  |  
浏览/下载:148/0
  |  
提交时间:2021/04/26
Semi-supervised learning
Semi-supervised multiple representation behavior learning
Semi-supervised grammar learning