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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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Concentration phenomenon of semiclassical states to reaction-diffusion systems
期刊论文
ANNALI DI MATEMATICA PURA ED APPLICATA, 2022, 页码: 39
Authors:
Gou, Tianxiang
;
Zhang, Zhitao
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View/Download:31/0
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Submit date:2023/02/07
Concentration phenomenon
Semiclassical states
Reaction-diffusion system
Variational methods
Solutions to a nonlinear Dirac-Maxwell system: from periodic waves to soliton-like waves
期刊论文
NONLINEARITY, 2022, 卷号: 35, 期号: 12, 页码: 6422-6452
Authors:
Pan, Chen
;
Yanheng, Ding
;
Hua-Yang, Wang
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View/Download:25/0
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Submit date:2023/02/07
Dirac-Maxwell system
variational methods
periodic solutions
soliton-like solutions
ground states
Variational deep embedding-based active learning for the diagnosis of pneumonia
期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
Authors:
Huang, Jian
;
Ding, Wen
;
Zhang, Jiarun
;
Li, Zhao
;
Shu, Ting
;
Kuosmanen, Pekka
;
Zhou, Guanqun
;
Zhou, Chuan
;
Yu, Gang
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View/Download:41/0
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Submit date:2023/02/07
pneumonia diagnosis
active learning
variational autoencoders
brain-like computing
human-centric computing
A novel machine learning-based electricity price forecasting model based on optimal model selection strategy
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 14
Authors:
Yang, Wendong
;
Sun, Shaolong
;
Hao, Yan
;
Wang, Shouyang
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View/Download:117/0
  |  
Submit date:2022/04/02
Electricity price
Forecasting
Hybrid model
Model selection
Kernel-based extreme learning machine
Finite Element Error Estimation for Parabolic Optimal Control Problems with Pointwise Observations
期刊论文
NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2021, 页码: 35
Authors:
Liang, Dongdong
;
Gong, Wei
;
Xie, Xiaoping
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View/Download:85/0
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Submit date:2022/04/02
Parabolic optimal control problem
pointwise observation
space-time finite element method
parabolic PDE with Dirac measure
error estimate
Stein variational gradient descent with local approximations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
Authors:
Yan, Liang
;
Zhou, Tao
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Submit date:2022/04/02
Stein variational gradient decent
Bayesian inference
Deep learning
Local approximation
Subdivision based isogeometric analysis for geometric flows
期刊论文
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2021, 页码: 24
Authors:
Pan, Qing
;
Rabczuk, Timon
;
Chen, Chong
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View/Download:86/0
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Submit date:2022/04/02
extended Loop subdivision
geometric flows
isogeometric analysis
Decomposition Methods for Tourism Demand Forecasting: A Comparative Study
期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 18
Authors:
Zhang, Chengyuan
;
Li, Mingchen
;
Sun, Shaolong
;
Tang, Ling
;
Wang, Shouyang
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Submit date:2022/04/02
tourism demand forecasting
decomposition methods
variational mode decomposition
decomposition and ensemble
machine learning
ON MULTIPLICITY OF SEMI-CLASSICAL SOLUTIONS TO NONLINEAR DIRAC EQUATIONS OF SPACE-DIMENSION n
期刊论文
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS, 2021, 卷号: 41, 期号: 9, 页码: 4105-4123
Authors:
Ding, Yanheng
;
Dong, Xiaojing
;
Guo, Qi
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View/Download:85/0
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Submit date:2022/04/02
Nonlinear Dirac equation
Semi-classical solutions
Multiplicity
Variational methods
subcritical and critical nonlinearity
Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:
Lan, Hui
;
Liu, Ziquan
;
Hsiao, Janet H.
;
Yu, Dan
;
Chan, Antoni B.
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View/Download:86/0
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Submit date:2022/04/02
Hidden Markov models
Bayes methods
Data models
Computational modeling
Mixture models
Clustering algorithms
Analytical models
Clustering
hidden Markov mixture model (H3M)
hierarchical EM
variational Bayesian (VB)