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Multi-output multi-physics-informed neural network for learning dimension-reduced probability density evolution equation with unknown spatio-temporal-dependent coefficients Journal article
Hao, Teng Teng, Yan, Wang Ji, Chen, Jian Bing, Sun, Ting Ting, Yuen, Ka Veng. Multi-output multi-physics-informed neural network for learning dimension-reduced probability density evolution equation with unknown spatio-temporal-dependent coefficients[J]. Mechanical Systems and Signal Processing, 2024, 220, 111683.
Authors:  Hao, Teng Teng;  Yan, Wang Ji;  Chen, Jian Bing;  Sun, Ting Ting;  Yuen, Ka Veng
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.9/8.0 | Submit date：2024/08/05
Dimension-reduced Probability Density Evolution Equation  Multi-output Network  Physics Informed Neural Network  Spatio-temporal-dependent Equations  Stochastic Dynamics  
Approximation to Stochastic Variance Reduced Gradient Langevin Dynamics by Stochastic Delay Differential Equations Journal article
Chen, Peng, Lu, Jianya, Xu, Lihu. Approximation to Stochastic Variance Reduced Gradient Langevin Dynamics by Stochastic Delay Differential Equations[J]. Applied Mathematics and Optimization, 2022, 85(2), 15.
Authors:  Chen, Peng;  Lu, Jianya;  Xu, Lihu
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:1.6/1.8 | Submit date：2022/05/17
Malliavin Calculus  Refined Lindeberg Principle  Stochastic Delay Differential Equations (Sddes)  Stochastic Variance Reduced Gradient Langevin Dynamics (Svrg-ld)  Wasserstein-1 Distance  
Dynamic Admission Control and Resource Allocation for Mobile Edge Computing Enabled Small Cell Network Journal article
Huang, Jiwei, Lv, Bofeng, Wu, Yuan, Chen, Ying, Shen, Xuemin. Dynamic Admission Control and Resource Allocation for Mobile Edge Computing Enabled Small Cell Network[J]. IEEE Transactions on Vehicular Technology, 2021, 71(2), 1964-1973.
Authors:  Huang, Jiwei;  Lv, Bofeng;  Wu, Yuan;  Chen, Ying;  Shen, Xuemin
Favorite | TC[WOS]:54 TC[Scopus]:63  IF:6.1/6.5 | Submit date：2022/05/17
Task Analysis  Servers  Admission Control  Resource Management  Throughput  Vehicle Dynamics  Stochastic Processes  Mec  Small Cell Networks  Admission Control  Resource Allocation  
A Novel Adaptive NN Prescribed Performance Control for Stochastic Nonlinear Systems Journal article
Shuai Sui, C. L. Philip Chen, Shaocheng Tong. A Novel Adaptive NN Prescribed Performance Control for Stochastic Nonlinear Systems[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 32(7), 3196-3205.
Authors:  Shuai Sui;  C. L. Philip Chen;  Shaocheng Tong
Favorite | TC[WOS]:157 TC[Scopus]:148  IF:10.2/10.4 | Submit date：2021/12/08
Finite-time Performance Function (Ftpf)  Prescribed Performance  Stochastic Systems  Unmodeled Dynamics  
Adaptive Fuzzy Leader-Following Consensus Control for Stochastic Multiagent Systems with Heterogeneous Nonlinear Dynamics Journal article
Ren, Chang-E, Chen, Long, Chen, C. L. Philip. Adaptive Fuzzy Leader-Following Consensus Control for Stochastic Multiagent Systems with Heterogeneous Nonlinear Dynamics[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017, 25(1), 181-190.
Authors:  Ren, Chang-E;  Chen, Long;  Chen, C. L. Philip
Favorite | TC[WOS]:115 TC[Scopus]:120  IF:10.7/9.7 | Submit date：2018/10/30
Adaptive Fuzzy Control  Consensus Control  Nonlinear Dynamics  Stochastic Multiagent Systems  
Adaptive fuzzy leader-following consensus control for stochastic multi-agent systems with heterogeneous nonlinear dynamics Journal article
Ren, C-E, Chen, L., Chen, C. L.. Adaptive fuzzy leader-following consensus control for stochastic multi-agent systems with heterogeneous nonlinear dynamics[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 1-10.
Authors:  Ren, C-E;  Chen, L.;  Chen, C. L.
Favorite |   IF:10.7/9.7 | Submit date：2022/07/27
consensus control  Stochastic multi-agent systems  nonlinear dynamics  leader-following consensus control  adaptive fuzzy control  leader-following consensus  
Adaptive NN control for a class of stochastic nonlinear systems with unmodeled dynamics using DSC technique Journal article
Li Z., Li T., Miao B., Chen C.L.P.. Adaptive NN control for a class of stochastic nonlinear systems with unmodeled dynamics using DSC technique[J]. Neurocomputing, 2015, 149(Part A), 142-150.
Authors:  Li Z.;  Li T.;  Miao B.;  Chen C.L.P.
Favorite | TC[WOS]:27 TC[Scopus]:29 | Submit date：2019/02/11
Dynamic Surface Control  Input-to-state Practical Stability  Neural Network  Small-gain Theorem  Stochastic Nonlinear System  Unmodeled Dynamics  
The probabilistic solution of nonlinear Euler-Bernoulli beam excited by Poisson white noise Conference proceedings
Beijing,China, 2012-8
Authors:  Guo-Kang Er
Favorite |  | Submit date：2019/06/11
Nonlinear Stochastic Dynamics  Multi-degree-of-freedom Systems  Fokker-planck Equation  Poisson White Noise  
Methodology for the solutions of some reduced Fokker-Planck equations in high dimensions Journal article
Er G.K.. Methodology for the solutions of some reduced Fokker-Planck equations in high dimensions[J]. Annalen der Physik (Leipzig), 2011, 523(3), 247.
Authors:  Er G.K.
Favorite | TC[WOS]:71 TC[Scopus]:75 | Submit date：2018/10/30
Fokker-planck Equation  Large-scale Systems  Nonlinear Stochastic Dynamics  State Space Split.