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Monte Carlo fPINNs: Deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 400, 页码: 17
Authors:  Guo, Ling;  Wu, Hao;  Yu, Xiaochen;  Zhou, Tao
Favorite  |  View/Download：4/0  |  Submit date：2023/02/07
Physics -informed neural networks  Fractional Laplacian  Nonlocal operators  Uncertainty quantification  
Composite Control Design for Systems With Uncertainties and Noise Using Combined Extended State Observer and Kalman Filter 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 4, 页码: 4119-4128
Authors:  Sun, Hao;  Madonski, Rafal;  Li, Shihua;  Zhang, Ya;  Xue, Wenchao
Favorite  |  View/Download：71/0  |  Submit date：2022/04/02
Observers  Noise measurement  Steady-state  Kalman filters  Tuning  Measurement uncertainty  Estimation error  Composite control  disturbance rejection  extended state observer (ESO)  Kalman filter (KF)  sensor noise  
Kernel Averaging Estimators 期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2021, 页码: 13
Authors:  Zhu, Rong;  Zhang, Xinyu;  Wan, Alan T. K.;  Zou, Guohua
Favorite  |  View/Download：67/0  |  Submit date：2022/04/02
Asymptotic optimality  Cross-validation  Kernel estimation  Model average  Nonparametric regression  
Forecasting Tourism Demand With a New Time-Varying Forecast Averaging Approach 期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 19
Authors:  Sun, Yuying;  Zhang, Jian;  Li, Xin;  Wang, Shouyang
Favorite  |  View/Download：59/0  |  Submit date：2022/04/02
forecast combination  nonparametric estimation  structural changes  tourism demand  time-varying jackknife model averaging  
An Implicit Function-Based Adaptive Control Scheme for Noncanonical-Form Discrete-Time Neural-Network Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 12, 页码: 5728-5739
Authors:  Zhang, Yanjun;  Tao, Gang;  Chen, Mou;  Chen, Wen;  Zhang, Zhengqiang
Favorite  |  View/Download：68/0  |  Submit date：2022/04/02
Adaptive control  Uncertainty  Nonlinear systems  Adaptation models  Asymptotic stability  Stability analysis  Adaptive control  asymptotic output tracking  discrete time (DT)  implicit function  noncanonical form  
A Gaussian Process Emulator Based Approach for Bayesian Calibration of a Functional Input 期刊论文
TECHNOMETRICS, 2021, 页码: 13
Authors:  Li, Zhaohui;  Tan, Matthias Hwai Yong
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Bayesian calibration  Dimension reduction  Functional input  Sequential design  
On observability analysis and observer design for a class of nonlinear uncertain systems with general elastic vibration dynamics 期刊论文
ASIAN JOURNAL OF CONTROL, 2021, 页码: 12
Authors:  Zhang, Xiaoyan;  Xue, Wenchao;  Zhao, Yanlong
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active disturbance rejection control  general extended state observer  observability analysis  rigid-flexible coupling  uncertainty estimation  
Enhanced empirical likelihood estimation of incubation period of COVID-19 by integrating published information 期刊论文
STATISTICS IN MEDICINE, 2021, 页码: 17
Authors:  Jiang, Zhongfeng;  Yang, Baoying;  Qin, Jing;  Zhou, Yong
Favorite  |  View/Download：59/0  |  Submit date：2021/10/26
augmented log‐  empirical likelihood  COVID‐  19  incubation period  meta‐  analysis  Wilks&apos  theorem  
Generalized observability analysis and observer design for a class of systems with multiple uncertain dynamics and measurement biases 期刊论文
SYSTEMS & CONTROL LETTERS, 2021, 卷号: 150, 页码: 10
Authors:  Zhang, Xiaocheng;  Xue, Wenchao;  Chen, Sen;  Fang, Haitao
Favorite  |  View/Download：85/0  |  Submit date：2021/06/01
Observability  Uncertainty  Biased measurement  Estimation error  
Distributed Design of Robust Kalman Filters Over Corrupted Channels 期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 卷号: 69, 页码: 2422-2434
Authors:  He, Xingkang;  Johansson, Karl Henrik;  Fang, Haitao
Favorite  |  View/Download：61/0  |  Submit date：2021/10/26
Kalman filters  Noise measurement  Temperature measurement  Uncertainty  Temperature sensors  Symmetric matrices  Pollution measurement  Sensor network  distributed filtering  robust Kalman filter  corrupted channel