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StocIPNet: A novel probabilistic interpretable network with affine-embedded reparameterization layer for high-dimensional stochastic inverse problems Journal article
Mo, Jiang, Yan, Wang Ji. StocIPNet: A novel probabilistic interpretable network with affine-embedded reparameterization layer for high-dimensional stochastic inverse problems[J]. Mechanical Systems and Signal Processing, 2024, 220, 111623.
Authors:  Mo, Jiang;  Yan, Wang Ji
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.9/8.0 | Submit date：2024/08/05
Deep Learning  Model Updating  Reparameterization Trick  Stochastic Inverse Problems  Structural Health Monitoring  
Review on smartphone sensing technology for structural health monitoring Review article
2023
Authors:  Sarmadi, Hassan;  Entezami, Alireza;  Yuen, Ka Veng;  Behkamal, Bahareh
Favorite | TC[WOS]:26 TC[Scopus]:35  IF:5.2/4.8 | Submit date：2024/01/02
Civil Structures  Computer Vision  Crowdsourcing  Internet-of-things  Sensing Technology  Smartphone  Smartphone Apps  Structural Health Monitoring  Vibration  
Bayesian Real-Time System Identification: From Centralized to Distributed Approach Book
Huang, Ke, Yuen, Ka Veng. Bayesian Real-Time System Identification: From Centralized to Distributed Approach[M]. Singapore:Springer, 2023, 276.
Authors:  Huang, Ke;  Yuen, Ka Veng
Favorite | TC[Scopus]:3 | Submit date：2024/01/10
Bayesian Inference  Centralized Identification  Distributed Identification  Model Class Selection  Parameter Estimation  Real-time System Identification  Structural Health Monitoring  
A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods Journal article
Mohammad Hassan Daneshvar, Hassan Sarmadi, Ka-Veng Yuen. A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods[J]. MEASUREMENT, 2023, 208, 112465.
Authors:  Mohammad Hassan Daneshvar;  Hassan Sarmadi;  Ka-Veng Yuen
Favorite | TC[WOS]:15 TC[Scopus]:22  IF:5.2/4.8 | Submit date：2023/02/22
Dictionary Learning  Environmental Variability  Hybrid Learning  Local Learning  Structural Health Monitoring  Unsupervised Learning  
Developing a prediction model for segment joint opening in an underwater shield tunnel Journal article
Liu, Jin Quan, Yuen, Ka Veng, Ke, Jin Fu, Chen, Wei Zhong. Developing a prediction model for segment joint opening in an underwater shield tunnel[J]. Marine Georesources and Geotechnology, 2023, 41(2), 132 - 141.
Authors:  Liu, Jin Quan;  Yuen, Ka Veng;  Ke, Jin Fu;  Chen, Wei Zhong
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:2.0/2.5 | Submit date：2022/05/13
Bmcs Method  Probability  Segment Joint Opening  Structural Health Monitoring  Underwater Shield Tunnel  
Displacement Estimation for Nonlinear Structures Using Seismic Acceleration Response Data Journal article
Pan, Haoran, Yuen, Ka Veng, Kusunoki, Koichi. Displacement Estimation for Nonlinear Structures Using Seismic Acceleration Response Data[J]. Journal of Earthquake Engineering, 2023, 27(1), 102 - 120.
Authors:  Pan, Haoran;  Yuen, Ka Veng;  Kusunoki, Koichi
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:2.5/2.9 | Submit date：2022/05/13
Building  Displacement  Extended Kalman Filter  Seismic Response  Structural Health Monitoring  System Identification  
Damage detection, quantification, and localization for resonant metamaterials using physics-based and data-driven methods Journal article
Zhu,Yi Chen, Cantero Chinchilla,Sergio, Meng,Han, Yan,Wang Ji, Chronopoulos,Dimitrios. Damage detection, quantification, and localization for resonant metamaterials using physics-based and data-driven methods[J]. Structural Health Monitoring, 2023, 22(5), 3338-3355.
Authors:  Zhu,Yi Chen;  Cantero Chinchilla,Sergio;  Meng,Han;  Yan,Wang Ji;  Chronopoulos,Dimitrios
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.7/6.8 | Submit date：2023/08/03
Damage Identification  Metamaterials  Quantification  Resonators  Structural Health Monitoring  Vibration  
Estimation of time-varying noise parameters for unscented Kalman filter Journal article
Yuen, Ka Veng, Liu, Yu Song, Yan, Wang Ji. Estimation of time-varying noise parameters for unscented Kalman filter[J]. Mechanical Systems and Signal Processing, 2022, 180, 109439.
Authors:  Yuen, Ka Veng;  Liu, Yu Song;  Yan, Wang Ji
Favorite | TC[WOS]:12 TC[Scopus]:16  IF:7.9/8.0 | Submit date：2022/08/02
Bayesian Inference  Noise Covariance Matrices  Structural Health Monitoring  System Identification  Unscented Kalman Filter  
A statistical influence line identification method using Bayesian regularization and a polynomial interpolating function Journal article
Zhi-Wei Chen, Long Zhao, Wang-Ji Yan, Ka-Veng Yuen, Chen Wu. A statistical influence line identification method using Bayesian regularization and a polynomial interpolating function[J]. Structural Control & Health Monitoring, 2022, 29(11), e3080.
Authors:  Zhi-Wei Chen;  Long Zhao;  Wang-Ji Yan;  Ka-Veng Yuen;  Chen Wu
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:4.6/5.5 | Submit date：2022/08/29
Bayesian Analysis  Bil Identification  Regularization Technique  Structural Health Monitoring  Uncertainty Quantification  
Guided waves-based damage identification in plates through an inverse Bayesian process Journal article
Wu, W., Malik, M. K., Cantero-Chinchilla, S., Lawrie, T., Yan, W. J., Tanner, G., Remenyte-Prescott, R., Chronopoulos, D.. Guided waves-based damage identification in plates through an inverse Bayesian process[J]. Ultrasonics, 2022, 125, 106773.
Authors:  Wu, W.;  Malik, M. K.;  Cantero-Chinchilla, S.;  Lawrie, T.;  Yan, W. J.; et al.
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:3.8/3.7 | Submit date：2022/08/02
Bayesian Inference  Damage Identification  Digital Twins  Guided Waves  Structural Health Monitoring