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Two-stage Bayesian inference for rail model updating and crack detection with ultrasonic guided wave measurements and advanced wave propagation simulation Journal article
Zhan, Jiang Zheng, Yan, Wang Ji, Wu, Wen, Yuen, Ka Veng, Chronopoulos, Dimitrios. Two-stage Bayesian inference for rail model updating and crack detection with ultrasonic guided wave measurements and advanced wave propagation simulation[J]. Journal of Sound and Vibration, 2025, 599.
Authors:  Zhan, Jiang Zheng;  Yan, Wang Ji;  Wu, Wen;  Yuen, Ka Veng;  Chronopoulos, Dimitrios
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.3/4.3 | Submit date：2025/01/22
Model Updating  Crack Identification  Ultrasonic Guided Waves (Ugws)  Bayesian Inference  Rail Structure  
Real-time Bayesian axle load estimation and structural identification of railway bridges under train loads based on strain monitoring Journal article
Guo, Hou Zuo, Yuen, Ka Veng, Mu, He Qing. Real-time Bayesian axle load estimation and structural identification of railway bridges under train loads based on strain monitoring[J]. Engineering Structures, 2025, 322(B), 119195.
Authors:  Guo, Hou Zuo;  Yuen, Ka Veng;  Mu, He Qing
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/5.8 | Submit date：2025/01/22
Bayesian Estimation  Railway Bridge Weigh-in-motion  Extended Kalman Filter  Structural Identification  
A novel Bayesian framework for time-domain operational multi-setup modal analysis: Theory and parallelization Journal article
Yin, Tao, Yuen, Ka Veng, Zhu, Hong Ping. A novel Bayesian framework for time-domain operational multi-setup modal analysis: Theory and parallelization[J]. Engineering Structures, 2025, 322(B), 119167.
Authors:  Yin, Tao;  Yuen, Ka Veng;  Zhu, Hong Ping
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/5.8 | Submit date：2025/01/22
Operational Modal Analysis  Time Domain  Multiple Measurement Setup  Setup Parallelism  Bayesian Inference  
Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function Journal article
Mei, Ling Feng, Yan, Wang Ji, Yuen, Ka Veng, Beer, Michael. Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function[J]. Mechanical Systems and Signal Processing, 2025, 222, 111767.
Authors:  Mei, Ling Feng;  Yan, Wang Ji;  Yuen, Ka Veng;  Beer, Michael
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.9/8.0 | Submit date：2024/08/30
Damage Detection  Bayesian Nonparametric Model  Truncation-free Full Dirichlet Process Gaussian Mixture Model  Streaming Variational Inference  
Machine learning revealing overlooked conjunction of working volume and mixing intensity in anammox optimization Journal article
Ji, Bohua, Kuok, Sin Chi, Hao, Tianwei. Machine learning revealing overlooked conjunction of working volume and mixing intensity in anammox optimization[J]. Water Research, 2024, 266, 122344.
Authors:  Ji, Bohua;  Kuok, Sin Chi;  Hao, Tianwei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:11.4/12.2 | Submit date：2024/09/03
Anammox Optimization  Bayesian Inference  Velocity Field  Mixing Intensity  Input Power  
Out-of-Distribution Detection of Unknown False Data Injection Attack With Logit-Normalized Bayesian ResNet Journal article
Feng, Guangxu, Lao, Keng Weng, Chen, Ge. Out-of-Distribution Detection of Unknown False Data Injection Attack With Logit-Normalized Bayesian ResNet[J]. IEEE Transactions on Smart Grid, 2024, 15(6), 6005-6017.
Authors:  Feng, Guangxu;  Lao, Keng Weng;  Chen, Ge
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.6/9.6 | Submit date：2024/07/04
Bayes Methods  Bayesian Neural Network  Current Measurement  Deep Learning  Epistemic Uncertainty  False Data Injection Attack  Neural Networks  Out-of-distribution Detection  Training  Uncertainty  Uncertainty Calibration  Vectors  
Bayesian sparse grid (BSG) approach for information salvage in reliability assessment of deteriorating structures Journal article
Li, Long, Xu, Jun, Kuok, Sin Chi. Bayesian sparse grid (BSG) approach for information salvage in reliability assessment of deteriorating structures[J]. Reliability Engineering and System Safety, 2024, 251, 110329.
Authors:  Li, Long;  Xu, Jun;  Kuok, Sin Chi
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:9.4/8.1 | Submit date：2024/08/05
Bayesian Inference  Deteriorating Structures  Information Salvage  Sparse Grid  Time-varying Reliability  
Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification Journal article
Kuok, Sin Chi, Yuen, Ka Veng, Dodwell, Tim, Girolami, Mark. Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification[J]. Knowledge-Based Systems, 2024, 301, 112272.
Authors:  Kuok, Sin Chi;  Yuen, Ka Veng;  Dodwell, Tim;  Girolami, Mark
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/08/05
Bayesian Inference  Broad Bayesian Learning  Imputation  Missing Data  Uncertainty Quantification  
Variational Bayesian Learning Based Localization and Channel Reconstruction in RIS-aided Systems Journal article
Li, Yunfei, Luo, Yiting, Wu, Xianda, Shi, Zheng, Ma, Shaodan, Yang, Guanghua. Variational Bayesian Learning Based Localization and Channel Reconstruction in RIS-aided Systems[J]. IEEE Transactions on Wireless Communications, 2024, 23(9), 11309-11324.
Authors:  Li, Yunfei;  Luo, Yiting;  Wu, Xianda;  Shi, Zheng;  Ma, Shaodan; et al.
Favorite | TC[WOS]:19 TC[Scopus]:18  IF:8.9/8.6 | Submit date：2024/05/16
Bcrb  Channel Estimation  Localization  Reconfigurable Intelligent Surface  Variational Bayesian  
Cognitive State Detection in Task Context Based on Graph Attention Network During Flight Journal article
Wu, Edmond Q., Gao, Yubing, Tong, Wei, Hou, Yuhong, Law, Rob, Zhu, Guangyu. Cognitive State Detection in Task Context Based on Graph Attention Network During Flight[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54(9), 5224-5236.
Authors:  Wu, Edmond Q.;  Gao, Yubing;  Tong, Wei;  Hou, Yuhong;  Law, Rob; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:8.6/8.7 | Submit date：2024/07/04
Attention Network  Bayesian Optimization Method  Cognitive Detection  Graph Structure