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PC-Kriging-powered parallelizing Bayesian updating for stochastic vehicle-track dynamical system with contact force measurements and Gaussian process discrepancy model Journal article
Yan, Wang Ji, Zhan, Jiang Zheng, Yuen, Ka Veng, Ren, Wei Xin, Papadimitriou, Costas. PC-Kriging-powered parallelizing Bayesian updating for stochastic vehicle-track dynamical system with contact force measurements and Gaussian process discrepancy model[J]. Engineering Structures, 2024, 318, 118578.
Authors:  Yan, Wang Ji;  Zhan, Jiang Zheng;  Yuen, Ka Veng;  Ren, Wei Xin;  Papadimitriou, Costas
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/5.8 | Submit date：2024/08/30
Bayesian Inference  High-speed Railway  Metamodel  Model Updating  Vehicle-track Coupling Dynamical System  
A hierarchical Bayesian modeling framework for identification of Non-Gaussian processes Journal article
Ping, Menghao, Jia, Xinyu, Papadimitriou, Costas, Han, Xu, Jiang, Chao, Yan, Wang Ji. A hierarchical Bayesian modeling framework for identification of Non-Gaussian processes[J]. Mechanical Systems and Signal Processing, 2024, 208, 110968.
Authors:  Ping, Menghao;  Jia, Xinyu;  Papadimitriou, Costas;  Han, Xu;  Jiang, Chao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.9/8.0 | Submit date：2024/02/22
Hierarchical Bayesian Modeling Framework  Improved Orthogonal Series Expansion  Model Class Selection  Non-gaussian Pdf Estimation  Non-gaussian Process  Polynomial Chaos Expansion  
A hierarchical Bayesian framework embedded with an improved orthogonal series expansion for Gaussian processes and fields identification Journal article
Ping, Menghao, Jia, Xinyu, Papadimitriou, Costas, Han, Xu, Jiang, Chao, Yan, Wangji. A hierarchical Bayesian framework embedded with an improved orthogonal series expansion for Gaussian processes and fields identification[J]. Mechanical Systems and Signal Processing, 2023, 187, 109933.
Authors:  Ping, Menghao;  Jia, Xinyu;  Papadimitriou, Costas;  Han, Xu;  Jiang, Chao; et al.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:7.9/8.0 | Submit date：2023/04/03
Hierarchical Bayesian Framework  Gaussian Processes Or Fields  Improved Orthogonal Series Expansion  Model Class Selection  Structural Dynamics  
An analytically tractable solution for hierarchical Bayesian model updating with variational inference scheme Journal article
Jia, Xinyu, Yan, Wang Ji, Papadimitriou, Costas, Yuen, Ka Veng. An analytically tractable solution for hierarchical Bayesian model updating with variational inference scheme[J]. Mechanical Systems and Signal Processing, 2023, 189, 110060.
Authors:  Jia, Xinyu;  Yan, Wang Ji;  Papadimitriou, Costas;  Yuen, Ka Veng
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:7.9/8.0 | Submit date：2023/02/28
Structural Dynamics  Hierarchical Bayesian Modelling  Variational Inference  Model Updating  Response Predictions  
Monitoring gross vehicle weight with a probabilistic and influence line-free bridge weight-in-motion scheme based on a transmissibility-like index Journal article
Yan, Wang Ji, Hao, Teng Teng, Yuen, Ka Veng, Papadimitriou, Costas. Monitoring gross vehicle weight with a probabilistic and influence line-free bridge weight-in-motion scheme based on a transmissibility-like index[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 177, 109133.
Authors:  Yan, Wang Ji;  Hao, Teng Teng;  Yuen, Ka Veng;  Papadimitriou, Costas
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.9/8.0 | Submit date：2022/05/13
Bayesian Analysis  Bridge Weight-in-motion  Influence Line  Moving Loads  Transmissibility  
Robust optimised design of 3D printed elastic metastructures: A trade-off between complexity and vibration attenuation Journal article
Cantero-Chinchilla, Sergio, Fabro, Adriano T., Meng, Han, Yan, Wang Ji, Papadimitriou, Costas, Chronopoulos, Dimitrios. Robust optimised design of 3D printed elastic metastructures: A trade-off between complexity and vibration attenuation[J]. Journal of Sound and Vibration, 2022, 529, 116896.
Authors:  Cantero-Chinchilla, Sergio;  Fabro, Adriano T.;  Meng, Han;  Yan, Wang Ji;  Papadimitriou, Costas; et al.
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:4.3/4.3 | Submit date：2022/05/13
Metamaterials  Robust Optimisation  Uncertainty  Wave Propagation  
A fast Bayesian inference scheme for identification of local structural properties of layered composites based on wave and finite element-assisted metamodeling strategy and ultrasound measurements Journal article
Wang-Ji Yan, Dimitrios Chronopoulos, Sergio Cantero-Chinchilla, Ka-Veng Yuen, Costas Papadimitriou. A fast Bayesian inference scheme for identification of local structural properties of layered composites based on wave and finite element-assisted metamodeling strategy and ultrasound measurements[J]. Mechanical Systems and Signal Processing, 2020, 143, 106802.
Authors:  Wang-Ji Yan;  Dimitrios Chronopoulos;  Sergio Cantero-Chinchilla;  Ka-Veng Yuen;  Costas Papadimitriou
Favorite | TC[WOS]:23 TC[Scopus]:24  IF:7.9/8.0 | Submit date：2021/03/09
Ultrasonic Guided Waves  Wave And Finite Element  Bayesian Analysis  Composite Structure  Uncertainty Quantification  Metamodeling  
Bayesian inference for damage identification based on analytical probabilistic model of scattering coefficient estimators and ultrafast wave scattering simulation scheme Journal article
Wang-Ji Yan, Dimitrios Chronopoulos, Costas Papadimitriou, Sergio Cantero-Chinchilla, Guo-Shu Zhu. Bayesian inference for damage identification based on analytical probabilistic model of scattering coefficient estimators and ultrafast wave scattering simulation scheme[J]. Journal of Sound and Vibration, 2020, 468(115083).
Authors:  Wang-Ji Yan;  Dimitrios Chronopoulos;  Costas Papadimitriou;  Sergio Cantero-Chinchilla;  Guo-Shu Zhu
Favorite | TC[WOS]:50 TC[Scopus]:53  IF:4.3/4.3 | Submit date：2021/03/11
Ultrasonic Guided Waves  Damage Identification  Bayesian Analysis  Wave Finite Elements  Uncertainty Quantification  Surrogate Model  
Bayesian inference for damage identification based on analytical probabilistic model of scattering coefficient estimators and ultrafast wave scattering simulation scheme Journal article
Yan WJ(顏王吉), Dimitrios Chronopoulos, Costas Papadimitriou, Sergio Cantero-Chinchilla, Guo-Shu Zhu. Bayesian inference for damage identification based on analytical probabilistic model of scattering coefficient estimators and ultrafast wave scattering simulation scheme[J]. Journal of Sound and Vibration, 2020.
Authors:  Yan WJ(顏王吉);  Dimitrios Chronopoulos;  Costas Papadimitriou;  Sergio Cantero-Chinchilla;  Guo-Shu Zhu
Favorite |   IF:4.3/4.3 | Submit date：2022/08/26
An analytical perspective on Bayesian uncertainty quantification and propagation in mode shape assembly Journal article
Wang-Ji Yan, Costas Papadimitriou, Lambros S. Katafygiotis, Dimitrios Chronopoulos. An analytical perspective on Bayesian uncertainty quantification and propagation in mode shape assembly[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2020, 135, 106376.
Authors:  Wang-Ji Yan;  Costas Papadimitriou;  Lambros S. Katafygiotis;  Dimitrios Chronopoulos
Favorite | TC[WOS]:17 TC[Scopus]:18  IF:7.9/8.0 | Submit date：2021/03/11
Operational Modal Analysis  Mode Shape Assembly  Bayesian Analysis  Uncertainty Propagation  Structural Health Monitoring