{"id":12213,"date":"2021-07-30T22:15:01","date_gmt":"2021-07-30T14:15:01","guid":{"rendered":"https:\/\/www.fst.um.edu.mo\/personal\/?page_id=12213"},"modified":"2026-01-08T01:51:09","modified_gmt":"2026-01-07T17:51:09","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.fst.um.edu.mo\/personal\/wangji-yan\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\t\t
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Book Chapter<\/span><\/h3>
  1. Wang-Ji Yan<\/strong>, Lambros Katafygiotis, Costas Papadimitriou, \u201cFast Bayesian Approach for Stochastic Model Updating Incorporating Modal Information from Multiple Setups\u201d, Chapter 7 in \u201cBayesian Inverse Problems<\/strong><\/em>\u201d, CRC Press Taylor & Francis Group, 2021.<\/span><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Journal Paper (Supervised Students Underlined) <\/span><\/span><\/strong><\/span><\/p>

    1. \u00a0T.T. Hao, <\/span>Wang-Ji Yan<\/strong>*, J.B. Chen, K.V. Yuen\u00a0 (2026)\u00a0 Bayesian Data Assimilation with Time-Varying Multi-Physics-Informed Neural Network for Solving Dimension-Reduced Probability Density Evolution Equation. Reliability Engineering and System Safety<\/strong>, In Press<\/em><\/span><\/p><\/li>

    2. Y.S. Liu<\/span>, Wang-Ji Yan<\/strong>*,\u00a0 et al.\u00a0 (2026)\u00a0 Long-Gauge Strain Wavelet Transmissibility-Guided Uncertainty-Aware Distributed Damage Diagnosis under Moving Loads with Disentangled Representation Learning. Structural Health Monitoring<\/strong>,<\/em> In Press<\/em>.<\/span><\/p><\/li>

    3. LF Mei<\/span>, Wang-Ji Yan<\/strong>*, et al. (2026) Semi-Supervised Damage Classification with Constrained Bayesian Nonparametric Mixture Models and Transmissibility-Guided Knowledge Transfer. Mechanical Systems and Signal Processing<\/strong><\/em> (In Precess).<\/span><\/li>

    4. Y.T. Zhang<\/span>, Wang-Ji Yan<\/strong>*,\u00a0 et al.\u00a0 (2026)\u00a0 Transmissibility Physics-guided Deep Learning Network for Seismic Response Prediction under Limited Domain Knowledge, Sparse Measurements and Unknown Excitations. Earthquake Engineering and Structural Dynamics<\/strong>,<\/em> In Press<\/em>\u00a0<\/span><\/p><\/li>

    5. T.T. Hao<\/span>, Wang-Ji Yan<\/strong>*,\u00a0 et al.\u00a0 (2026)\u00a0 A Model-Free B-WIM Scheme for Simultaneously Identifying Vehicle Axle Load and Spacing with Transmissibility-Like Index. Journal of Sound and Vibration<\/strong>,<\/em> In Press<\/em>.<\/span><\/p><\/li>

    6. J.M. Sun<\/span>, Q. Sun, Wang-Ji Yan*,\u00a0 et al.\u00a0 (2026)\u00a0 Analytical Local Sensitivity Analysis of Frequency Response Function and Transmissibility Function with a View towards Bayesian Damage Detection. Journal of Sound and Vibration<\/strong><\/em>, In Press<\/em>\u00a0<\/span><\/li>
    7. Y.S. Liu<\/span>, Wang-Ji Yan*,\u00a0 et al.\u00a0 (2026)\u00a0 Anomaly Detection for Bridges under Moving Loads with Input-Independent Probabilistic Feature Distance Measure and Extreme Value Theory. Structual Health Monitorig<\/strong><\/em>.\u00a0<\/span><\/li>
    8. L.F. Mei<\/span>,<\/span> Wang-Ji Yan<\/strong>* (2026)\u00a0 DPGIIL: Dirichlet Process-Deep Generative Model-integrated incremental learning for clustering in transmissibility-based online structural anomaly detection. Advanced Engineering Informatics<\/strong> , <\/em>69, p.103926.https:\/\/doi.org\/10.1016\/j.aei.2025.103926<\/a>\u00a0<\/span><\/li>
    9. M.H. Ping<\/span>, Wang-Ji Yan*, et al. (2026)\u00a0 Variational Inference for Hierarchical Bayesian Learning Framework for Model Updating with Non-Stationary Prediction Errors. Reliability Engineering and System Safety<\/strong><\/em> , 69, p.103926.\u00a0https:\/\/doi.org\/10.1016\/j.aei.2025.103926<\/a> \u00a0<\/span><\/li>
    10. Jia, X.*, Hou, W., Cao, S.Z., Wang-Ji Yan<\/strong>* and Papadimitriou, C., 2025. Analytical hierarchical Bayesian modeling framework for model updating and uncertainty propagation utilizing frequency response function data. Computer Methods in Applied Mechanics and Engineering<\/strong><\/em>, 447, p.118341.\u00a0https:\/\/doi.org\/10.1016\/j.cma.2025.118341<\/a><\/span><\/li>
    11. J Mo<\/span>, Wang-Ji Yan<\/strong>*, et al. (2025) Enhancing High-Dimensional Probabilistic Model Updating: A GAN-Inspired Framework with Interpretable Generator and Learnable Discriminator. Computer Methods in Applied Mechanics and Engineering<\/strong><\/em>. 118190.<\/span> https:\/\/doi.org\/10.1016\/j.cma.2025.118190<\/a><\/span><\/li>
    12. J. Mo<\/span>, Wang-Ji Yan<\/strong>*, (2025) Explainable Neural-Networked Variational Inference: A New and Fast Paradigm for Bayesian Analysis in High-Dimensional Inverse Problems, Reliability Engineering & System Safety<\/strong><\/em><\/span>. 264(A), 111337. https:\/\/doi.org\/10.1016\/j.ress.2025.111337<\/a><\/span><\/li>
    13. Y.T. Zhang<\/span>, Wang-Ji Yan<\/strong>*, L.Z. Jiang, K.V. Yuen, et al. (2025) Post-earthquake Residual Track Irregularities Prediction using Wavelet-Packet-Transformation-powered Domain Adaptive Neural Network. Engineering Applications of Artificial Intelligence<\/strong><\/em>, Vol.159, 111695.<\/span> https:\/\/doi.org\/10.1016\/j.engappai.2025.111695<\/a><\/span><\/li>
    14. J. Zeng, H. Chen, Wang-Ji Yan<\/strong>, et al. (2025) Amortized Likelihood-Free Stochastic Model Updating via Conditional Diffusion Model for Structural Health Monitoring, Reliability Engineering & System Safety<\/strong><\/em>. Vol.159, 111926. https:\/\/doi.org\/10.1016\/j.engappai.2025.111695<\/a><\/span><\/li>
    15. T.T. Hao<\/span>, Wang-Ji Yan<\/strong>*, J.B. Chen, et al. (2025) DR-PDE-Net: A Time-Varying Inverse Multi-Physics-Informed Neural Network Paradigm for Solving Dimension-Reduced Probability Density Evolution Equation in Noisy Data Regimes. Computer Methods in Applied Mechanics and Engineering<\/strong><\/em>, Vol.442, 118059.<\/span> https:\/\/doi.org\/10.1016\/j.cma.2024.117490<\/a><\/span><\/li>
    16. M H Ping<\/span>, Wang-Ji Yan<\/strong>*, XY Jia, Costas Papadimitriou, K V Yuen (2025) Learning Non-stationary Model of Prediction Errors with Hierarchical Bayesian Modeling. Reliability Engineering & System Safety<\/strong><\/em>, Vol.433, 111012. https:\/\/doi.org\/10.1016\/j.ress.2025.111012<\/span>\u00a0 <\/span><\/li>
    17. J Zeng, Wang-Ji Yan<\/strong>* (2025). High-Dimensional Bayesian inference for model updating with neural likelihood approximator powered by dimensionality-reducing flow-based generative model. Mechanical Systems and Signal Processing<\/strong><\/em>, 231, p.112688. https:\/\/doi.org\/10.1016\/j.ymssp.2025.112688\u00a0 <\/a><\/span><\/u><\/li>
    18. J Mo<\/u>, Wang-Ji Yan<\/strong>*, K V Yuen, M Beer (2025) Efficient non-probabilistic parallel model updating based on analytical correlation propagation formula and derivative-aware deep neural network metamodel. Computer Methods in Applied Mechanics and Engineering<\/em><\/strong>, Vol.433, 117490.<\/span> https:\/\/doi.org\/10.1016\/j.cma.2024.117490<\/a><\/span><\/li>
    19. LF Mei<\/u>, Wang-Ji Yan<\/strong>*, KV Yuen, M Beer (2025): Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function. Mechanical Systems and Signal Processing, <\/em><\/strong>221, 111767.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2024.111767<\/a><\/span><\/li>
    20. L Zhao, Z.W. Chen and Wang-Ji Yan<\/strong>, 2025. Bayesian sequential multi-measurement updating for interference-resistant bridge influence line identification. Measurement<\/strong><\/em>, p.119083.\u00a0https:\/\/doi.org\/10.1016\/j.measurement.2025.119083<\/a><\/span><\/li>
    21. JZ Zhan<\/u>, Wang-Ji Yan<\/strong>*, W Wu, KV Yuen, D Chronopoulos (2025) Two-stage fast Bayesian inference for rail model updating and crack detection with ultrasonic guided wave measurements and advanced wave propagation simulation. Journal of Sound and Vibration<\/em><\/strong>, Vol.599, 118914. <\/span>https:\/\/doi.org\/10.1016\/j.jsv.2024.118914<\/span><\/a><\/li>
    22. L.L. Zhang<\/span>, Wang-Ji Yan<\/strong>*, et al. (2025) Bayesian emulation for forecasting modal frequencies under multivariate environmental variability with data association metric and incremental updating, Journal of Sound and Vibration<\/strong><\/em>. Vol.614, 118914.<\/span>\u00a0https:\/\/doi.org\/10.1016\/j.jsv.2024.118914\u00a0<\/a><\/span><\/li>
    23. Kuok, S.C., Yao, S.A., Yuen, K.V., Wang-Ji Yan<\/strong> and Girolami, M. (2025). Bayesian generative kernel Gaussian process regression. Mechanical Systems and Signal Processing<\/strong><\/em>, 227, 112395.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2025.112395 <\/a><\/span><\/u><\/li>
    24. LF Mei<\/u>, Wang-Ji Yan*<\/strong>, KV Yuen, Q Wang, H Wang (2025) Uncertainty-aware structural anomaly detection under varying environmental conditions based on Bayesian nonparametric density estimation-guided probabilistic damage index. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering<\/em><\/strong>. 11(2), 04025014. https:\/\/doi.org\/10.1061\/AJRUA6.RUENG-1505<\/a><\/span><\/li>
    25. SH Liu, LZ Jiang, WB Zhou, Wang-Ji Yan<\/strong>, et al. (2025) Evaluation of post-seismic running limits of high-speed railways based on track surface seismic-induced irregularity. Engineering Structures, <\/em><\/strong>326, 119546. https:\/\/doi.org\/10.1016\/j.engstruct.2024.119546<\/a><\/span><\/span><\/li>
    26. K Peng, W Zhou, L Jiang, L Xiong, Wang-Ji Yan<\/strong> (2025) Multimodal fusion hybrid neural network approach for multi-class damage classification in high-speed rail track-bridge systems with multi-parameter. Engineering Structures<\/strong><\/em>, 326, 119546. https:\/\/doi.org\/10.1016\/j.engstruct.2025.119710<\/a><\/span><\/span><\/li>
    27. J. Zhang, Feng, Z., Dai, J., Wang, Y., Hua, X. and Wang-Ji Yan<\/strong> (2025) Bayesian approach for damping identification of stay cables under vortex-induced vibrations. Structural Control and Health Monitoring<\/strong><\/em>, 2025(1), 5532528. https:\/\/doi.org\/10.1155\/stc\/5532528<\/span> <\/a><\/span><\/li>
    28. Wang-Ji Yan<\/strong>*, JZ Zhan, KV Yuen, WX Ren, C Papadimitriou (2024) PC-Kriging-powered parallelizing Bayesian updating for stochastic vehicle-track dynamical system with contact force measurements and Gaussian process discrepancy model. Engineering Structures<\/em><\/strong>, 318, 118578.<\/span> https:\/\/doi.org\/10.1016\/j.engstruct.2024.118578<\/a><\/span><\/u><\/li>
    29. J Mo<\/u>, Wang-Ji Yan*<\/strong> (2024) StocIPNet: A novel probabilistic interpretable network with affine-embedded reparameterization layer for high-dimensional stochastic inverse problems. Mechanical Systems and Signal Processing,<\/em><\/strong>220, 111623.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2024.111623<\/a><\/span><\/u><\/li>
    30. TT Hao<\/u>, Wang-Ji Yan<\/strong>*, JB Chen, TT Sun, KV Yuen (2024) Multi-output multi-physics-informed neural network for learning dimension-reduced probability density evolution equation with unknown spatio-temporal-dependent coefficients. Mechanical Systems and Signal Processing, <\/em><\/strong>221, 111683.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2024.111683<\/a><\/span><\/u><\/li>
    31. YS Liu<\/u>, Wang-Ji Yan*<\/strong>, KV Yuen, WH Zhou (2024): Element-wise parallel learning for structural distributed damage detection by leveraging physical properties of long-gauge static strain transmissibility under moving loads, Mechanical Systems and Signal Processing,<\/em><\/strong>\u00a0221, 111680.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2024.111680<\/a><\/span><\/u><\/li>
    32. MH Ping<\/u>, XY Jia, C Papadimitriou, X Han, C Jiang, Wang-Ji Yan<\/strong>* (2024): A hierarchical Bayesian modeling framework for identification of Non-Gaussian processes. Mechanical Systems and Signal Processing, <\/em><\/strong>208,110968.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2023.110968<\/a><\/span><\/li>
    33. P Yuen, KV Yuen, M Beer, CS Cai, Wang-Ji Yan<\/strong> (2024) A non-iterative partitioned computational method with the energy conservation property for time-variant dynamic systems. Mechanical Systems and Signal Processing,<\/em><\/strong> Vol.209, 111105.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2023.110830<\/a><\/span><\/u><\/li>
    34. WJ Zhang<\/u>, KV Yuen, Wang-Ji Yan<\/strong> (2024) Active learning aided Bayesian nonparametric general regression for model updating using modal data. Mechanical Systems and Signal Processing, <\/em><\/strong> 204, 110830.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2023.110830<\/a><\/span><\/u><\/li>
    35. WJ Zhang<\/u>, KV Yuen, Wang-Ji Yan<\/strong> (2024) Two\u2010stage nonparametric framework for missing data imputation, uncertainty quantification, and incorporation in system identification. Computer\u2010Aided Civil and Infrastructure Engineering<\/em><\/strong>, 13237.<\/span> https:\/\/doi.org\/10.1111\/mice.13237<\/a><\/span><\/li>
    36. LF Qin, WX Ren, Wang-Ji Yan<\/strong> (2024) Sensitive properties of power spectral density Transmissibility (PSDT) to moving vehicles and structural states in bridge health monitoring. Structural Control and Health Monitoring<\/em><\/strong>, 2024(1), 4695910<\/span>. https:\/\/doi.org\/10.1155\/2024\/4695910<\/a><\/span><\/li>
    37. Z Feng, J Zhang, X Xuan, Y Wang, X Hua, Z Chen, Wang-Ji Yan<\/strong> (2024) Bayesian time domain approach for damping identification and uncertainty quantification in stay cables using free vibration response. Engineering Structures<\/em><\/strong>, Vol.315, 118477.<\/span> https:\/\/doi.org\/10.1111\/mice.13237<\/a><\/span><\/li>
    38. L Zhang, ZC Wang, Q Wei, RY Li, ZD Zhou, Wang-Ji Yan<\/strong>, et al. (2024) A novel fiber Bragg grating-based smart clamp with macro strain measurement: design, modeling, and application to incipient looseness detection. Structural Health Monitoring<\/em><\/strong>, 14759217241245303.<\/span> https:\/\/doi.org\/10.1002\/tal.1297<\/a><\/span><\/u><\/li>
    39. ZC Wang<\/u>, PX Gao, ZD Zhou, AS Tijsseling, YZ Qu, Wang-Ji Yan<\/strong>, et al. (2024) A numerically stable flexural dynamics model of complex multi-span fluid-conveying pipes with flexible components and its application to clamp stiffness identification. Thin-Walled Structures<\/em><\/strong>, 111488.<\/span> https:\/\/doi.org\/10.1002\/tal.1297<\/a><\/span><\/li>
    40. Wang-Ji Yan<\/strong>, Mei, L.F., Mo, J., Papadimitriou, C., Yuen, K.V. and Beer, M. (2024). Navigating Uncertainties in Machine Learning for Structural Dynamics: A Comprehensive Review of Probabilistic and Non-Probabilistic Approaches in Forward and Inverse Problems.<\/span> arXiv preprint arXiv:2408.08629<\/a><\/span><\/li>
    41. SH Li, LZ Jiang, WB Zhou, Wang-Ji Yan<\/strong>, et al. (2024) Study on the equivalent coefficients of seismic-induced track dynamic irregularities based on post-seismic running performance. Structures<\/em><\/strong>, Vol.68, 107225.<\/span> https:\/\/doi.org\/10.1016\/j.istruc.2024.107225<\/a><\/span><\/u><\/li>
    42. LF Mei<\/u>, Wang-Ji Yan<\/strong>*, KV Yuen, WX Ren, M Beer (2023) Transmissibility-based damage detection with hierarchical clustering enhanced by multivariate probabilistic distance accommodating uncertainty and correlation. Mechanical Systems and Signal Processing,<\/em><\/strong>202, 11072.<\/span> https:\/\/10.1016\/j.ymssp.2023.110702<\/a><\/span><\/u><\/li>
    43. XA Yan<\/u>, Wang-Ji Yan*<\/strong>, YD Xu, KV Yuen (2023) Multi-sensor fault diagnosis based on adaptive multivariate feature mode decomposition and multi-attention fusion residual convolutional neural network. Mechanical Systems and Signal Processing,<\/em><\/strong>202, 110664.<\/span> https:\/\/10.1016\/j.ymssp.2023.110664<\/a><\/span><\/u><\/li>
    44. ZC Wang<\/u>, Wang-Ji Yan<\/strong>*, KV Yuen (2023) A transfer matrix method-based closed-form solution of sensitivities of dynamic properties and FRF for multi-span pipes under complex boundary conditions. Mechanical Systems and Signal Processing,<\/em><\/strong>198, 110428.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2023.110428<\/a><\/span><\/u><\/li>
    45. XY Jia<\/u>, Wang-Ji Yan<\/strong>*, C Papadimitriou, KV Yuen (2023) An analytically tractable solution for hierarchical Bayesian model updating with variational inference scheme. Mechanical Systems and Signal Processing, <\/em><\/strong> 189, 110060.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2022.110060<\/a><\/span><\/u><\/li>
    46. J Mo<\/u>, Wang-Ji Yan<\/strong>*, KV Yuen, Michael Beer (2023) Efficient inner-outer decoupling scheme for non-probabilistic model updating with high dimensional model representation and Chebyshev approximation. Mechanical Systems and Signal Processing,<\/em><\/strong> 188, 110040.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2022.110040<\/a><\/span><\/u><\/li>
    47. Q Sun<\/u>, Wang-Ji Yan*<\/strong>, WX Ren, et al. (2023) Quantification of statistical error in the estimate of strain power spectral density transmissibility for operational strain modal analysis. Structural Control and Health Monitoring,<\/em><\/strong> 2023(1), 6661720<\/span>. https:\/\/www.hindawi.com\/journals\/schm\/2023\/6661720\/<\/a><\/span><\/u><\/li>
    48. MH Ping<\/u>, XY Jia, C Papadimitriou, X Han, C Jiang, Wang-Ji Yan<\/strong> (2023) A hierarchical Bayesian framework embedded with an improved orthogonal series expansion for Gaussian processes and fields identification. Mechanical Systems and Signal Processing,<\/em><\/strong>187, 109933.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2022.109933<\/a><\/span><\/u><\/li>
    49. ZC Wang<\/u>, YZ Qu, Wang-Ji Yan<\/strong>, KV Yuen, et al., (2023) Transfer matrix method-based dynamic model to compensate the pulsating pressure in Strain-based nonintrusive pressure measurement for the L-shaped pipe. Measurements:<\/em><\/strong> Journal of the International Measurement Confederation<\/em><\/strong>, Vol. 218, 113149.<\/span> https:\/\/doi.org\/10.1016\/j.measurement.2023.113149<\/a><\/span><\/u><\/li>
    50. Q Sun<\/u>, C Rainieri, WX Ren, Wang-Ji Yan<\/strong>, G Fabbrocino (2023) Automated operational modal analysis of bell towers subjected to narrowband input, Structures<\/em><\/strong>. Vol.54, 78-88.<\/span> https:\/\/doi.org\/10.1177\/14759217231152434<\/a><\/span><\/li>
    51. KV Yuen, WJ Zhang, Wang-Ji Yan<\/strong> (2023) Bayesian nonparametric general regression with adaptive kernel bandwidth and its application to seismic attenuation. Advanced Engineering Informatics<\/em><\/strong>, Vol.55, 101859.<\/span> https:\/\/doi.org\/10.1016\/j.aei.2022.101859<\/a><\/span><\/li>
    52. YC Zhu, S Cantero-Chinchilla, H Meng, Wang-Ji Yan<\/strong>, D Chronopoulos (2023) Damage detection, quantification and localization for resonant metamaterials using physics-based and data-driven methods, Structural Health Monitoring<\/em><\/strong>, 14759217231152434.<\/span> \u00a0https:\/\/doi.org\/10.1177\/14759217231152434<\/a><\/span><\/li>
    53. W Wu, S Cantero-Chinchilla, Wang-Ji Yan<\/strong>, M Chiachio Ruano, et al. (2023) Damage quantification and identification in structural joints through ultrasonic guided wave-based features and an inverse Bayesian scheme. Sensors<\/em><\/strong>, Vol.23(8), 4160. <\/span>https:\/\/doi.org\/10.3390\/s23084160<\/a><\/span><\/li>
    54. Wang-Ji Yan<\/strong>*, TT Hao, KV Yuen, C Papadimitriou (2022) Monitoring gross vehicle weight with a probabilistic and influence line-free bridge weight-In-motion scheme based on a transmissibility-like index. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.177, 109133.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2022.109133<\/a><\/span><\/li>
    55. KV Yuen*, YS Liu, Wang-Ji Yan<\/strong>* (2022) Estimation of time-varying noise parameters for unscented Kalman filter. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.180, 109439.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2022.109439<\/a><\/span><\/li>
    56. Wang-Ji Yan<\/strong>*, ZQ Feng, W Yang, KV Yuen (2022) Bayesian inference for the dynamic properties of long-span bridges under vortex-induced vibration with Scanlan\u2019s model and dense optical flow scheme. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.174, 109078.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2022.109078<\/a><\/span><\/li>
    57. Wang-Ji Yan<\/strong>*, D Chronopoulos, KV Yuen, YC Zhu (2022) Structural anomaly detection based on probabilistic distance measures of transmissibility function and statistical threshold selection scheme, Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.162, 108009.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2021.108009<\/a><\/span><\/u><\/li>
    58. LF Mei<\/u>, Wang-Ji Yan*<\/strong>, KV Yuen, M Beer (2022) Structural novelty detection Based on Laplace asymptotic expansion of the Bhattacharyya distance of transmissibility function and Bayesian resampling scheme. Journal of Sound and Vibration<\/em><\/strong>, Vol.540, 117277.<\/span> https:\/\/doi.org\/10.1016\/j.jsv.2022.117277<\/a><\/span><\/u><\/li>
    59. XA Yan<\/u>, Wang-Ji Yan<\/strong>*, KV Yuen, Z Yang, XB Wang (2022) An adaptive variational mode extraction method based on multi-domain and multi-objective optimization for bearing fault diagnosis. Structural Health Monitoring<\/em><\/strong>, 14759217221133283.<\/span> https:\/\/doi.org\/10.1177\/147592172211332<\/a><\/span><\/li>
    60. ZW Chen*, L Zhao, Wang-Ji Yan*<\/strong>, KV Yuen, C Wu (2022) A statistical influence line identification method using Bayesian regularization and a polynomial interpolating function. Structural Control and Health Monitoring, <\/em><\/strong>Vol.29(11), p.e3080. <\/span> https:\/\/doi.org\/10.1002\/stc.3080<\/a><\/span><\/li>
    61. S Cantero-Chinchilla, AT Fabro, H Men, Wang-Ji Yan<\/strong>, et al., (2022) Robust optimised design of 3D printed elastic metastructures: A trade-off between complexity and vibration attenuation. Journal of Sound and Vibration<\/em><\/strong>, 116896.<\/span> https:\/\/doi.org\/10.1016\/j.jsv.2022.116896<\/a><\/span><\/li>
    62. W Wu, MK Malik, S Cantero-Chinchilla, T Lawrie, Wang-Ji Yan<\/strong>, et al. (2022) Guided waves-based damage identification in plates through an inverse Bayesian process. Ultrasonics<\/em><\/strong>, 106773.<\/span> https:\/\/doi.org\/10.1016\/j.ultras.2022.106773<\/a><\/span><\/li>
    63. ZW Chen, XZ Ruan, KM Liu, Wang-Ji Yan<\/strong>, JT Liu (2022) Fully automated natural frequency identification based on deep-learning-enhanced computer vision and Power Spectral Density Transmissibility, Advance in Structural Engineering<\/em><\/strong>, 13694332221107572.<\/span> https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219455421500681<\/a><\/span><\/li>
    64. Wang-Ji Yan<\/strong>*, SZ Cao, WX Ren, KV Yuen, et al. (2021) Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model, Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.156, 107615.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2021.107615<\/a><\/span><\/u><\/li>
    65. MY Zhao<\/u>, Wang-Ji Yan<\/strong>*, KV Yuen, M Beer (2021) Non-Probabilistic uncertainty quantification for dynamic characterization functions using complex ratio interval arithmetic operation of multidimensional parallelepiped model, Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.156, 107559.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2020.107559 <\/a><\/span><\/u><\/li>
    66. TT Hao<\/u>, CJ Wang, Wang-Ji Yan*<\/strong>, WX Ren, KV Yuen (2021): Experimental investigation on the dynamic responses of vented hydrogen explosion in a 40-foot container. International Journal of Hydrogen Energy<\/em><\/strong>, Vol.46 (36), 19229-19243.<\/span> https:\/\/doi.org\/10.1016\/j.ijhydene.2021.03.066<\/a><\/span><\/u><\/li>
    67. Q Sun<\/u>, Wang-Ji Yan<\/strong>, WX Ren (2021) Analytical investigation into error propagation of power spectral density transmissibility (PSDT) based on coherence function. Journal of Sound and Vibration<\/em><\/strong>, Vol.514, 116429.<\/span> https:\/\/doi.org\/10.1016\/j.jsv.2021.116429<\/a><\/span><\/u><\/li>
    68. ZC Wang<\/u>, MY Liu, Wang-Ji Yan*<\/strong>, et al. (2021) A model-driven scheme to compensate the strain-based non-intrusive dynamic pressure measurement for hydraulic pipe. IEEE Transactions on Instrumentation and Measurement,<\/em><\/strong>70, 1-12.<\/span> https:\/\/ieeexplore.ieee.org\/abstract\/document\/9609983<\/a><\/span><\/li>
    69. ZW Chen, KM Liu, Wang-Ji Yan<\/strong>, WX Ren (2021) Two-stage automated operational modal analysis based on power spectrum density transmissibility and support vector machines, International Journal of Stability and Dynamics, <\/em><\/strong>21(05), 2150068.<\/em><\/strong><\/span> https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219455421500681<\/a><\/span><\/li>
    70. Wang-Ji Yan<\/strong>*, D Chronopoulos, S Cantero-Chinchilla, KV Yuen, C Papadimitriou (2020) 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. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.143, 106802.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2020.106802<\/a><\/span><\/li>
    71. Wang-Ji Yan<\/strong>*, MY Zhao, M Beer, WX Ren, D Chronopoulos (2020) A unified scheme to solving arbitrary complex-valued ratio distribution with application to statistical inference for frequency response functions and transmissibility functions, Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.143, 106802.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2020.106886<\/a><\/span><\/li>
    72. Wang-Ji Yan<\/strong>*, C Papadimitriou, LS Katafygiotis, D Chronopoulos (2020) An analytical perspective on Bayesian uncertainty quantification and propagation in mode shape assembly. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.135, 106376.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2019.106376<\/a><\/span><\/li>
    73. Wang-Ji Yan<\/strong>*, KV Yuen (2020) A new probabilistic frequency-domain approach for influence line extraction from static transmissibility measurements under unknown moving loads, Engineering Structures<\/em><\/strong>, Vol.468, 115083.<\/span> https:\/\/doi.org\/10.1016\/j.engstruct.2020.110625<\/a><\/span><\/li>
    74. Wang-Ji Yan<\/strong>*, D Chronopoulos, C Papadimitriou, S Cantero-Chinchilla (2020) Bayesian inference for damage identification based on analytical probabilistic model of scattering coefficient estimators and ultrafast wave scattering simulation scheme. Journal of Sound and Vibration<\/em><\/strong>, Vol.468, 115083.<\/span> https:\/\/doi.org\/10.1016\/j.jsv.2019.115083<\/a><\/span><\/li>
    75. D Li, Y Wang, Wang-Ji Yan<\/strong>, WX Ren (2020) Acoustic emission wave classification for rail crack monitoring based on synchrosqueezed wavelet transform and multi-branch convolutional neural network, Structural Health Monitoring<\/em><\/strong>, 1475921720922797.<\/span> https:\/\/doi.org\/10.1177\/1475921720922797<\/a><\/span><\/li>
    76. LZ Jiang, J Yu, W Zhou, Wang-Ji Yan<\/strong>, et al. (2020) Applicability analysis of high-speed railway system under the action of near-fault ground motion, Soil Dynamics and Earthquake Engineering<\/em><\/strong>, Vol.139, 106289.<\/span> https:\/\/doi.org\/10.1016\/j.soildyn.2020.106289<\/a><\/span><\/li>
    77. Wang-Ji Yan*, <\/strong>MY Zhao, Q Sun, WX Ren (2019) Transmissibility-based system identification for structural health monitoring: Fundamentals, approaches and applications. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.117, 453-482.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2018.06.053\u00a0<\/a><\/span><\/li>
    78. Wang-Ji Yan*<\/strong>, L Yang, X Yang, WX Ren (2019) Statistical modeling for fast Fourier transform coefficients of operational vibration measurements with non-Gaussianity using complex-valued t distribution. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.132, 293-314.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2019.06.006<\/a><\/span><\/li>
    79. Wang-Ji Yan*<\/strong>, L Katafygiotis (2019) An analytical investigation into the propagation properties of uncertainty in a two-stage fast Bayesian spectral density approach for ambient modal analysis. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.118, 503-533.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2018.08.047<\/a><\/span><\/li>
    80. Wang-Ji Yan<\/strong>, WX Ren (2019) Two notes on circularly-symmetric complex normal ratio distribution for scalar transmissibility functions. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol.133. 106285.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2019.106285<\/a><\/span><\/u><\/li>
    81. Q Sun<\/u>, Wang-Ji Yan,<\/strong> WX Ren (2019) Application of transmissibility measurements to operational modal analysis of railway, highway, and pedestrian cable-stayed bridges, Measurements:<\/em><\/strong> Journal of the International Measurement Confederation<\/em>, <\/strong>148, 106880.<\/span> https:\/\/doi.org\/10.1016\/j.measurement.2019.106880<\/a><\/span><\/li>
    82. Wang-Ji Yan<\/strong>, WX Ren (2018) Generalized proper complex Gaussian ratio distribution and its application to statistical inference for frequency response functions. Journal of Engineering Mechanics<\/em><\/strong>, ASCE<\/em><\/strong>, Vol.144(9), 04018080.<\/span> https:\/\/doi.org\/10.1061\/(ASCE)EM.1943-7889.0001504<\/a><\/span><\/li>
    83. Wang-Ji Yan<\/strong>, WX Ren (2018) Circularly-symmetric complex normal ratio distribution for scalar transmissibility functions. Part III<\/strong>: Application to statistical modal analysis. Mechanical Systems and Signal Processing,<\/em><\/strong>98, 1000-1019.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2017.05.029<\/a><\/span><\/li>
    84. Wang-Ji Yan<\/strong>, HP Wan, WX Ren (2017) Analytical local and global sensitivity of power spectrum density functions for structures subject to stochastic excitation. Computers and Structures<\/em><\/strong>, Vol.182, 325-336.<\/span> https:\/\/doi.org\/10.1016\/j.compstruc.2016.12.005<\/a><\/span><\/li>
    85. Wang-Ji Yan<\/strong>, WX Ren (2017) Commentary discussion of \u2018Numerical methods for evaluating the sensitivity of element modal strain energy\u2019. Finite Elements in Analysis and Design, <\/em><\/strong>137, 40-42.<\/span> https:\/\/doi.org\/10.1016\/j.finel.2017.09.001<\/a><\/span><\/li>
    86. WB Zhou, Wang-Ji Yan*<\/strong> (2017) Refined nonlinear finite element modelling towards ultimate bending moment calculation for concrete composite beams under negative moment. Thin-walled Structures<\/em><\/strong>, Vol.116, 201-211.<\/span> https:\/\/doi.org\/10.1016\/j.tws.2017.02.011<\/a><\/span><\/li>
    87. C Chronopoulos, R Droz, M Apalowo, Ichchou, Wang-Ji Yan<\/strong> (2017) Accurate structural identification for layered composite structures, through a wave and finite element scheme. Composite Structures<\/em><\/strong>, Vol.182, 566-578. <\/span>https:\/\/doi.org\/10.1016\/j.compstruct.2017.09.062<\/a><\/span><\/li>
    88. Wang-Ji Yan<\/strong>, WX Ren (2016) Circularly-symmetric complex normal ratio distribution for scalar transmissibility functions. Part II<\/strong>: Probabilistic models and validation. Mechanical Systems and Signal Processing,<\/em><\/strong>80, 78-98.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2016.02.068<\/a><\/span><\/li>
    89. Wang-Ji Yan<\/strong>, WX Ren (2016) Circularly-symmetric complex normal ratio distribution for scalar transmissibility functions. Part I<\/strong>: Fundamentals. Mechanical Systems and Signal Processing<\/em><\/strong>, Vol. 80, 58-77.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2016.02.052<\/a><\/span><\/li>
    90. Wang-Ji Yan*<\/strong>, L Katafygiotis (2016) Application of transmissibility matrix and random matrix to Bayesian system identification with response measurements only. Smart Materials and Structures<\/em><\/strong>, 25, 105017.<\/span> https:\/\/doi.org\/10.1088\/0964-1726\/25\/10\/105017<\/a><\/span><\/li>
    91. Wang-Ji Yan<\/strong>, ZQ Feng, WX Ren (2016) New insights into coherence analysis with a view towards extracting structural natural frequencies under operational conditions. Measurement:<\/em><\/strong> Journal of the International Measurement Confederation<\/em><\/strong>, Vol.77, 187-202.<\/span> https:\/\/doi.org\/10.1016\/j.measurement.2015.08.038<\/a><\/span><\/li>
    92. WB Zhou, SJ Li, Wang-Ji Yan*<\/strong> (2016) Practical formulas towards distortional buckling failure analysis for steel-concrete composite beams. Structural Design of Tall and Special Buildings<\/em><\/strong>, Vol.25(18),1055-1072.<\/span> https:\/\/doi.org\/10.1002\/tal.1297<\/a><\/span><\/li>
    93. JR Zhang, HY Ma, Wang-Ji Yan<\/strong>, ZJ Li (2016) Defect detection and location in switch rails by acoustic emission and Lamb wave analysis: A feasibility study. Applied Acoustics<\/em><\/strong>, Vol.105, 67-74<\/span>. https:\/\/doi.org\/10.1016\/j.apacoust.2015.11.018<\/a><\/span><\/li>
    94. Wang-Ji Yan*<\/strong>, L Katafygiotis (2015) A two-stage fast Bayesian spectral density approach for ambient modal analysis. Part II<\/strong>: mode shape assembly and case studies. Mechanical System and Signal Processing<\/em><\/strong>, Vol.54, 156-171.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2014.08.016<\/a><\/span><\/li>
    95. Wang-Ji Yan*<\/strong>, L Katafygiotis (2015) A two-stage fast Bayesian spectral density approach for ambient modal analysis. Part I<\/strong>: posterior most probable value and uncertainty. Mechanical System and Signal Processing<\/em><\/strong>, Vol.54, 139-155.<\/span> https:\/\/doi.org\/10.1016\/j.ymssp.2014.07.027<\/a><\/span><\/li>
    96. Wang-Ji Yan*<\/strong>, L Katafygiotis (2015) A novel Bayesian approach for structural model updating utilizing statistical modal information from multiple setups. Structural Safety<\/em><\/strong>, Vol.52, 260-271.<\/span> https:\/\/doi.org\/10.1016\/j.strusafe.2014.06.004<\/a><\/span><\/li>
    97. Wang-Ji Yan<\/strong>, WX Ren (2015) An enhanced power spectral density transmissibility (EPSDT) approach for operational modal analysis: theoretical and experimental investigation. Engineering Structures<\/em><\/strong>, Vol.102, 108-119.<\/span> https:\/\/doi.org\/10.1016\/j.engstruct.2015.08.009<\/a><\/span><\/li>
    98. Wang-Ji Yan<\/strong> and Wei-Xin Ren (2014) A closed-form of modal flexibility sensitivity and its application in structural damage detection. Journal of Vibration and Control<\/em><\/strong>, Vol.20, No.12, pp.1816-1830. <\/span>https:\/\/doi.org\/10.1177\/1077546313476724<\/a><\/span><\/li>
    99. Wang-Ji Yan<\/strong>, WX Ren (2013) Use of continuous wavelet transmissibility for operational modal identification. Journal of Structural Engineering, ASCE<\/em><\/strong>, Vol.139(9), 1444-1456.<\/span> https:\/\/doi.org\/10.1061\/(ASCE)ST.1943-541X.0000711<\/a><\/span><\/li>
    100. WX Ren, XX Xu, Wang-Ji Yan<\/strong> (2013) Operational modal parameter identification based on covariance-driven continuous wavelet transform and singular value decomposition. Advances in Structural Engineering<\/em><\/strong>, Vol.16(3), 579-591.<\/span> https:\/\/doi.org\/10.1260\/1369-4332.16.3.579<\/a><\/span><\/li>
    101. Wang-Ji Yan<\/strong>, WX Ren (2012) Statistical structural damage detection based on the closed-form of element modal strain energy sensitivity. Mechanical System and Signal Processing<\/em><\/strong>, Vol.28, pp.183-194<\/span>. https:\/\/doi.org\/10.1016\/j.ymssp.2011.04.011<\/a><\/span><\/li>
    102. Wang-Ji Yan<\/strong>, WX Ren (2012) Operational modal parameter identification from power spectrum density transmissibility. Computer-Aided Civil and Infrastructure Engineering<\/em><\/strong>, Vol.27(3), 202-217.<\/span> https:\/\/doi.org\/10.1111\/j.1467-8667.2011.00735.x<\/a><\/span><\/li>
    103. Wang-Ji Yan<\/strong>, WX Ren (2011) A direct algebraic method to calculate the sensitivity of element modal strain energy. International Journal for Numerical Methods in Biomedical Engineering<\/em><\/strong>, Vol.27(5), 694-710.<\/span> https:\/\/doi.org\/10.1002\/cnm.1322<\/a><\/span><\/li>
    104. Wang-Ji Yan<\/strong>, TL Huang, WX Ren (2010) Damage detection method based on element modal strain energy sensitivity. Advances in Structural Engineering<\/em><\/strong>, Vol.13(6), 1075-1088. <\/span>https:\/\/doi.org\/10.1260\/1369-4332.13.6.1075<\/a><\/span><\/li>
    105. WX Ren, CC Su, Wang-Ji Yan<\/strong> (2010) Dynamic modeling and analysis of arch bridges using beam-arch segment assembly. Computer Modeling in Engineering & Science, <\/em><\/strong>70(1), 67.<\/span> https:\/\/www.techscience.com\/CMES\/v70n1\/26791<\/a><\/span><\/u><\/li>
    106. Teng-Teng Hao<\/u>, Chang-Jian Wang, Wang-Ji Yan*<\/strong>, Wei-Xin Ren (2020) Structural dynamical characteristics induced by vented hydrogen explosion. Explosion and Shock Waves<\/em><\/strong>, 40(6): 065401-1-12.<\/span> http:\/\/www.bzycj.cn\/cn\/article\/doi\/10.11883\/bzycj-2019-0412?viewType=HTML<\/a><\/span><\/u><\/li>
    107. Qian Sun<\/u>, Wang-Ji Yan<\/strong>, Wei-Xin Ren (2019) Application of PSDT for modal analyis of bridge engineering. Chinese Journal of Highway and Transportation<\/em><\/strong>, 32 (11), 83-90.<\/span> http:\/\/www.cqvip.com\/qk\/96141x\/201911\/7100605447.html<\/a><\/span><\/u><\/li>
    108. Qin Chao<\/u>, Wang-Ji Yan*<\/strong>, Qian Sun, Wei-Xin Ren (2019) Operational modal analysis of bridge engineering based on Bayesian spectral density approach using a variable separation technique. Engineering Mechanics,<\/em><\/strong> 36(10), 212-222.<\/span> http:\/\/engineeringmechanics.cn\/article\/id\/9531<\/a><\/span><\/li>
    109. Wang-Ji Yan<\/strong>, Peng-Peng Wang, Qian Sun, Wei-Xin Ren (2018) Recent advances in system identification using transmissibility function. Engineering Mechanics,<\/em><\/strong> 35(05), pp. 1-9+26.<\/span>\u00a0 http:\/\/www.cqvip.com\/qk\/95324x\/201805\/675212564.html<\/a><\/span><\/u><\/li>
    110. Qian Sun<\/u>, Wang-Ji Yan<\/strong>, Wei-Xin Ren (2017) Operational modal analysis for bridge engineering based on the dynamic transmissibility measurements. Engineering Mechanics, <\/em><\/strong>34(11), 194-201.<\/span>\u00a0 http:\/\/www.cqvip.com\/qk\/95324x\/201711\/673737642.html<\/a><\/span><\/li>
    111. Wang-Ji Yan<\/strong>, Shi-Ze Cao, Wei-Xin Ren (2017) Uncertainty quantification for system identification utilizing the Bayesian theory and its recent advances. Applied Mathematics and Mechanics,<\/em><\/strong> 38(1), pp.1000-0887.\u00a0<\/span> doi: 21656\/1000-0887.370571<\/a><\/span><\/li>
    112. Hua-Ping Wan, Wei-Xin Ren, Wang-Ji Yan<\/strong> (2016) Analytical global sensitivity analysis for uncertainty in structural dynamica properties of bridges, Journal of Vibration Engineering<\/em><\/strong>, 29(3), 429-435.<\/span>\u00a0\u00a0http:\/\/16385\/j.cnki.issn.1004-4523.2016.03.008<\/a><\/span><\/li>
    113. Wang-Ji Yan<\/strong>, Wei-Xin Ren (2010) Sensitivity analysis for elemental modal strain energy based on algebraic method. Journal of Vibration and Shock<\/em><\/strong>, Vol. 29(4), pp.34-39.\u00a0<\/span> http:\/\/www.cqvip.com\/qk\/95775x\/201004\/33650693.html<\/a><\/span><\/li>
    114. Wang-Ji Yan<\/strong>, Wei-Xin Ren (2009) Sensitivity analysis for modal flexibility based on algebraic method. Journal of Railway Science and Technology<\/em><\/strong>, 6(5) pp. 37-41.<\/span>\u00a0http:\/\/19713\/j.cnki.43-1423\/u.2009.05.008<\/a>\u00a0 <\/u><\/span><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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      \n\t\t\t\t
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      Invited Talks
      <\/span><\/h3>
      1. Keynote speech, Structural System Identification in Complex Service Environments Based on Transfer Ratio Functions: Characteristics, Methods, and Applications<\/strong><\/em>, The 6th Jiangsu Province Engineer Association Wind Engineering Academic Conference and International Forum on Monitoring and Controlling Wind Effects on Nearshore Structures, Nantong, November 10, 2024. <\/span><\/li>
      2. Keynote speech, Transmissibility for Structural Operational Modal Identification: Theoretical, Implementation, and Engineering Application<\/strong><\/em>, The 18th National Conference on Modal Analysis and Testing, 2021.\u00a0<\/span> <\/span><\/li>
      3. Invited talk, AI4UQ: Artificial Intelligence for Uncertainty Quantification in System Identification, The 10th National Conference on Structural Vibration Control and Health Monitoring<\/strong><\/em>, Xiamen, November 1-3, 2024. <\/span><\/li>
      4. Invited talk, AI4UQ: Artificial Intelligence for Uncertainty Quantification in Forward and Inverse Problems of Structural Dynamics<\/strong><\/em>, The 12th Cross-Strait University Faculty and Student Seminar on Monitoring and Controlling Civil Engineering, Hangzhou, August 8-10, 2024.<\/span><\/li>
      5. Invited talk, Exploring Some New Bayesian Learning Schemes for Enhanced Structural Model Updating and Damage Detection<\/strong><\/em>, The 4th International Conference on Vulnerability and Risk Analysis and Management (ICVRAM 2024), April 25-28, 2024, Shanghai, China <\/span><\/li>
      6. Invited talk, Transmissibility-based System Identification and Structural Health Monitoring for Structures under Complicated Operational Conditions<\/strong><\/em>, The 9th National Conference on Structural Vibration Control and Health Monitoring, Changsha, July 25, 2023. <\/span><\/li>
      7. Invited talk, Fast Bayesian Model Updating with Advanced Stochastic Simulation, Metamodeling and Distributed Parallelization Strategies<\/strong><\/em>, The 8th International Conference on Vibration Engineering, Shanghai, July 25, 2021. <\/span><\/li>
      8. Invited talk, Structural Health Monitoring based on Transmissibility Function subject to Complicated Environmental and Operational Variability<\/strong><\/em>, The 13th National Conference on Random Vibration Theory and Application, Dalian, March 25, 2023.<\/span><\/li>
      9. Invited talk, Transmissibility-based structural parameter identification for engineering structures subjected to random vibration: theory, practice, and application<\/strong><\/em>, The 12th National Conference on Stochastic Vibration Theory and Application and the 9th National Conference on Stochastic Dynamics, Chongqing, November 28-31, 2020. <\/span><\/li>
      10. Invited talk, Bayesian Inference for Damage Identification based on Ultrafast Wave Scattering Modelling-Assisted Stochastic Simulation Scheme<\/strong><\/em>, The University of Nottingham, September 14, 2019. <\/span><\/li>
      11. Invited talk, Uncertainty Characterization for Frequency Responses and its Application to Uncertainty Quantification & Propagation in Bayesian System Identification<\/strong><\/em>, International Workshop on Data Science in Civil Engineering, June 06, 2019. <\/span><\/li>
      12. Invited short talk, New Challenges of Uncertainty Quantification for Structural System Identification in the Era of Big Data<\/strong><\/em>, The First Academic Seminar for Civil Engineering Young Scholar, TongJi University, December 15-17, 2017. <\/span><\/li>
      13. Invited talk at Xiamen University, Circularly-Symmetric Complex Normal Ratio Distribution for Transmissibility Functions<\/strong><\/em>, The 6th Cross-Strait University Faculty and Student Seminar on Monitoring and Controlling Civil Engineering, Xiamen, August 13-17, 2015. <\/span><\/li><\/ol>

        Patents and Software<\/span><\/h3>
        1. Wang-Ji Yan<\/strong>, Long Yang, Wei-Xin Ren, Qian Sun, Shi-Ze Cao, A structural vibration frequency domain response signal statistical law detection method under environmental excitation, CN201811331486, 2019-04-09.<\/span><\/li>
        2. Wang-Ji Yan<\/strong>, Shi-Ze Cao, Peng-Peng Wang, Wei-Xin Ren, Long Yang, An Algorithm for Modifying Structural Model Parameters Based on Frequency Response Function, ZL201811325598.6<\/span>, 2022-04-19.\u00a0<\/span><\/li>
        3. Ze-Chao Wang, Wang-Ji Yan<\/strong>,\u00a0 Ka-Veng Yuen, An FBG-based Hierarchically Amplified Mechanical Long-gage Strain Transducer with Temperature Compensation,\u00a0 <\/span>CN202111664953.4, 2022.<\/span><\/li>
        4. Teng Teng Hao, Wang-Ji Yan<\/strong>, Xin Yu Jia. (2023) A physical-model-free Bridge Weigh-In-Motion Method and Device. UMPT0583-2023. <\/span><\/li>
        5. Wang-Ji Yan<\/strong>, Hai-Yi Wu, Qian Sun,\u00a0 (2022): Copyright of Operational Modal Analysis Software Based on Power Spectral Density Transmissibility, PolyMAX, and Bayesian Approaches. 2022R11L2336828. <\/span><\/li>
        6. Jiang-Zhen Jiang, Wang-Ji Yan<\/strong>, Xin-Yu Jia, Shi-Ze Cao, (2023): Copyright of Structural Stochastic Model Updating based on\u00a0 Surrogate Model. 2023SR0342711.\u00a0<\/span><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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          Conference Paper<\/span><\/h3>
          1. Wang-Ji Yan<\/strong>,Fast Bayesian Model Updating with Advanced Stochastic Simulation, Metamodeling and Distributed Parallelization Strategies,\u00a0 the 8th International Conference on Vibration Engineering<\/strong><\/em>, Shanghai, China, 24-26 July, 2021.\u00a0<\/span><\/li>
          2. Meng-Yun Zhao, Wang-Ji Yan,<\/strong> Wei-Xin Ren and Michael Beer. Probabilistic modelling for frequency response functions and transmissibility functions with complex ratio statistics, 29th European Safety and Reliability Conference<\/strong><\/em>, Hannover, Germany, 22 – 26 September 2019.<\/span><\/li>
          3. Wang-Ji Yan,<\/strong> Dimitrios Chronopoulos, Structural anomaly detection based on probabilistic metric distance of transmissibility functions, 8th IOMAC-International Operational Modal Analysis Conference<\/strong><\/em>, Copenhagen, Denmark, 13th-15th May 2019.<\/span><\/li>
          4. Wang-Ji Yan<\/strong>, Dimitrios Chronopoulos, Costas Papadimitriou, Sergio Cantero-Chinchilla, Guo-Shu Zhu, Bayesian damage characterization based on probabilistic model of scattering coefficients and hybrid wave finite element model scheme, Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering<\/strong><\/em>, <\/strong>Crete, Greece, 24-26 June 2019.<\/span><\/li>
          5. Meng-Yun Zhao, Wang-Ji Yan<\/strong> and Wei-Xin Ren. On the computation of probability density function of transmissibility function utilizing an efficient numerical method, 7th World Conference on Structural Control and Monitoring,<\/strong><\/em> Qingdao, China, July 22-25, 2018.<\/span><\/li>
          6. Lin-bo Cao, Qian Sun, Wang-Ji Yan<\/strong> and Wei-Xin Ren. Operational modal parameter identification of bridge based on power spectrum density transmissibility, 7th World Conference on Structural Control and Monitoring<\/strong><\/em>, Qingdao, China, July 22-25, 2018.<\/span><\/li>
          7. Wang-Ji Yan<\/strong>, Long Yang, Wei-Xin Ren. Application of new theorems on ratio statistics to transmissibility analysis in modal domain, 12th International Conference on Structural Safety & Reliability<\/strong><\/em>, TU Wien Vienna, Austria, 6-10 August, 2017.<\/span><\/li>
          8. Wang-Ji Yan, <\/strong>Qian Sun and Wei-Xin Ren. Power Spectral Density Transmissibility (PSDT): An effective tool towards operational modal analysis insensitive to natural excitation, 24th Australian Conference on the Mechanics of Structures and Materials<\/strong><\/em>, Perth, Australia, 6-9 December, 2016.<\/span><\/li>
          9. Wang-Ji Yan<\/strong> and Wei-Xin Ren. A new theorem on multivariate statistics and its application in uncertainty quantification for transmissibility, Sixth<\/strong><\/em> Asian-Pacific Symposium on Structural Reliability and its Applications<\/strong><\/em>, Shanghai, 28-30 May, 2016. <\/strong><\/span><\/li>
          10. Wang-Ji Yan<\/strong> and Lambros Katafygiotis. Explicit closed-form approximation for uncertainty behavior of operational modal analysis: correlation and parametric analysis, International Symposium on Symposium on Reliability of Engineering System (SRES2015)<\/strong><\/em>, Hangzhou, China, 15 -17 October, 2015.<\/span><\/li>
          11. Wang-Ji Yan<\/strong> and Lambros Katafygiotis. A variable separation technique for fast Bayesian operational modal analysis in the frequency domain, 13th International Symposium on Structural Engineering, <\/strong><\/em>Hefei, China, 24 -27 October, 2014.<\/span><\/li>
          12. Wang-Ji Yan<\/strong> and Lambros Katafygiotis. Fast Bayesian approach for ambient modal analysis and model updating: Experimental studies using wireless sensors, 9th International Conference on Structural Dynamics<\/strong><\/em>,<\/em> Porto, Portugal, 30 June-2 July, 2014. <\/strong><\/span><\/li>
          13. Wang-Ji Yan<\/strong> and Lambros Katafygiotis. Decentralized Bayesian substructuring damage detection approach using nonstationary response measurements, 11th International Conference on Structural Safety & Reliability<\/strong><\/em>,<\/em> New York, USA, 16-20 June, 2013. <\/strong><\/span><\/li>
          14. Wang-Ji Yan <\/strong>and Lambros Katafygiotis. Incomplete modal data-based structural model updating accommodating multiple uncertainties by employing wireless sensor network, 11th International Conference on Structural Safety & Reliability<\/strong><\/em>,<\/em> New York, USA,16-20 June, 2013. <\/strong><\/span><\/li>
          15. Wang-Ji Yan<\/strong> and Lambros Katafygiotis. Mode shape assembly for ambient modal analysis using a two-stage Bayesian spectral density approach, 4th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering<\/strong><\/em>, Kos Island, Greece, 12-14 June, 2013.<\/strong><\/span><\/li>
          16. Wang-Ji Yan<\/strong> and Lambros Katafygiotis. A two-stage Bayesian approach for ambient modal analysis using wireless sensor: case of closely spaced modes, Joint Conference of the Engineering Mechanics Institute and 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability<\/strong><\/em>, Notre Dame, 17-20 June, 2012. <\/strong><\/span><\/li>
          17. Wang-Ji Yan<\/strong> and Lambros Katafygiotis. A two-stage Bayesian approach for ambient modal analysis using wireless sensor: case of separated modes, Fifth<\/strong><\/em> Asian-Pacific Symposium on Structural Reliability and its Applications<\/strong><\/em>, Singapore, 22-25 May, 2012. <\/strong><\/span><\/li>
          18. Wang-Ji Yan<\/strong> and Wei-Xin Ren. Sensitivity study of modal strain energy for structural damage detection, 2nd International Conference on Structural Condition Assessment, Monitoring and Improvement (SCAMI-2)<\/strong><\/em>, Changsha, 19-22 November, 2007.<\/strong><\/span><\/li><\/ol>

            More information can be found in Google Scholar<\/span><\/a> and <\/span>Research Gate<\/span><\/span><\/a><\/strong><\/em><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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            Home Biography Publications Grants & Awards Group Members Research Book Chapter Wang-Ji Yan, Lambros Katafygiotis, Costas Papadimitriou, \u201cFast Bayesian Approach for Stochastic Model Updating Incorporating Modal Information from Multiple Setups\u201d, Chapter 7 in \u201cBayesian Inverse Problems\u201d, CRC Press Taylor & Francis Group, 2021. Journal Paper (Supervised Students Underlined) \u00a0T.T. Hao, Wang-Ji Yan*, J.B. Chen, K.V. … <\/p>\n

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