Wang‐Ji Yan
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View article: Bayesian Learning in Structural Dynamics: A Comprehensive Review and Emerging Trends
Bayesian Learning in Structural Dynamics: A Comprehensive Review and Emerging Trends Open
Bayesian learning has emerged as a compelling and vital research direction in the field of structural dynamics, offering a probabilistic lens to understand and refine the analysis of complex dynamical systems. This review meticulously trac…
View article: Bayesian Approach for Damping Identification of Stay Cables Under Vortex‐Induced Vibrations
Bayesian Approach for Damping Identification of Stay Cables Under Vortex‐Induced Vibrations Open
As the span of cable‐stayed bridges increases, so does the length of stay cables, making cable vortex‐induced vibrations (VIVs) more prominent. This is particularly evident in higher‐order multimodal VIVs, which are closely linked to the d…
View article: Navigating Uncertainties in Machine Learning for Structural Dynamics: A Comprehensive Survey of Probabilistic and Non-Probabilistic Approaches in Forward and Inverse Problems
Navigating Uncertainties in Machine Learning for Structural Dynamics: A Comprehensive Survey of Probabilistic and Non-Probabilistic Approaches in Forward and Inverse Problems Open
In the era of big data, machine learning (ML) has become a powerful tool in various fields, notably impacting structural dynamics. ML algorithms offer advantages by modeling physical phenomena based on data, even in the absence of underlyi…
View article: A numerically stable flexural dynamics model of complex multi-span fluid-conveying pipes with flexible components and its application to clamp stiffness identification
A numerically stable flexural dynamics model of complex multi-span fluid-conveying pipes with flexible components and its application to clamp stiffness identification Open
Multi-span fluid-conveying pipelines (MFP) with multiple concentrated accessories, i.e., clamps, valves, flanges, vibration absorbers and flexible components, whose dynamic properties can be described by receptance, are widely used in many…
View article: Quantification of Statistical Error in the Estimate of Strain Power Spectral Density Transmissibility for Operational Strain Modal Analysis
Quantification of Statistical Error in the Estimate of Strain Power Spectral Density Transmissibility for Operational Strain Modal Analysis Open
The use of strain modes in structural health monitoring has been constantly increasing because of their superior sensitivity to local structural anomalies. This study aims to investigate the applicability and robustness of power spectral d…