Machine Learning (ML) has widely been used for modeling and predicting
p...
Bayesian model updating based on Gaussian Process (GP) models has receiv...
Structural identification and damage detection can be generalized as the...
This paper develops a Hierarchical Bayesian Modeling (HBM) framework for...
While purely data-driven assessment is feasible for the first levels of ...
In the presence of modeling errors, the mainstream Bayesian methods seld...
Fish schooling implies an awareness of the swimmers for their companions...
This paper presents a hierarchical Bayesian modeling framework for the
u...
While there exist a number of mathematical approaches to modeling the sp...