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20142026
most citedBayesian System Identification based on Hierarchical Sparse Bayesian Learning and Gibbs Sampling with Application to Structural Damage Assessment

144 citations · 427 across the 10 of their papers we have counts for

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Showing 2014Show all

2 papers · 1 filter

stat.AP2014★ 133 cited

Robust Bayesian compressive sensing for signals in structural health monitoring

Yong Huang, James L. Beck, Stephen Wu +1

In structural health monitoring (SHM) systems, massive amounts of data are often generated that need data compression techniques to reduce the cost of signal transfer and storage.…

stat.AP2014★ 85 cited

Hierarchical sparse Bayesian learning for structural health monitoring with incomplete modal data

Yong Huang, James L. Beck

For civil structures, structural damage due to severe loading events such as earthquakes, or due to long-term environmental degradation, usually occurs in localized areas of a stru…