144 citations · 383 across the 14 of their papers we have counts for
Showing 2014Show all
3 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…
stat.CO2014
Approximate Bayesian Computation by Subset Simulation
Manuel Chiachio, James L. Beck, Juan Chiachio +1
A new Approximate Bayesian Computation (ABC) algorithm for Bayesian updating of model parameters is proposed in this paper, which combines the ABC principles with the technique of…