3 citations · 3 across the 3 of their papers we have counts for
3 papers
stat.AP2019
Exploiting Convexification for Bayesian Optimal Sensor Placement by Maximization of Mutual Information
Pinaky Bhattacharyya, James L. Beck
Bayesian optimal sensor placement, in its full generality, seeks to maximize the mutual information between uncertain model parameters and the predicted data to be collected from t…
stat.AP2015★ 3 cited
Robust Bayesian compressive sensing with data loss recovery for structural health monitoring signals
Yong Huang, James L. Beck, Stephen Wu +1
The application of compressive sensing (CS) to structural health monitoring is an emerging research topic. The basic idea in CS is to use a specially-designed wireless sensor to sa…
stat.AP2015
Hierarchical sparse Bayesian learning: theory and application for inferring structural damage from incomplete modal data
Yong Huang, James L. Beck
Structural damage due to excessive loading or environmental degradation typically occurs in localized areas in the absence of collapse. This prior information about the spatial spa…