67 citations · 75 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 5 cited
Machine-learning-based methods for output only structural modal identification
Dawei Liu, Zhiyi Tang, Yuequan Bao +1
In this study, we propose a machine-learning-based approach to identify the modal parameters of the output-only data for structural health monitoring (SHM) that makes full use of t…
eess.SP2019★ 3 cited
Compressive-Sensing Data Reconstruction for Structural Health Monitoring: A Machine-Learning Approach
Yuequan Bao, Zhiyi Tang, Hui Li
Compressive sensing (CS) has been studied and applied in structural health monitoring for wireless data acquisition and transmission, structural modal identification, and spare dam…
stat.AP2018★ 67 cited
LQD-RKHS-based distribution-to-distribution regression methodology for restoring the probability distributions of missing SHM data
Zhicheng Chen, Yuequan Bao, Hui Li +1
Data loss is a critical problem in structural health monitoring (SHM). Probability distributions play a highly important role in many applications. Improving the quality of distrib…