Zhenhua Nie

Structural Damage Detection with Automatic Feature‐Extraction through Deep Learning

Yizhou Lin, Zhenhua Nie, Hongwei Ma · Computer-Aided Civil and Infrastructure Engineering · 2017 · 604 citations · Full text

Structural damage identification based on unsupervised feature-extraction via Variational Auto-encoder

Xirui Ma, Yizhou Lin, Zhenhua Nie et al. · Measurement · 2020 · 153 citations

Damage Mechanism, Image Analysis, Machine Learning +12

Dynamics‐based cross‐domain structural damage detection through deep transfer learning

Yizhou Lin, Zhenhua Nie, Hongwei Ma · Computer-Aided Civil and Infrastructure Engineering · 2021 · 106 citations

Using vibration phase space topology changes for structural damage detection

Zhenhua Nie, Hong Hao, Hongwei Ma · Structural Health Monitoring · 2012 · 51 citations

Engineering, Mechanical Engineering, Vibration Measurement +18

Target-free vision-based approach for modal identification of a simply-supported bridge

Dong Tan, Jun Li, Hong Hao et al. · Engineering Structures · 2023 · 51 citations

Modal Analysis, Bridge Design, Computer Vision +10