Xiaosong Shu

A new dam structural response estimation paradigm powered by deep learning and transfer learning techniques

Yangtao Li, Tengfei Bao, Zhixin Gao et al. · Structural Health Monitoring · 2021 · 113 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +20

Underwater crack pixel-wise identification and quantification for dams via lightweight semantic segmentation and transfer learning

Yangtao Li, Tengfei Bao, Xianjun Huang et al. · Automation in Construction · 2022 · 110 citations

Image Classification, Machine Vision, Image Analysis +13

The Prediction of Dam Displacement Time Series Using STL, Extra-Trees, and Stacked LSTM Neural Network

Yangtao Li, Tengfei Bao, Jian Gong et al. · IEEE Access · 2020 · 108 citations · Full text

Forecasting Methodology, Hydrological Prediction, Engineering +19

A large-scale sensor missing data imputation framework for dams using deep learning and transfer learning strategy

Yangtao Li, Tengfei Bao, Hao Chen et al. · Measurement · 2021 · 83 citations

Artificial Intelligence, Engineering, Machine Learning +7

A deep residual neural network framework with transfer learning for concrete dams patch-level crack classification and weakly-supervised localization

Yangtao Li, Tengfei Bao, Bo Xu et al. · Measurement · 2021 · 78 citations

Convolutional Neural Network, Image Classification, Engineering +8