1. A deep residual neural network framework with transfer learning for concrete dams patch-level crack classification and weakly-supervised localization. (January 2022) Authors: Li, Yangtao; Bao, Tengfei; Xu, Bo; Shu, Xiaosong; Zhou, Yuhang; Du, Ye; Wang, Ruijie; Zhang, Kang Journal: Measurement Issue: Volume 188(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A large-scale sensor missing data imputation framework for dams using deep learning and transfer learning strategy. (June 2021) Authors: Li, Yangtao; Bao, Tengfei; Chen, Hao; Zhang, Kang; Shu, Xiaosong; Chen, Zexun; Hu, Yuhan Journal: Measurement Issue: Volume 178(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A mathematical-mechanical hybrid driven approach for determining the deformation monitoring indexes of concrete dam. (15th February 2023) Authors: Zhang, Kang; Gu, Chongshi; Zhu, Yantao; Li, Yangtao; Shu, Xiaosong Journal: Engineering structures Issue: Volume 277(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A missing sensor measurement data reconstruction framework powered by multi-task Gaussian process regression for dam structural health monitoring systems. (December 2021) Authors: Li, Yangtao; Bao, Tengfei; Chen, Zexun; Gao, Zhixin; Shu, Xiaosong; Zhang, Kang Journal: Measurement Issue: Volume 186(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. A new dam structural response estimation paradigm powered by deep learning and transfer learning techniques. (May 2022) Authors: Li, Yangtao; Bao, Tengfei; Gao, Zhixin; Shu, Xiaosong; Zhang, Kang; Xie, Lunchen; Zhang, Zhentao Journal: Structural health monitoring Issue: Volume 21:Number 3(2022) Page Start: 770 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. An integrated underwater structural multi-defects automatic identification and quantification framework for hydraulic tunnel via machine vision and deep learning. (July 2023) Authors: Li, Yangtao; Bao, Tengfei; Huang, Xianjun; Wang, Ruijie; Shu, Xiaosong; Xu, Bo; Tu, Jiuzhou; Zhou, Yuhang; Zhang, Kang Journal: Structural health monitoring Issue: Volume 22:Number 4(2023) Page Start: 2360 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Dam safety assessment through data-level anomaly detection and information fusion. (May 2023) Authors: Zhou, Yuhang; Shu, Xiaosong; Bao, Tengfei; Li, Yangtao; Zhang, Kang Journal: Structural health monitoring Issue: Volume 22:Number 3(2023) Page Start: 2002 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Unsupervised dam anomaly detection with spatial–temporal variational autoencoder. (January 2023) Authors: Shu, Xiaosong; Bao, Tengfei; Zhou, Yuhang; Xu, Ruichen; Li, Yangtao; Zhang, Kang Journal: Structural health monitoring Issue: Volume 22:Number 1(2023) Page Start: 39 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗