Kang Zhang

发表

A Concrete Dam Deformation Prediction Method Based on LSTM With Attention Mechanism

Bo Dai, Bo Li, Kang Zhang, 2020, IEEE Access.

Dam safety assessment through data-level anomaly detection and information fusion

Kang Zhang, Yuhang Zhou, Xiaosong Shu, 2022, Structural Health Monitoring.

An integrated underwater structural multi-defects automatic identification and quantification framework for hydraulic tunnel via machine vision and deep learning

Kang Zhang, Yuhang Zhou, Xiaosong Shu, 2022, Structural Health Monitoring.

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

Kang Zhang, Yuhang Zhou, Xiaosong Shu, 2022, Automation in Construction.

Camera calibration method using synthetic speckle pattern with an improved gray wolf optimizer algorithm.

Tengfei Bao, Kang Zhang, Xiaosong Shu, 2021, Applied optics.

Dam anomaly assessment based on sequential variational autoencoder and evidence theory

Kang Zhang, Xiaosong Shu, Yangtao Li, 2021 .

VAE-TALSTM: a temporal attention and variational autoencoder-based long short-term memory framework for dam displacement prediction

Kang Zhang, Xiaosong Shu, Yangtao Li, 2021, Engineering with Computers.

Data-driven crack behavior anomaly identification method for concrete dams in long-term service using offline and online change point detection

Kang Zhang, Xiaosong Shu, Yangtao Li, 2021, Journal of Civil Structural Health Monitoring.

A Novel Seepage Behavior Prediction and Lag Process Identification Method for Concrete Dams Using HGWO-XGBoost Model

Chongshi Gu, Kang Zhang, Xiaosong Shu, 2021, IEEE Access.

A mathematical-mechanical hybrid driven approach for determining the deformation monitoring indexes of concrete dam

Yantao Zhu, C. Gu, Kang Zhang, 2023, Engineering Structures.

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

Kang Zhang, Xiaosong Shu, Yangtao Li, 2021, Structural Health Monitoring.

Multi-kernel optimized relevance vector machine for probabilistic prediction of concrete dam displacement

Siyu Chen, Kang Zhang, Chongshi Gu, 2020, Engineering with Computers.

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

Kang Zhang, Xiaosong Shu, Tengfei Bao, 2022, Measurement.

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

Xiaosong Shu, Tengfei Bao, Yangtao Li, 2020, IEEE Access.

Dam Safety Evaluation Based on Interval-Valued Intuitionistic Fuzzy Sets and Evidence Theory

Xiaosong Shu, Tengfei Bao, Yangtao Li, 2020, Sensors.

A Dam Deformation Residual Correction Method for High Arch Dams Using Phase Space Reconstruction and an Optimized Long Short-Term Memory Network

Yantao Zhu, Mingxia Xie, Kang Zhang, 2023, Mathematics.

A missing sensor measurement data reconstruction framework powered by multi-task Gaussian process regression for dam structural health monitoring systems

Tengfei Bao, Zexun Chen, Kang Zhang, 2021, Measurement.

A Hybrid Model Integrating Principal Component Analysis, Fuzzy C-Means, and Gaussian Process Regression for Dam Deformation Prediction

Kang Zhang, Xiaosong Shu, Tengfei Bao, 2020, Arabian Journal for Science and Engineering.

Damage assessment and diagnosis of hydraulic concrete structures using optimization-based machine learning technology

Kang Zhang, Yangtao Li, Yantao Zhu, 2023, Frontiers of Structural and Civil Engineering.