Deep Learning-Based Approach for Civil Aircraft Hazard Identification and Prediction. - Di Zhou; Xiao Zhuang; Hongfu Zuo; Han Wang; Hongsheng Yan (IEEE Access, 2020)

A model fusion strategy for identifying aircraft risk using CNN and Att-BiLSTM. - Di Zhou; Xiao Zhuang; Hongfu Zuo; Jing Cai; Xufeng Zhao 001; Jiawei Xiang (Reliab. Eng. Syst. Saf., 2022)

CA-MSPNet: Multiscale Module and Coordinate Attention Mechanism Strategy Combined With ProtoNet for Gearbox Fault Diagnosis Using Limited Infrared Thermal Images Under Variable Working Conditions. - Jian Ge 003; Di Zhou; Xiao Zhuang; Xiaomin Wang; Weifang Sun; Hongbing Yao; Jiawei Xiang (IEEE Trans. Instrum. Meas., 2024)

SSGC-GAT: Synergistic Similarity Graph Construction Strategy Combined With GAT Network for Wind Turbine Anomaly Identification Using SCADA Data. - Xiaomin Wang; Xiao Zhuang; Jian Ge 003; Jiawei Xiang; Di Zhou (IEEE Trans. Instrum. Meas., 2024)

An ensemble model using temporal convolution and dual attention gated recurrent unit to analyze risk of civil aircraft. - Di Zhou; Xiao Zhuang; Jing Cai; Hongfu Zuo; Xufeng Zhao 001; Jiawei Xiang (Expert Syst. Appl., 2024)

A novel sparrow search algorithm based co-correlation graph construction strategy for wind turbine group anomaly identification via graph attention networks. - Xiaomin Wang; Xiao Zhuang; Di Zhou; Jian Ge 003; Jiawei Xiang (Reliab. Eng. Syst. Saf., 2025)

Computer Vision-Aided RFID Tag Group Location Measurement and Reading Performance Prediction Using Graph Transformer Network With Novel Topology Graph Construction Strategy. - Xiao Zhuang; Weifang Sun; Xiaolei Yu; Jiawei Xiang; Di Zhou (IEEE Trans. Instrum. Meas., 2025)