Simulation Analysis and Prediction Model of Aircraft Electrostatic Discharge Based on Machine Learning. - Linlin Shi; Pengfei Yu; Shilie He; Zhenwei Zhou; Chen Sun; Linghui Meng 003; Junbin Liu (ACAI, 2021)

DC-DC power supply fault prediction and analysis based on monitoring parameter simulation and LSTM network model. - Linlin Shi; Pengfei Yu; Zhenwei Zhou; Shilie He; Linghui Meng 003; Junbin Liu; Yun Huang (ACAI, 2021)

Degradation Characteristics Analysis and Fault Prediction of Switching Power Supply Based on Data Mining. - Linlin Shi; Pengfei Yu; Shilie He; Zhenwei Zhou; Linghui Meng 003; Junbin Liu (MLMI, 2021)

Avionics Module Fault Diagnosis Algorithm Based on Hybrid Attention Adaptive Multi-Scale Temporal Convolution Network. - Qiliang Du; Mingde Sheng; Yu Lubin; Zhenwei Zhou; Lianfang Tian; Shilie He (Entropy, 2024)

Phase-based testability analysis of multi-function integrated RF system using generalized stochastic Petri net. - Chao Zhang 041; Changkai Cui; Dingyu Zhou; Zhijie Dong; Shilie He; Zhenwei Zhou (Expert Syst. Appl., 2025)

A CNN-based fault diagnosis method of multi-function integrated RF system using frequency domain scanning with Lasso regression. - Chao Zhang 041; Feng Wang; Dingyu Zhou; Zhijie Dong; Shilie He; Zhenwei Zhou (Knowl. Based Syst., 2025)

Double-path multiscale adaptive compressed sensing network for electronic data. - Yu Lubin; Yongsheng Huang; Yiqiang Cheng; Qiliang Du; Zhenwei Zhou; Lianfang Tian; Shilie He; Honghui Liu (EURASIP J. Adv. Signal Process., 2025)