A novel metric-based model with the ability of zero-shot learning for intelligent fault diagnosis. - Caizi Fan; Yongchao Zhang 004; Hui Ma; Zeyu Ma; Kun Yu 003; Songtao Zhao; Xiaoxu Zhang (Eng. Appl. Artif. Intell., 2024)

Performance degradation assessment of rolling bearing cage failure based on enhanced CycleGAN. - Caizi Fan; Pengfei Wang; Hui Ma; Yongchao Zhang 004; Zeyu Ma; Xunmin Yin; Xiaoxu Zhang; Songtao Zhao (Expert Syst. Appl., 2024)

A novel deep denoising model integrating transformer and time-frequency loss for gearbox fault diagnosis. - Caizi Fan; Yongchao Zhang 004; Hui Ma; Zeyu Ma (Adv. Eng. Informatics, 2025)

Diffusion model-assisted cross-domain fault diagnosis for rotating machinery under limited data. - Yongchao Zhang 004; Zhiyuan Wang; Caizi Fan; Zeyu Jiang; Kun Yu 003; Zhaohui Ren; Ke Feng (Reliab. Eng. Syst. Saf., 2025)

Digital Twin Assisted Degradation Assessment of Bearing Cage Performance. - Caizi Fan; Pengfei Wang; Yongchao Zhang 004; Hui Ma; Xiang Li 018; Qibin Wang (IEEE Trans. Ind. Informatics, 2025)