Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data. - Suiyan Wang; Jiaye Tian; Pengfei Liang; Xuefang Xu; Zhuoze Yu; Siyuan Liu; Delong Zhang (Eng. Appl. Artif. Intell., 2024)

Multi-source information joint transfer diagnosis for rolling bearing with unknown faults via wavelet transform and an improved domain adaptation network. - Pengfei Liang; Jiaye Tian; Suiyan Wang; Xiaoming Yuan (Reliab. Eng. Syst. Saf., 2024)

Physically interpretable Stockwell weight initialization and adaptive fusion average threshold for intelligent fault diagnosis of rolling bearing under noisy environment. - Lijie Zhang; Junhui Hu; Pengfei Liang; Xuefang Xu; Guoqiang Li; Zhongliang Xie; Suiyan Wang (Eng. Appl. Artif. Intell., 2025)

WCFormer: An interpretable deep learning framework for heart sound signal analysis and automated diagnosis of cardiovascular diseases. - Suiyan Wang; Junhui Hu; Yanwei Du; Xiaoming Yuan; Zhongliang Xie; Pengfei Liang (Expert Syst. Appl., 2025)

DiT-SFDA: A source-free domain adaptation method for intelligent diagnosis of cardiovascular diseases with limited heart sound samples. - Suiyan Wang; Yang Liu; Zhixiang Liu; Xiaoming Yuan; Yun Ji; Pengfei Liang (Expert Syst. Appl., 2025)

Few-shot fault diagnosis of axial piston pump based on prior knowledge-embedded meta learning vision transformer under variable operating conditions. - Suiyan Wang; Hanqin Shuai; Junhui Hu; Jitong Zhang; Siyuan Liu; Xiaoming Yuan; Pengfei Liang (Expert Syst. Appl., 2025)