Yunpeng Liu

Data-augmented wavelet capsule generative adversarial network for rolling bearing fault diagnosis

Yunpeng Liu, Hongkai Jiang, Chaoqiang Liu et al. · Knowledge-Based Systems · 2022 · 98 citations

Computing, Computer Science, Data Science +12

Digital twin-assisted multiscale residual-self-attention feature fusion network for hypersonic flight vehicle fault diagnosis

Yutong Dong, Hongkai Jiang, Zhenghong Wu et al. · Reliability Engineering & System Safety · 2023 · 89 citations

Computing, Aerospace Engineering, Computer Science +12

Counterfactual-augmented few-shot contrastive learning for machinery intelligent fault diagnosis with limited samples

Yunpeng Liu, Hongkai Jiang, Renhe Yao et al. · Mechanical Systems and Signal Processing · 2024 · 84 citations

Computing, Computer Science, Industrial Engineering +16

Machine fault diagnosis with small sample based on variational information constrained generative adversarial network

Shaowei Liu, Hongkai Jiang, Zhenghong Wu et al. · Advanced Engineering Informatics · 2022 · 77 citations

Computing, Computer Engineering, Computer Science +17

Interpretable data-augmented adversarial variational autoencoder with sequential attention for imbalanced fault diagnosis

Yunpeng Liu, Hongkai Jiang, Renhe Yao et al. · Journal of Manufacturing Systems · 2023 · 71 citations

Computing, Computer Science, Data Science +16