A Siamese hybrid neural network framework for few-shot fault diagnosis of fixed-wing unmanned aerial vehicles. - Chuanjiang Li; Shaobo Li 001; Ansi Zhang; Lei Yang; Enrico Zio; Michael G. Pecht; Konstantinos Gryllias (J. Comput. Des. Eng., 2022)

A personalized federated meta-learning method for intelligent and privacy-preserving fault diagnosis. - Xiangjie Zhang; Chuanjiang Li; Changkun Han; Shaobo Li 001; Yixiong Feng; Haoyu Wang; Zuo Cui; Konstantinos Gryllias (Adv. Eng. Informatics, 2024)

Small data challenges for intelligent prognostics and health management: a review. - Chuanjiang Li; Shaobo Li 001; Yixiong Feng; Konstantinos Gryllias; Fengshou Gu; Michael G. Pecht (Artif. Intell. Rev., 2024)

Planetary gear vibration monitoring using synchronous demodulation. - Rik Vaerenberg; Konstantinos Gryllias (ICASSP, 2025)

Reconstruction-based Deep Unsupervised Adaptive Threshold Support Vector Data Description for wind turbine anomaly detection. - Dandan Peng; Wim Desmet; Konstantinos Gryllias (Reliab. Eng. Syst. Saf., 2025)

Deep Generative Models in Condition and Structural Health Monitoring: Opportunities, Limitations and Future Outlook. - Xin Yang; Chen Fang; Yunlai Liao; Jian Yang; Konstantinos Gryllias; Dimitrios Chronopoulos (CoRR, 2025)