Dingyi Sun

Deep causal factorization network: A novel domain generalization method for cross-machine bearing fault diagnosis

Sixiang Jia, Yongbo Li, Xinyue Wang et al. · Mechanical Systems and Signal Processing · 2023 · 106 citations

Fault Diagnosis, Engineering, Machine Learning +9

Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data

Dingyi Sun, Yongbo Li, Sixiang Jia et al. · Information Fusion · 2023 · 84 citations

Condition Monitoring, Engineering, Data Science +10

Physics-inspired multimodal machine learning for adaptive correlation fusion based rotating machinery fault diagnosis

Dingyi Sun, Yongbo Li, Zheng Liu et al. · Information Fusion · 2024 · 60 citations

Fault Diagnosis, Engineering, Machine Learning +11

Proliferation of twinning in hexagonal close-packed metals: Application to magnesium

Dingyi Sun, Mauricio Ponga, Kaushik Bhattacharya et al. · Journal of the Mechanics and Physics of Solids · 2017 · 36 citations · Full text

Materials Science, Materials Engineering, Engineering +8

Lifting wavelet-informed hierarchical domain adaptation network: An interpretable digital twin-driven gearbox fault diagnosis method

Sixiang Jia, Dingyi Sun, Khandaker Noman et al. · Reliability Engineering & System Safety · 2024 · 17 citations

Fault Diagnosis, Reliability Engineering, Engineering +9