Zhigang Tian

机构：University of Alberta, Shaoguan University · ORCID：0000-0002-1546-2924

发表论文 230 篇 · 总被引 7218 次 · h-index 46

代表论文

• Wear and life predictions for bearings considering simulation-to-reality variability (2025 · Mechanical Systems and Signal Processing · 被引 14)
• A novel method for identifying sudden degradation changes in remaining useful life prediction for bearing (2025 · Expert Systems with Applications · 被引 9)
• A novel method based on wavelet transform and prototypical network for gearbox detection in few-shot learning (2025 · Expert Systems with Applications · 被引 8)
• Physics-guided ODE neural network for high-fidelity gearbox dynamics modeling based on vibration measurements (2025 · Mechanical Systems and Signal Processing · 被引 5)
• Chronic hepatitis B virus infection imbalances short-chain fatty acids and amino acids in the liver and gut via microbiota modulation (2025 · Gut Pathogens · 被引 4)
• Cross-attention conditional diffusion for magnetic flux leakage signal synthesis and pipeline defect uncertainty analysis (2026 · Measurement · 被引 3)