Jingke Yan

机构：Tongji University, Shanghai University of Engineering Science, Shanghai Tunnel Engineering Rail Transit Design & Research Institute, State Key Laboratory of Vehicle NVH and Safety Technology, Southwest Jiaotong University · ORCID：0000-0002-8007-4899

发表论文 33 篇 · 总被引 650 次 · h-index 12

代表论文

• Surrogate modeling of pantograph-catenary system interactions (2024 · Mechanical Systems and Signal Processing · 被引 126)
• Research on multimodal techniques for arc detection in railway systems with limited data (2025 · Structural Health Monitoring · 被引 96)
• Transformer and Graph Convolution-Based Unsupervised Detection of Machine Anomalous Sound Under Domain Shifts (2024 · IEEE Transactions on Emerging Topics in Computational Intelligence · 被引 95)
• Multimodal Imitation Learning for Arc Detection in Complex Railway Environments (2025 · IEEE Transactions on Instrumentation and Measurement · 被引 63)
• Optimized single-image super-resolution reconstruction: A multimodal approach based on reversible guidance and cyclical knowledge distillation (2024 · Engineering Applications of Artificial Intelligence · 被引 50)
• Application of machine-vision-driven physics-informed neural networks in pantograph–catenary system state detection (2026 · Mechanical Systems and Signal Processing · 被引 48)