Chen Zhang (张晨)
Department of Industrial Engineering, Tsinghua University
清华大学工业工程系 · 张晨课题组
Prof. Chen Zhang (张晨)
Tenured Associate Professor & Principal Investigator
Department of Industrial Engineering, Tsinghua University
About
Chen Zhang leads SAIL Lab at Tsinghua University. Her research combines statistics and machine learning to understand complex systems, identify anomalies and their causes, and guide data collection and decisions. Applications include manufacturing, networked systems, and healthcare.
Research Interests
- Time-series analysis, anomaly detection, and causal inference
- Multimodal large language models
- Modeling, monitoring, and control of engineering systems
- Spatiotemporal learning for networked and distributed systems
- Adaptive sensing and decision making under resource constraints
Education
- Ph.D. in Industrial Systems Engineering & Management, National University of Singapore (2017)
- B.E. in Electronic Science and Technology, Tianjin University (2012)
Contact
- Email: zhangchen01@tsinghua.edu.cn
- Office: Room 214A, Shunde Building, Tsinghua University
- Tel: +86-10-62796135