Qiuzhuang SUN
Assistant Professor of Urban Informatics & Data Science; Urban Fellow (Urban Systems)
Qiuzhuang Sun is an Assistant Professor of Urban Informatics and Data Science in the College of Integrative Studies (CIS) at Singapore Management University (SMU). His research broadly lies in data-driven operations management, data science, and complex system modelling. He teaches Undergraduate and Postgraduate courses on data science and urban informatics at CIS.
Education
- PhD (Industrial Systems Engineering), National University of Singapore, 2019
- Bachelor of engineering (Industrial Engineering and Computer Science), Shanghai Jiao Tong University, 2015
Research Interests
- Data-driven decision-making
- Data science and machine learning
- Operations management related to reliability, health, and anomaly detection
- Smart city operations and urban informatics
Teaching Areas
Data science, operations research, probability and statistics, optimization
Research Areas and Areas of Expertise
HighlightsIntegrates advanced data science and machine learning techniques with operations management to address real-world challenges in reliability, health monitoring, and smart city operations; recognized for methodological rigor, practical impact, and success in international research competitions; emphasizes robust, trustworthy, and actionable analytics.
Focused research areas include Development and application of data-driven methods for operations management, reliability and health monitoring, anomaly detection, and smart city systems; robust modelling and optimization for complex systems; trustworthy AI for online health monitoring.
- Energy Innovation Fund ACT Australia, Technology Demonstration Grant: "Online health monitoring and anomaly detection in Li-ion batteries via trustworthy AI," chief investigator, 2025.04-2027.03.
Showing up to 6 latest publications from the past 5 years.
- J Xu, Q Sun, Y Yang, H Mo, D DongAutomatica, 2026
- H Xu, X Jian, X Zhao, W Pang, C Zhang, S Wang, Q Zhang, Z Dong, ...ICLR 2026, 2026
- Y Yang, Q Sun, JCH Peng, LC Tang, Z YeManufacturing & Service Operations Management, 2025
- A dynamic inspection and replacement policy for systems subject to degradation and periodic shocks [2025]J Hu, Q SunReliability Engineering & System Safety, 111765, 2025
- Z Zhang, Y Zi, M Zhang, Z Shi, Q SunIEEE Transactions on Instrumentation and Measurement, 2025
- B Yan, Q Sun, Z YeJournal of Quality Technology 57 (4), 331-349, 2025
Qiuzhuang Sun is an Assistant Professor of Urban Informatics and Data Science in the College of Integrative Studies (CIS) at Singapore Management University (SMU). His research broadly lies in data-driven operations management, data science, and complex system modelling. He teaches Undergraduate and Postgraduate courses on data science and urban informatics at CIS.
Education
- PhD (Industrial Systems Engineering), National University of Singapore, 2019
- Bachelor of engineering (Industrial Engineering and Computer Science), Shanghai Jiao Tong University, 2015
Research Interests
- Data-driven decision-making
- Data science and machine learning
- Operations management related to reliability, health, and anomaly detection
- Smart city operations and urban informatics
Teaching Areas
Data science, operations research, probability and statistics, optimization