今天一起看下NUS 在Department of Industrial Systems Engineering and Management的PhD情况。
01、研究领域
分析与机器学习（开发机器学习算法应用于 运输，能源，供应链管理，可靠性工程等）；
复杂系统工程（进行复杂性系统管理：比如全球供应链，智慧城市，基建，医疗保健系统等）；
数据科学与工业统计；
能源与可持续系统（运用建模和定量分析方法提高能源，水，运输和其他基建系统的 韧性和可持续性）；
创新战略与政策；
优化（连续优化和离散优化）；
随机系统与模拟；
供应链管理；
技术创业和高增长性创业；
技术管理与变革等
02、Admission requirements
•本科2等上荣誉学位
• GRE：320+3.5
8月开学，1月1号申请截止。1月开学，7月1号截止。
03、费用
学费：每年约S$22,000，（受MOE资助），自费约S$40,000
Funding：比如NUS Research Scholarship: cover学费，每月S$2200，通过qualifying examination后增加500.
04、导师信息
在此我们推荐几位不同方向的导师，供大家参考。
Christine A. SHOEMAKER
研究兴趣：
Prof Shoemaker’s research focuses on finding cost-effective, robust solutions for problems in engineering and science by using computational mathematics for optimization, modeling and statistical analyses. Her application areas focus on water resources and environmental issues, but the algorithms (and her open source software) are general and have been applied to a range of problems including physical and biological groundwater remediation, carbon sequestration (with multiphase transport), population ecology, computer architecture, and watershed models.
TANG Loon Ching
研究兴趣：
•Systems resilience and reliability;
•Quality management & Six Sigma;
•Industrial Statistics and Applied operations research;
•Competitiveness assessment of aviation and maritime industries
文章比如：
Modeling the recovery process: A key dimension of resilience.
HUANG Guang-Lih, Kenneth
研究兴趣：
•Management of Innovation, Technology, and Entrepreneurship (AI, Biotech, Life Sciences, and IT)
•Science Policy
•Innovation and Intellectual Property Strategies in Emerging Economies (China)
•Institutional Change
文章比如：
Using Supervised Machine Learning for Large-scale Classification in Management Research: The Case for Identifying Artificial Intelligence Patents.
HE Shuangchi
研究兴趣：
•Stochastic modeling, analysis, and control
•Applications in service, healthcare, and transportation systems
文章比如：
To pool or not to pool: Queueing design for large-scale service systems
LI Haobin
研究兴趣：
•Simulation-based Optimization
•Discrete-Event Simulation Modelling
•System Dynamics Simulation Modelling
•Maritime Port Operations
•Logistics Warehouse Operations
文章比如：
Framework of O2DES.Net Digital Twins for Next Generation Ports and Warehouse Solutions
NG Tsan Sheng, Adam
研究兴趣：
•Operations research in energy and sustainability
•Robust optimization
•System dynamics modeling and design
文章比如：
Robustness of Resource Recovery Systems under Uncertaint
CHAI Kah Hin
研究兴趣：
•New product management and innovation
•New service development and innovation
•Knowledge management
•Energy efficiency
文章比如:
Putting the “Psychic” back in Psychic Distance: Awareness, Perceptions, and Understanding as Dimensions of Psychic Distance
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