Data-driven Optimization

Uncertainty quantification and data science, data-driven decision making

YE Zhisheng

Associate Professor

Industrial Systems Engineering and Management

Data-driven Optimization

portfolio optimization, data-driven decision making

Zhao Long

Analytics & Operations

Data-driven Optimization, Portfolio Optimization

Robust and distributionally robust optimization, Data-driven optimization, Risk analytics

Napat Rujeerapaiboon

Assistant Professor

Industrial Systems Engineering and Management

Data-driven Optimization, Distributionally Robust Optimization, Risk analytics, Robust Optimization

Channel Management, Capacity Management, Agricultural Products Supply Chain, Asymmetric Competition, Data-driven Operation

Zhang Shuguang

Research Fellow

Supply Chain
Data-driven Optimization

Online and data-driven optimization, Revenue management, Resource allocations in supply chains

Cheung Wang Chi

Assistant Professor

Industrial Systems Engineering and Management

Supply Chain
Data-driven Optimization, Revenue Management

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Senior Research Fellow

Analytics & Operations

Data-driven Optimization, Optimisation Under Uncertainty

My research interests broadly lie in the design of algorithms for various applications of data-driven optimization. I have a particular interest in structured learning and estimation problems, as well as problems that involve incentive and policy design for decision-making agents.

Ian Yihang Zhu

Assistant Professor

Analytics & Operations

Algorithms, Data-driven Optimization, Learning

Data-driven Analytics and Optimization, Transportation Planning and Supply Chain Operations

Shu Pengfeng

Student

Supply Chain, Transportation
Data-driven Optimization

Integer programming, optimization under uncertainty, data-driven modeling and optimization, decision support systems

Jia Shuai

Research Fellow

Data-driven Optimization, Optimisation Under Uncertainty

Data-driven Optimization under Uncertainty, Flexible Network Design, Logistics and Supply Chain Management, Bike Sharing System, Airline/airport Operations

Huang Jinjia Aaron

Senior Research Fellow

Airline, Bike sharing, Logistics, Supply Chain
Data-driven Optimization, Network Modeling, Optimisation Under Uncertainty

Data-driven Optimization, Healthcare Operations

Hu Sixing

Student

Healthcare
Data-driven Optimization

Data-Driven Decision Making, Stochastic and Robust Optimization, Pricing and Revenue Management, Discrete Choice Models, Online Machine Learning, Sharing Economy in Transportation

Li Xiaobo

Assistant Professor

Industrial Systems Engineering and Management

Sharing Economy, Transportation
Data-driven Optimization, Discrete Choice Models, Machine Learning, Revenue Management, Robust Optimization

Data-driven Optimization

Research Focus

Industry Focus

Uncertainty quantification and data science, data-driven decision making

YE Zhisheng

portfolio optimization, data-driven decision making

Zhao Long

Robust and distributionally robust optimization, Data-driven optimization, Risk analytics

Napat Rujeerapaiboon

Channel Management, Capacity Management, Agricultural Products Supply Chain, Asymmetric Competition, Data-driven Operation

Zhang Shuguang

Online and data-driven optimization, Revenue management, Resource allocations in supply chains

Cheung Wang Chi

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

My research interests broadly lie in the design of algorithms for various applications of data-driven optimization. I have a particular interest in structured learning and estimation problems, as well as problems that involve incentive and policy design for decision-making agents.

Ian Yihang Zhu

Data-driven Analytics and Optimization, Transportation Planning and Supply Chain Operations

Shu Pengfeng

Integer programming, optimization under uncertainty, data-driven modeling and optimization, decision support systems

Jia Shuai

Data-driven Optimization under Uncertainty, Flexible Network Design, Logistics and Supply Chain Management, Bike Sharing System, Airline/airport Operations

Huang Jinjia Aaron

Data-driven Optimization, Healthcare Operations

Hu Sixing

Data-Driven Decision Making, Stochastic and Robust Optimization, Pricing and Revenue Management, Discrete Choice Models, Online Machine Learning, Sharing Economy in Transportation

Li Xiaobo

IORA

Resources