Our Faculty

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

Forecasting and Business Intelligence, Non-stationary Time Series Analysis, High Frequency Data and Limit Order Book, Functional Data Analysis and Network Analytics, Text Mining and Sentiment Analysis, Renewable Energy Data Analytics, Risk Management, Crypto Blockchain

Chen Ying

Mathematics

Blockchain, Forecasting, Risk Management

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

Matrix Optimization Problems: algorithms, applications, and theory. In particular, large scale semidefinite programming. Fast algorithms for large scale statistical and machine learning problems. Iterative methods for large linear systems of equations, especially those arising in optimization.

Toh Kim Chuan

Research Director (Technical)

Mathematics

Algorithms, Machine Learning, Matrix Optimization, Semidefinite Programming

Qin Hanzhang

Assistant Professor

Industrial Systems Engineering and Management

Second order backward stochastic differential equations (2BSDEs), Stochastic control in finance and insurance, Valuation adjustments, Principal-Agent problems, Data analytics and information acquisition, Deep learning methods

Zhou Chao

Mathematics

Finance
Deep Learning, Stochastic Control

Stochastic Models And Applied Probability, Algorithms In Stochastic Models, Stochastic Manufacturing Systems, Supply Chain Management, Stochastic Networks And Queues

Zhang Hanqin

Professor

Analytics & Operations

Manufacturing, Supply Chain
Queuing, Stochastic Modeling

Revenue management, dynamic pricing, Supply chain management, Dynamic programming, Game theory

Hu Zhenyu

Associate Professor

Analytics & Operations

Supply Chain
Dynamic Programming, Game Theory, Revenue Management

His research interests centre around stochastic processes and their broad applications and intersections with other fields such as data science, with a particular focus on Markov chains theory and stochastic algorithms driven by Markov chains

Michael Choi

Statistics and Data Science

Markov Chain, Stochastic Processes

Uncertainty quantification and data science, data-driven decision making

YE Zhisheng

Associate Professor

Industrial Systems Engineering and Management

Data-driven Optimization

Inventory And Warehouse Management, Logistics And Supply Chain Analysis, Operations And Marketing Interface, Operations Research, Applications In Health Care Operations / manufacturing, Flexibility Design And Analysis, Optimisation With Uncertainty, Production Scheduling

Chou Mabel

Associate Professor

Analytics & Operations

Healthcare, Logistics, Manufacturing, Supply Chain
Inventory Management, Optimisation Under Uncertainty, Scheduling, Warehouse Management

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Senior Research Fellow

Analytics & Operations

Data-driven Optimization, Optimisation Under Uncertainty

behavioral economics, experimental economics, genoeconomics, neuroeconomics

Zhong Songfa

Associate Professor

Department of Economics

Behavioral Economics, Genoeconomics, Neuroeconomics

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

My research interests lie broadly inside probability theory and its applications in statistics, machine learning and nonlinear systems. My recent research involves investigating the behavior of algorithms, e.g. EnKF, MCMC and SGD, when the problem dimension is high. One of the common theme is that we can show stable performance of these algorithms, if certain intrinsic structures can be exploited

Tong Xin

Assistant Professor

Mathematics

Machine Learning

Port Logistics and Maritime Transportation, Simulation optimization, Inventory Management

Chew Ek Peng

Associate Professor/Deputy Head

Industrial Systems Engineering and Management

Maritime
Inventory Management, Simulation Optimization

Healthcare analytics, Healthcare operations, Inventory and supply chain management, Platform economics, Operations research

Goh Joel

Director of PhD Program

Analytics & Operations

Healthcare, Supply Chain
Inventory Management, Operations Research, Platform Economics

Stochastic modeling, analysis, and control. Applications in service, healthcare, and transportation systems

He Shuangchi

Associate Professor

Industrial Systems Engineering and Management

Healthcare, Service, Transportation
Stochastic Control

Zhu Yuting

Assistant Professor

Our Faculty

Research Focus

Industry Focus

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

Li Xiaobo

Forecasting and Business Intelligence, Non-stationary Time Series Analysis, High Frequency Data and Limit Order Book, Functional Data Analysis and Network Analytics, Text Mining and Sentiment Analysis, Renewable Energy Data Analytics, Risk Management, Crypto Blockchain

Chen Ying

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

Matrix Optimization Problems: algorithms, applications, and theory. In particular, large scale semidefinite programming. Fast algorithms for large scale statistical and machine learning problems. Iterative methods for large linear systems of equations, especially those arising in optimization.

Toh Kim Chuan

Qin Hanzhang

Second order backward stochastic differential equations (2BSDEs), Stochastic control in finance and insurance, Valuation adjustments, Principal-Agent problems, Data analytics and information acquisition, Deep learning methods

Zhou Chao

Stochastic Models And Applied Probability, Algorithms In Stochastic Models, Stochastic Manufacturing Systems, Supply Chain Management, Stochastic Networks And Queues

Zhang Hanqin

Revenue management, dynamic pricing, Supply chain management, Dynamic programming, Game theory

Hu Zhenyu

His research interests centre around stochastic processes and their broad applications and intersections with other fields such as data science, with a particular focus on Markov chains theory and stochastic algorithms driven by Markov chains

Michael Choi

Uncertainty quantification and data science, data-driven decision making

YE Zhisheng

Inventory And Warehouse Management, Logistics And Supply Chain Analysis, Operations And Marketing Interface, Operations Research, Applications In Health Care Operations / manufacturing, Flexibility Design And Analysis, Optimisation With Uncertainty, Production Scheduling

Chou Mabel

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

behavioral economics, experimental economics, genoeconomics, neuroeconomics

Zhong Songfa

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

Cheung Wang Chi

Tong Xin

Microeconomic Theory, Game Theory

Satoru Takahashi

Port Logistics and Maritime Transportation, Simulation optimization, Inventory Management

Chew Ek Peng

Healthcare analytics, Healthcare operations, Inventory and supply chain management, Platform economics, Operations research

Goh Joel

Stochastic modeling, analysis, and control. Applications in service, healthcare, and transportation systems

He Shuangchi

Zhu Yuting

IORA

Resources