Our Faculty

Bayesian model selection, Bayesian nonparametrics, hierarchical models, Markov chain Monte Carlo, spatio-temporal modelling.

David Nott

Associate Professor

Statistics and Data Science

Bayesian models, Markov Chain

Robert De Souza

The Logistics Institute Asia Pacific

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

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

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

Robust Optimization, Applied Probability, Optimization methods with applications to Control and Analysis of large scale multi-class queueing networks, Mechanism Design, Finance-OM interface

Chaithanya Bandi

Associate Professor

Analytics & Operations

Finance
Mechanism Design, Operations Management, Queuing Networks, Robust Optimization

Behavioural And Experimental Economics , Social Influence

Chong Juin Kuan

Associate Professor

Marketing

Behavioral Economics

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

Supply Chain Analytics And Operations Management, Healthcare Analytics, Manufacturing System Planning And Scheduling, Big Data Analytics, Software System Architecture

Pang James

Associate Professor (Practice Track)

Analytics & Operations

Healthcare, Manufacturing, Supply Chain
Operations Management, Scheduling

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

Intelligent Transportation Systems, Traffic flow theory and traffic control, Multimodal transportation systems, Shared Mobility, Connected and Automated Vehicles, Machine learning and blockchain applications in transportation

Yang Kaidi

Assistant Professor

Civil and Environmental Engineering

Traffic Control, Transportation
Blockchain, Machine Learning

Zhang Junyu

Assistant Professor

Industrial Systems Engineering and Management

behavioral economics, experimental economics, genoeconomics, neuroeconomics

Zhong Songfa

Associate Professor

Department of Economics

Behavioral Economics, Genoeconomics, Neuroeconomics

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Senior Research Fellow

Analytics & Operations

Data-driven Optimization, Optimisation Under Uncertainty

Healthcare Service Optimisation, Decision Making And Optimisation Under Uncertainty

SIM Melvyn

Professor

Analytics & Operations

Healthcare
Optimisation Under Uncertainty

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

Tan Kok Choon

Associate Professor

New Product Development, Innovation Sourcing, Economics of AI, Wisdom of Crowds

Chen Zhi

Assistant Professor

Analytics & Operations

Demand Forecasting, Economics of AI, Innovation Sourcing, New Product Development, Wisdom of Crowds

Our Faculty

Research Focus

Industry Focus

Microeconomic Theory, Game Theory

Satoru Takahashi

Econometric theory, Macroeconometrics, Financial Econometrics.

Denis Tkachenko

Bayesian model selection, Bayesian nonparametrics, hierarchical models, Markov chain Monte Carlo, spatio-temporal modelling.

David Nott

Robert De Souza

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

Li Xiaobo

Tong Xin

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

Cheung Wang Chi

Robust Optimization, Applied Probability, Optimization methods with applications to Control and Analysis of large scale multi-class queueing networks, Mechanism Design, Finance-OM interface

Chaithanya Bandi

Behavioural And Experimental Economics , Social Influence

Chong Juin Kuan

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

Hu Zhenyu

Supply Chain Analytics And Operations Management, Healthcare Analytics, Manufacturing System Planning And Scheduling, Big Data Analytics, Software System Architecture

Pang James

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

Intelligent Transportation Systems, Traffic flow theory and traffic control, Multimodal transportation systems, Shared Mobility, Connected and Automated Vehicles, Machine learning and blockchain applications in transportation

Yang Kaidi

Zhang Junyu

behavioral economics, experimental economics, genoeconomics, neuroeconomics

Zhong Songfa

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Healthcare Service Optimisation, Decision Making And Optimisation Under Uncertainty

SIM Melvyn

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

Zhang Hanqin

Tan Kok Choon

New Product Development, Innovation Sourcing, Economics of AI, Wisdom of Crowds

Chen Zhi

IORA

Resources