Elementor #20614

Professor Georgia Perakis

International Advisory Board Member

Mr. Marc Dragon

International Advisory Board Member

Professor David D. Yao

International Advisory Board Member

Dr. Simon Chong-Wee See

International Advisory Board Member

Optimisation Under Uncertainty, Discrete Choice, Social Choice, Inventory Theory, Supply Chain Management, Combinatorial Optimisation,
Operations Research.

Teo Chung Piaw

Executive Director

Department of Analytics and Operations, NUS Business School

Supply Chain
Combinatorial Optimization, Discrete Choice Models, Inventory Management, Optimisation Under Uncertainty

Stochastic control, Stochastic models, Robust decision making and learning, Decentralized optimization, Control of stochastic systems, Applications in financial engineering and Operations Research

Lim Andrew

Deputy Director

Analytics & Operations, Finance

Finance
Decentralized Optimization, Robust Optimization, Stochastic Control

Stochastic control, Statistical analysis of stochastic processes, Optimization, Risk management, Decision making under uncertainty, Strategic incentives, Information economics.

Jussi Keppo

Research Director (Industry)

Analytics & Operations

Information Economics, Optimization, Risk Management, Statistical Analysis, Stochastic Control, Stochastic Processes

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

Research Interest

Application Focus

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

Wang Guanyi

Assistant Professor

Industrial Systems Engineering and 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

behavioral economics, experimental economics, genoeconomics, neuroeconomics

Zhong Songfa

Associate Professor

Department of Economics

Behavioral Economics, Genoeconomics, Neuroeconomics

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

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

Behavioural And Experimental Economics , Social Influence

Chong Juin Kuan

Associate Professor

Marketing

Behavioral Economics

portfolio optimization, data-driven decision making

Zhao Long

Analytics & Operations

Data-driven Optimization, Portfolio 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

Behavioral Operations Management

Wu Yaozhong

Associate Professor

Analytics & Operations

Behavioral OM

Healthcare Service Optimisation, Decision Making And Optimisation Under Uncertainty

SIM Melvyn

Professor

Analytics & Operations

Healthcare
Optimisation Under Uncertainty

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

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

Transportation Network Modeling and Optimization, Shipping and Intermodal Freight Transportation Analysis, Quantitative Risk Assessment (QRA) of Transport Operations

Meng Qiang

Professor

Civil and Environmental Engineering

Maritime, Transportation
Network Modeling, Risk analytics

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Senior Research Fellow

Analytics & Operations

Data-driven Optimization, Optimisation Under Uncertainty

Supply Chain Management, Inventory Management, Interface Between Operations And Marketing/finance Risks And Disruptions In Supply Chains

Chen Gongtao Lucy

Analytics & Operations

Finance, Supply Chain
Inventory Management, Risk Management

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

Qin Hanzhang

Assistant Professor

Industrial Systems Engineering and Management

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

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 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

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

Research Interest

Application Focus

Integer programming and its application

Wang Quanmeng

Alumni, Research Fellow

integer Programming

Applied OR and Data Analytics In Port Logistics, healthcare

Krishnamoorthy Rajeeva Lochanamoorthy

Senior Research Fellow

Healthcare, Maritime
Applied OR

Heuristics for robust yard allocation scheduling, Behavior perception-based disruption models for BACAP, Decision model for berth allocation under uncertainty considering service level, Robust optimization model for berth allocation problem

Liu Changchun

Senior Research Fellow

Airline, Maritime
Robust Optimization

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Senior Research Fellow

Analytics & Operations

Data-driven Optimization, Optimisation Under Uncertainty

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

Zhang Shuguang

Research Fellow

Supply Chain
Data-driven Optimization

Yann Fraboni

Research Fellow

Supply Chain Analytics; Intelligent Demand Forecasting; Data Driven Inventory Optimization; Food Supply Chain Resilience; Deep Learning Models and Algorithms; Stochastic Network Modeling and Optimization

Yuan Xue Ming

Senior Research Fellow

Supply Chain
Deep Learning, Demand Forecasting, Inventory Management, Network Modeling, Optimization, Stochastic Modeling

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

Decision making under uncertainty

Tan Hong Ming

Alumni, Research Fellow

Optimisation Under Uncertainty

Privacy and Fairness in Data Mining and Machine Learning; Machine Learning; Evolutionary Multi-Objective Optimization; Constraint Programming

Cheng Peng

Senior Research Fellow

Constraint Programming, Machine Learning

Energy Finance, Time Series Analysis, Quantitative Finance, Explainable Machine Learning

Li Wei

Research Fellow

Finance
Machine Learning

Predictive Analytics with Big Data, Retail Supply Chain Analytics, Data Warehouse Architect, ETL Development, Data modelling and design, Data infrastructure, CRM and Customer Analytics

Tan Siang Long Herman

Adjunct Research Fellow

Retail Analytics
Applied OR, Supply Chain

Smart-city Logistics & Operations, Cross-border E-commerce Operations, Platform-based Retailing & Operations

Sun Libo

Research Fellow

Sparse estimation, regularization in deep learning, Bayesian optimization

Liu Peng

Adjunct Research Fellow

Bayesian models, Deep Learning

Optimization over the Stiefel manifold, Riemannian optimization, Nonsmooth optimization.

Xiao Nachuan

Research Felllow

Optimization

Adversarial machine learning, Distributionally robust optimization

Yue Zhao

Research Fellow

Distributionally Robust Optimization, Machine Learning

Revenue Management, Online Convex Optimization, Robust Optimization

Li Xiaolong

Alumni, Research Fellow

Convex Optimization, Revenue Management, Robust Optimization

Koh Chaik Ming

Senior Research Fellow

Predictive Analytics with big data, retailing analytics, learning with small data, customer choice modeling

Huang Shanshan

Research Fellow

Retail Analytics
Discrete Choice Models

Bayesian Statistics, Machine Learning

Lae Chung Khim

Adjunct Research Fellow

Machine Learning

Machine Learning, Information Theory and Statistics

Yang Junwen

Student

Information Theory, Machine Learning

Sustainable Operations Management, Maritime Studies

Sun Qinghe

Alumni

Maritime
Operations Management, Sustainability

Supply Chain Management, Machine Learning, Decision Making Under Uncertainty

Wu Meixi

Student

Supply Chain
Machine Learning, Optimisation Under Uncertainty

Financial technology, Operations research and machine learning in financial engineering

Jiang Gaozhe

Student

Finance
Machine Learning, Operations Research

Optimization, Stochastic Modeling, Risk Management, Supply Chain and Logistics

Wei Zhaoxuan

Student

Logistics, Supply Chain
Optimization, Risk Management, Stochastic Modeling

Optimization, Revenue Management, Online Machine Learning

Tang Yuxuan

Student

Machine Learning, Optimization, Revenue Management

Lim Kok Tong

Student

Optimization, Supply Chain, Revenue Management

Ke Nan

Student

Supply Chain
Optimization, Revenue Management

Decision making under uncertainty

Tan Hong Ming

Alumni, Research Fellow

Optimisation Under Uncertainty

Dynamic Programming, Information Design, Mechanism Design, Sequential Search

Xiao Yangge

Student

Dynamic Programming, Mechanism Design

Discrete Optimization

Zhang Weizhou

Student

Optimization

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

Shu Pengfeng

Student

Supply Chain, Transportation
Data-driven Optimization

Numerical Methods, Optimization, Data Science, Stochastic Processes, Multi-Variates Statistics, Extreme Value Theory

Ngan Ngiap Teng

Student

Extreme Value Theory, Optimization, Stochastic Processes

Ho Yu Da

Student

Statistics, Machine Learning

Lim Ek Hong

Student

Machine Learning, Statistical Analysis

Operations Research Applications, Optimisation with Uncertainty

Yang Wenjie

Student

Operations Research, Optimisation Under Uncertainty

Capacity sharing, Service operation, Supply chain

Wu Zhongming

Visiting Student

Service, Supply Chain

Integer programming and its application

Wang Quanmeng

Alumni, Research Fellow

integer Programming

Behavioral Operations Management

Liu Guangning

Student

Behavioral OM

Decision-making Under Uncertainty, Supply Chain Management

Anas Abdelhakmi

Student

Supply Chain
Optimisation Under Uncertainty

Optimization, Supply Chain Management

Zhen Chunyan

Visiting Student

Supply Chain
Optimization

On-demand service platforms, operation and supply chain management

He Juan Eryn

Alumni

Supply Chain

Decision Making Under Uncertainty, Optimization, Supply Chain Management

Zhu Yufei

Student

Supply Chain
Optimisation Under Uncertainty, Optimization

Discrete Optimization

Cheng Minjiao

Student

Optimization

Professor Georgia Perakis

Mr. Marc Dragon

Professor David D. Yao

Dr. Simon Chong-Wee See

Optimisation Under Uncertainty, Discrete Choice, Social Choice, Inventory Theory, Supply Chain Management, Combinatorial Optimisation, Operations Research.

Teo Chung Piaw

Stochastic control, Stochastic models, Robust decision making and learning, Decentralized optimization, Control of stochastic systems, Applications in financial engineering and Operations Research

Lim Andrew

Stochastic control, Statistical analysis of stochastic processes, Optimization, Risk management, Decision making under uncertainty, Strategic incentives, Information economics.

Jussi Keppo

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

Goh Joel

Research Interest

Application Focus

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

Wang Guanyi

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

Pang James

behavioral economics, experimental economics, genoeconomics, neuroeconomics

Zhong Songfa

Econometrics, Empirical Industrial Organizations

Sorawoot Srisuma

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

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

Chen Zhi

Behavioural And Experimental Economics , Social Influence

Chong Juin Kuan

portfolio optimization, data-driven decision making

Zhao Long

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

Cheung Wang Chi

Behavioral Operations Management

Wu Yaozhong

Healthcare Service Optimisation, Decision Making And Optimisation Under Uncertainty

SIM Melvyn

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

Microeconomic Theory, Game Theory

Satoru Takahashi

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

Li Xiaobo

Transportation Network Modeling and Optimization, Shipping and Intermodal Freight Transportation Analysis, Quantitative Risk Assessment (QRA) of Transport Operations

Meng Qiang

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Supply Chain Management, Inventory Management, Interface Between Operations And Marketing/finance Risks And Disruptions In Supply Chains

Chen Gongtao Lucy

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

David Nott

Qin Hanzhang

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

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

Goh Joel

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

Zhang Hanqin

Port Logistics and Maritime Transportation, Simulation optimization, Inventory Management

Chew Ek Peng

Research Interest

Application Focus

Integer programming and its application

Wang Quanmeng

Applied OR and Data Analytics In Port Logistics, healthcare

Krishnamoorthy Rajeeva Lochanamoorthy

Heuristics for robust yard allocation scheduling, Behavior perception-based disruption models for BACAP, Decision model for berth allocation under uncertainty considering service level, Robust optimization model for berth allocation problem

Liu Changchun

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

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

Zhang Shuguang

Yann Fraboni

Supply Chain Analytics; Intelligent Demand Forecasting; Data Driven Inventory Optimization; Food Supply Chain Resilience; Deep Learning Models and Algorithms; Stochastic Network Modeling and Optimization

Yuan Xue Ming

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

Huang Jinjia Aaron

Decision making under uncertainty

Tan Hong Ming

Optimisation Under Uncertainty, Discrete Choice, Social Choice, Inventory Theory, Supply Chain Management, Combinatorial Optimisation,
Operations Research.