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Elementor #20614

Research Interest

Application Focus

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
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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
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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
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Behavioural And Experimental Economics , Social Influence

Chong Juin Kuan

Associate Professor
Marketing
  • Behavioral Economics
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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
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Uncertainty quantification and data science, data-driven decision making

YE Zhisheng

Associate Professor
Industrial Systems Engineering and Management
  • Data-driven Optimization
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I am broadly interested in mathematical optimization and its applications to the data sciences. I am specifically interested in developing optimization-based methodology for a range of data processing problems, as well as understanding the performance and limitations of widely used optimization-based methods in the data sciences

Soh Yong Sheng

Mathematics
  • Optimization
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Zhu Yuting

Assistant Professor
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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
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Retail Analytics, Demand Forecasting with Machine Learning, Inventory and Supply Chain Management

Wang Tong

Associate Professor
Industrial Systems Engineering and Management
  • Demand Forecasting with Machine Learning, Inventory and Supply Chain Management, Retail Analytics
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behavioral economics, experimental economics, genoeconomics, neuroeconomics

Zhong Songfa

Associate Professor
Department of Economics
  • Behavioral Economics, Genoeconomics, Neuroeconomics
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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
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Zhang Junyu

Assistant Professor
Industrial Systems Engineering and Management
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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
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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
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Mathematical optimization, particularly mixed-integer nonlinear programming and nonsmooth optimization, along with their applications in operations research, data science, and other related fields.

Shaoning Han

Affiliated Faculty
Mathematics
  • data science, Mathematical optimization, mixed-integer nonlinear programming, nonsmooth optimization, Operations Research
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Econometric theory, Macroeconometrics, Financial Econometrics.

Denis Tkachenko

Senior Lecturer
Department of Economics
  • Econometrics, Macroeconomics
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Information Theory, Machine Learning, Statistical Signal Processing

Tan Yan Fu Vincent

Associate Professor (Dean’s Chair)
Electrical and Computer Engineering, Mathematics
  • Information Theory, Machine Learning, Statistical Signal Processing
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Econometrics, Empirical Industrial Organizations

Sorawoot Srisuma

Associate Professor
Department of Economics
  • Econometrics
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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
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Qin Hanzhang

Assistant Professor
Industrial Systems Engineering and Management
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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
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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
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Robert De Souza

The Logistics Institute Asia Pacific
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Research Interest

Application Focus

Operation Management, Online Convex Optimization, Data Envelopment Analysis

Zhang Ganggang

Research Assistant
  • Convex Optimization, Operations Management
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Optimization and Transportation network modeling

Liang Jinpeng

Visiting Student
  • Transportation
  • Network Modeling, Optimization
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Optimisation, Graph Theory, Network Analysis

Eugene Ang Teng Yen

Student
  • Graph Theory, Network Modeling, Optimization
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Statistics, Machine Learning

Lim Ek Hong

Alumni
  • Machine Learning, Statistical Analysis
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Optimization, Supply Chain, Revenue Management

Ke Nan

Student
  • Supply Chain
  • Optimization, Revenue Management
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Combinatorial Optimization, Data-Driven Predictive Analytics

Li Jingying

Student
  • Optimization
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Logistics, Supply Chain Analysis, Operations And Marketing Interface, Business Analytics,

Liu Jingren

Student
  • Logistics, Supply Chain
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Federated Learning, Recommendation System, Blockchain

Mai Peihua

Student
  • Blockchain, Learning
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Optimization, Stochastic Processes, Statistics, Modelling and Simulation, Data Analysis, Spatio-temporal modelling

Atlanta Chakraborty

Alumni
,
  • Optimization, Stochastic Processes
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Supply Chain and Revenue Management, Smart-City Operations

Ni Tu

Student
  • Smart City, Supply Chain
  • Revenue Management
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Healthcare Operations Management

Cheng Guang

Student
  • Healthcare
  • Operations Management
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Data analytics, discrete choice analysis, stochastic modeling, optimization, revenue management, operations-marketing interface, sustainability, supply chain management,

Mao Ruijiu

Student
  • data analytics, discrete choice analysis, operations-marketing interface, Optimization, Revenue Management, Stochastic Modeling, supply chain management, Sustainability
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Sustainable Operations Management, Maritime Studies

Sun Qinghe

Alumni
,
  • Maritime
  • Operations Management, Sustainability
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Decision making under uncertainty

Tan Hong Ming

Alumni, Research Fellow
,
  • Optimisation Under Uncertainty
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Decision-Making Under Uncertainty, Robust Decision-Making and Learning

Anas Abdelhakmi

Student
  • Supply Chain
  • Decision-Making Under Uncertainty, Robust Decision-Making and Learning
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Behavioral Operations Management

Liu Guangning

Student
  • Behavioral OM
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Discrete Optimisation, Optimisation under Uncertainty, Data-Driven Optimisation in transportation

Chua Yonzheng, Jerry

Student
  • Transportation
  • Optimisation Under Uncertainty, Optimization
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Optimization under Uncertainty, Conic Programming

Chen Li

Alumni
,
  • Conic Programming, Optimisation Under Uncertainty
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Dynamic Programming, Data Science, Machine Learning

Billy Tim Anthony

Student
  • Dynamic Programming, Machine Learning
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Predictive Analytics with big data, retailing analytics, learning with small data, customer choice modeling

Huang Shanshan

Research Fellow
  • Retail Analytics
  • Discrete Choice Models
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Supply Chain Management, Machine Learning, Decision Making Under Uncertainty

Wu Meixi

Student
  • Supply Chain
  • Machine Learning, Optimisation Under Uncertainty
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Optimization, Revenue Management, Online Machine Learning

Tang Yuxuan

Student
  • Machine Learning, Optimization, Revenue Management
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Optimization under uncertainty, decision-making problems

Wenyu Wang

Student
Analytics & Operations
  • decision-making problems, Optimization under uncertainty
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Intelligent transportation system, Automated vehicles, Optimization, Simulation

Yu Haokun

Student
  • Transportation
  • Optimization, Simulation
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