Lab members

< Professor >

Taesik Lee

Taesik Lee

E-mail: taesik.lee@kaist.edu

Research interest

Healthcare analytics, Disaster response system, Modeling & simulation of large-scale systems, Systems engineering, Decision making under uncertainty

Personal Page

CV

< Ph.D. Students >

Kyeonghyeon Park

Kyeonghyeon Park

E-mail: kyeonghyeon.park@kaist.ac.kr

Research interest

Reward design, Multi-agent reinforcement learning, Non-cooperative multi-agent system

Personal Page

Huijae Kim

Huijae Kim

E-mail: huijae.kim@kaist.ac.kr

Research interest

Healthcare service system design, Data analytics, Optimization

Personal Page

Jungwoo Kim

Jungwoo Kim

E-mail: jungwoo415@kaist.ac.kr

Research interest

Discrete choice modelling, Data mining, Healthcare delivery system, Agent-based simulation

Personal Page

Ji-Su Lee

Ji-Su Lee

E-mail: jisulee@kaist.ac.kr

Research interest

Healthcare delivery and payment system optimization, Distributive justice in healthcare

Personal Page

< M.S. Students >

Yong Hoon Choi

Yong Hoon Choi

E-mail: choeyhun@kaist.ac.kr

Research interest

Optimization, Military Operational Research

Personal Page

Joon Im

Joon Im

E-mail: joonim14@kaist.ac.kr

Research interest

Operations Research, Data Science

Personal Page

Anurag Yadav

Anurag Yadav

E-mail: anusim2003@kaist.ac.kr

Research interest

Operations Research, Data Science

Personal Page

Joongchan Ahn

Joongchan Ahn

E-mail: jchan.ahn@kaist.ac.kr

Research interest

Operations Research, Applied Statistics

Personal Page

Jeongmin Son

Jeongmin Son

E-mail: jmson@kaist.ac.kr

Research interest

Optimization, System design & Analytics

Personal Page

Eunbi Na

Eunbi Na

E-mail: eunbina@kaist.ac.kr

Research interest

Data Science, Data Analytics

Personal Page

Jihwan Bae

Jihwan Bae

E-mail: liam22@kaist.ac.kr

Research interest

Decision Science, Data Analytics

Personal Page

Haoyuan Cui

Haoyuan Cui

E-mail: howon@kaist.ac.kr

Research interest

Multi-agent reinforcement learning, Optimization

Personal Page

< Alumni-Ph.D. >

Hyelim Shin

Ph.D., 2024

Thesis Title: Optimal epidemic control incorporating the effect of individual policy compliance decision on the spread of disease

Hyunjin Lee

Ph.D., 2020

Thesis Title: Data-driven approach for demand estimation and optimization of EMS system operation

Hyun-Rok Lee

Ph.D., 2020

Thesis Title: Algorithm and application of imitation learning and reinforcement learning for sequential decision making problems with multiple agents

Kyohong Shin

Ph.D., 2019

Thesis Title: Sequential Decision Making Problems for Operation Management of Emergency Medical Services System in Mass-casualty Incidents

Kyosang Hwang

Ph.D., 2019

Thesis Title: Location Problem of Medical Institutions in the Medically Under-served Areas in Korea Considering Demand Patterns Using Choice Model

Hochang Nam

Ph.D., 2019

Thesis Title: Analysis of Effect of Information in Application-based Taxi Service System

Hyunil Noh

Ph.D., 2017

Thesis Title: Modeling and Analysis of Enhanced Information and Decision-Making through Introduction of Combat Information System

Inkyung Sung

Ph.D., 2016

Thesis Title: Optimal Allocation of Emergency Medical Resources in Mass Casualty Incidents

Youngwoo Lee

Ph.D., 2016

Thesis Title: Development of Combat Effectiveness Metric Using Network Representation of Combat Environment

Hoon Jang

Ph.D., 2014

Thesis Title: Location Problems for Designing Trauma Care System in Korea

Soonyong Bae

Ph.D., 2011

Thesis Title: A Research Model for Consumer's Perception of Online Consumer Reviews

< Alumni-M.S. >

Jeong Yeo

M.S., 2024

Thesis Title: Analyzing the Supply Chain Network Created from the Conventional Relation Extraction Model and ChatGPT: Focusing on S&P 500 Companies

Junyoung Jung

M.S., 2023

Thesis Title: Estimation of the First Arrival Time on the Epidemic Disease Transmission Network

Yuna Kim

M.S., 2022

Thesis Title: Rethinking the Value of Representation Pairs via Supervised Momentum Contrastive Learning

Hyewon Park

M.S., 2022

Thesis Title: Effectiveness of network-based social distancing policy considering adherence with quarantine policy

Yoorim Song

M.S., 2021

Thesis Title: Optimization of Bus Operation System Considering the Passenger Arrival Pattern

Huijae Kim

M.S., 2021

Thesis Title: Designing and Analizing a Deep-learning-based Multi-input model to Predict the Outcome of R&D Projects

Tooba Binte Asif

M.S., 2021

Thesis Title: Healthcare Resource Allocation Model Incorporating Consumer Choice and Its Uncertainty

Kyeonghyeon Park

M.S., 2020

Thesis Title: Analyzing Korean Inpatient Care Supply Structure Reform Strategies With a Dynamic Simulation Model

Monica Campana

M.S., 2020

Thesis Title: Case Study on the Ambulance Location in the Dominican Republic

Taehyun Kim

M.S., 2019

Thesis Title: Impact of Price Regulation and Market Intervention in Health Care Market Competition with Semi-Altruistic Providers

Kyuhyeon Shin

M.S., 2018

Thesis Title: Improving the Measurement of the Korean Emergency Medical System's Spatial Accessibility

Soochan Kim

M.S., 2018

Thesis Title: Countermaneuver Support Mission Scheduling Considering the Job Splitting and Cooperation Property

Mohamed T.A. Mohamed

M.S., 2017

Thesis Title: Mathematical Modelling and Optimization of Distributed Capacitated Kidney Paired Donation Programs with Transportability Kidneys After Nephrectomy

Yona Kim

M.S., 2017

Thesis Title: Defining Health Serivce Areas in Korea for Research on Geographic Variations in Health Service Utilization

Inseon Baek

M.S., 2016

Thesis Title: Maximal Covering Location Problem Modeling on the Passive Bistatic Radar Systems for Detecting Small Unmanned Aerial Vehicles

Jukrin Moon

M.S., 2014

Thesis Title: Infrastructure Interdependency Modeling for Cascading Failure Assessment

KyungHyeok Baek

M.S., 2012

Thesis Title: Study on the Optimal Location of Low Altitude Air Defense Radar

Seungeun Lee

M.S., 2011

Thesis Title: The Effect of Each Measure of the Network Centralities in the Aspect of Disease Intervention

Nara Yeon

M.S., 2011

Thesis Title: A Study on Scenario Screening for Stochastic Disease Spreading Models Using Simulation

Jihyun Yoon

M.S., 2010

Thesis Title: Factors Affecting Consumer's Trust on Internet Health Information

Heoksung Lee

M.S., 2010

Thesis Title: Factors Affecting User Acceptance of the Online Health Information Providing Service