Chuljin Park
Chuljin Park (박철진)
Associate Professor (부교수)
Advisor/Project Leader of the Stochastic Operations Research Lab.
Dept of Industrial Engineering
Education
PhD, 2013, Industrial and Systems Engineering (Major: Operations Research, Minor: Statistics), Georgia Institute of Technology
MS, 2010, Industrial and Systems Engineering (Operations Research), Georgia Institute of Technology
BS, 2007, Mechanical Engineering, KAIST.
Position Held
Associate Professor, Department of Industrial Engineering, Hanyang University, 2021 - present.
Assistant Professor, Department of Industrial Engineering, Hanyang University, 2014 - 2020.
Research Assistant Professor, Department of Mathematical and Statistical Sciences, University of Colorado Denver, 2013 - 2014.
Park, C., S.-H. Kim. 2015. Penalty function with memory for discrete optimization via simulation with stochastic constraints. Operations Research 63(5): 1195-1212. [link]
Lee, M.L., C. Park, D.U. Park. 2018. Self-adjusting the tolerance level in a fully sequential feasibility check procedure. European Journal of Operational Research 271(2): 733-745. [link]
Kim, H., C. Park, Y. Kang. 2020. Distribution-guided heuristic search for nonlinear parameter estimation with an application in semiconductor manufacturing. IISE Transactions 52(11): 1246-1261. [link]
Han, J., S.-H. Kim, C. Park. 2021. Improved penalty function with memory for stochastically constrained optimization via simulation. ACM Transactions on Modeling and Computer Simulation (TOMACS) 31(4): Article No. 24. [link]
Zhou, Y., S. Andradottir, S.-H. Kim, C. Park. 2022. Finding feasible systems for subjective constraints using recycled observations. INFORMS Journal on Computing 34(6): 3080-3095. (Selected as a featured article) [link]
Honors and Awards
Best Patent Award (the 2nd place), SK hynix, 2019.[link]
CHADONGWAN Young Researcher Award, KORMS (The Korean Operations Research and Management Science Society), 2018. [link]
Best Teacher Award, Hanyang University, 2018.
Best Reviewer Award, Omega (The International Journal of Management Science), 2015.[link]
Services
Academic Services (International)
Local Operating Committee/Stream Chair, The 22nd Conference of the International Federation of Operational Research Society (IFORS), 2021.
Organizing Committee, The Fifth International Conference on the Interface Between Statistics and Engineering, 2019.
Technical Program Chair, Asia Pacific Conference of the Prognostics and Health Management Society, 2017.
Local Organizing Co-chair, the 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modelling, 2016.
Organization Committee, AsiaSim Conference, 2015.
Academic Services (Local)
한국경영과학회 이사, 2020-2024.
한국산업경영시스템학회 이사, 2023.
대한산업공학회 학술이사, 2017-2022.
한국산업경영시스템학회지 편집위원, 2019-2020.
한국품질경영학회 위원장, 2018-2019.
한국시뮬레이션학회 편집이사, 2016-2017.
한국시뮬레이션학회지 편집위원, 2016-2017.
대한산업공학회지 편집위원, 2015-2017.
Industrial Services (Local)
서울물연구원 연구개발협의회 위원, 2020-2024.
Professional Affiliations
Member of INFORMS
Member of INFORMS Simulation Society
Member of INFORMS Computing Society
Member of the Korean Institute of Industrial Engineering
Member of the Korean Operations Research and Management Science Society
Research Grants
(Korean) 4단계 BK21사업 미래인재 양성사업(과학기술 분야): 공유와 협력에 기반한 스마트 시스템 교육연구팀, 교육부, 참여자(Participant), 2020-2027.
(Korean) 스마트 풀필먼트 센터 운영을 위한 강화학습 기반 의사결정 시스템, 한국연구재단, 연구책임자(PI), 2022-2025.
(Korean) AI 단기집중 교육을 통한 현장 맞춤형 AI 전문인력 양성 프로그램 기획/운영, 한양대학교&LG전자, 참여자(Participant), 2021-2022.
(Korean) 기계학습을 통한 반도체 소자의 임계 치수 계측 효율 향상, 한국연구재단, 연구책임자(PI), 2019-2022.
(Korean) 시뮬레이션 표준모델 구축 시뮬레이션 툴(Simio) 고도화, CJ대한통운, 연구책임자(PI), 2021.
(Korean) LX 미래 스마트시티 서비스 사업화 모델 수립 및 제도 개선 방안 연구, 한국국토정보공사, 공동연구자(Co-PI), 2019-2020.
(Korean) 2019 하반기 우수 석박사통합과정 추가 지원 사업 , 한양대학교, 연구책임자(PI), 2019-2020.
(Korean) 스마트 센서를 이용한 최적 환경 모니터링 네트워크 설계, 한국연구재단, 연구책임자(PI), 2016-2019.
(Korean) 확률적 해 찾기 문제에서 확률적 이분법 알고리즘 개선, 한국과학창의재단, 연구책임자(PI), 2017.
(Korean) OCD 스펙트럼 Library 기술 개발, SK hynix, 연구책임자(PI), 2016-2017.
(Korean) 조류 대응 최적 전처리 무기 막여과 공정 및 운영 기술 개발, 국토교통부, 참여자(Participant), 2015-2016.
(Korean) 전수명주기 RAM 표준자료체계 연구 용역, 심네트, 참여자(Participant), 2015.
(Korean) 센서의 확률적 측정 오차를 고려한 최적 센서 네트워크 설계, 한양대학교, 연구책임자(PI), 2014-2015.
Teaching Courses
Hanyang University (Graduate)
INE 6049 Introduction to Reinforcement Learning (Fall, ongoing)
INE 9104 Simulation Techniques in Machine Learning (Fall, ongoing)
INE 9065 Advanced Linear and Nonlinear Programming (Spring, ongoing)
INE 9103 Creative Research and Paper (Fall, 2016)
INE 9102 Stochastic Process (Spring, 2016 & 2018)
INE 9014 Computer Simulation (Fall, 2015)
Hanyang University (Undergraduate)
INE 1006 Simulation (Fall, ongoing)
INE 3079 Management Science and Operations Research 2 (Fall, ongoing)
INE 3079 Management Science and Operations Research 1 (Spring, ongoing)
INE 2015 Mathematics of Industrial Engineering (Spring, ongoing)
COE 3052 Engineering Mathematics 2 (Fall, 2014)
COE 3051 Engineering Mathematics 1 (Spring, 2014)
INE 4031 Business Process Management (Spring, 2014)
University of Colorado, Denver (Undergraduate)
MATH 3195 Linear Algebra and Differential Equations - Session 001 and 002 (Fall, 2013)
Georgia Institute of Technology (Undergraduate)
ISYE 2027 Probability with Applications (Summer, 2011)
Presentations/Seminars/Lectures
Selected International Conference Presentations
Parameter estimation via random search with surrogate and simulation models for multiple vectors of observations. INFORMS Annual Meeting, Phoenix, AZ, USA. October 17, 2023. (contributed talk)
One-dimensional stochastic root finding using Bayes decisions. IFORS 2021, Seoul, South Korea. August 25, 2021.
Repeatedly estimating correlated and normally distributed parameters of an expensive and highly nonlinear model. INFORMS Annual Meeting, Seattle, WA, USA. October 21, 2019. (invited talk)
A simulation optimization framework to find the optimal numbers of medical staffs in an emergency department. INFORMS Healthcare Conference, Rotterdam, Netherlands. July 28, 2017. (contributed talk)
A new nonlinear parameter estimation and its application to critical dimension measurements in a semiconductor industry. The 2nd Pacific RIM Statistical Conference for Production Engineering, Seoul, South Korea. December 16, 2016.
Fully sequential procedure for feasibility determination without the tolerance level. INFORMS International Conference, Waikoloa Village, HI, USA. June 15, 2016. (contributed talk)
The bivariate measure of risk and error (BMORE) plot. Winter Simulation Conference 2015, Huntington Beach, CA, USA. December 7, 2015. (invited talk)
Selected International Workshop Participation
Stochastic simulation analysis: Past, present, and future challenges, Atlanta, GA, US. April 29, 2018.
Future research directions in digital simulation methodology for the next 10 years. Banff International Research Station, Banff, AB, Canada. April 28-April 30, 2017. [link]
A conversation between computer science and operations research on stochastic optimization. National Science Foundation, Rutgers, NJ. May 30-June 1, 2012.
Recent Invited Seminars (Academia)
Adaptive feasibility check procedure and its application to operations of an emergency department, POSTECH, Pohang, South Korea, April 21, 2017.
A new fully sequential procedure for feasibility determination and its application to operations of an emergency department, KAIST, Daejeon, South Korea, August 30, 2016.
Penalty function with memory for stochastically constrained discrete optimization via simulation, Tunghai University, Taichung City, Taiwan, Feb 11, 2015.
C. Penalty function with memory for stochastically constrained discrete optimization via simulation, National Cheng Kung University, Tainan City, Taiwan, Feb 10, 2015.
Optimization via simulation over discrete decision variables in a presence of stochastic constraints, Hanyang University (ERICA), Ansan, South Korea, May 7, 2014.
Invited Seminars/Lectures/Consulting (Industry)
DX Intensive Course: Exploratory data analysis (Statistical Modeling), LG Electronics, Seoul, South Korea, 2021-2023. [link]
Courses for Business Developers based on Business Analytics: Linear algebra & basic statistical methods for data analytics, Institute of Information and Communications Technology Planning & Evaluation, Seoul, South Korea, 2021.
Course: Operations research and management science, Hyundai Heavy Industry, Seoul, South Korea, 2020.
i-TAP: Designing an automatic operating system for the optimal operation of the OAC system, SK Hynix, Yeoju, South Korea, 2018-2019.
i-TAP: Statistical algorithms for measurement of HAR patterns, SK Hynix, Yeoju, South Korea, 2016.
Seminar: Applications of machine learning techniques to environmental management, Seoul Waterworks Research Institute, Seoul, South Korea, 2016.
STA: Statistical algorithms for advanced MI, SK Hynix, Yeoju, South Korea, 2015-2016.
Short course: Introduction to Industrial Engineering (Operations research part), Hyundai NGV, Seoul, South Korea, 2015.