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Director
IMG_3020.JPG

Dr. Kangbok Lee

Professor

Research Area

  • Management Science

  • Supply Chain Management

  • Combinatorial Optimization

 

Tel  +82-54-279-2374

Email: kblee@postech.ac.kr

​

EDUCATION

  • Ph.D. in Industrial Engineering (Operations Research), February 2004
    Pohang University of Science and Technology, Pohang, Korea
     

  • M.S. in Industrial Engineering (Operations Research), February 2000
    Pohang University of Science and Technology, Pohang, Korea
     

  • B.S. in Industrial Engineering, February 1998
    Pohang University of Science and Technology, Pohang, Korea

 

PROFESSIONAL EXPERIENCE

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PROFICIENCY AND SKILLS

  • Software: MS-office(skillful), Arena(Simulation), Cplex(Optimization), Gurobi(Optimization)

  • Programming: C, C++ (skillful), Python, Excel-Macro

  • Operating Systems: Unix, Mac OS (9 & X), and Windows

  • Foreign Languages: English(fluent)

 

HONORS AND AWARDS

  • The 16th prize for outstanding thesis from KOFST (Korean Federation of Science and Technology Societies), 2006.  
    Hark-Chin Hwang, Kangbok Lee and Soo Y. Chang, 
    The effect of machine availability on the worst-case performance of LPT, 
    Discrete Applied Mathematics 148 (1), 2005, 49-61

 

TEACHING EXPERIENCE

  • Teaching Assistant at Industrial Engineering Department, Pohang University of Science and Technology, Pohang, Korea

    • Operations Research I (undergraduate), Spring 1998

    • Advanced Linear Programming (graduate), Spring 1999

    • Advanced Linear Programming (graduate), Fall 2000
       

  • Teaching at Rutgers Business School

    • Demand Planning & Fulfillment (undergraduate), Spring 2013
       

  • Teaching at School of Business and Information Systems, The City University of New York (CUNY)

    • Production Operations Management (undergraduate), 3 Sections Fall 2013

    • Production Operations Management (undergraduate), 1 Section Winter 2014

    • Production Operations Management (undergraduate), 3 Sections Spring 2014

    • Materials and Inventory Production Control (undergraduate), 1 Section Spring 2014

    • Production Operations Management (undergraduate), 2 Sections Fall 2014

    • Production Operations Management (undergraduate), 1 Section Winter 2015

    • Production Operations Management (undergraduate), 2 Sections Spring 2015

    • Production Operations Management (undergraduate), 1 Section Summer 2015

    • Production Operations Management (undergraduate), 2 Sections Fall 2015

    • Production Operations Management (undergraduate), 2 Sections Spring 2016
       

  • Teaching at Industrial and Management Engineering Department, Pohang University of Science and Technology, Pohang, Korea

    • Mathematical Programming (undergraduate) Fall 2016

    • Product, Production, Process, and Design (undergraduate) Spring 2017

    • Production Planning & Control (undergraduate) Spring 2017

    • Scheduling Systems (graduate) Fall 2017

    • Production Operations Management (undergraduate) Spring 2018

    • Operations Research I (undergraduate) Spring 2018

    • Introduction to IME (undergraduate) Fall 2018

    • Network Flows (graduate) Fall 2018

    • Production Operations Management (undergraduate) Spring 2019

    • Operations Research I (undergraduate) Spring 2019

    • Scheduling Systems (graduate) Fall 2019

    • Production Operations Management (undergraduate) Spring 2020

    • Operations Research I (undergraduate) Spring 2020

    • Introduction to IME (undergraduate) Fall 2020

    • Network Flows (graduate) Fall 2020

    • Production Operations Management (undergraduate) Spring 2021

    • Operations Research I (undergraduate) Spring 2021

    • Introduction to Industrial Management Eng (undergraduate) Fall 2022

    • Freshman Research Participation (undergraduate) Fall 2022

    • Introduction to IME (undergraduate) Fall 2022

    • Production Operations Management (undergraduate) Spring 2023

    • Operations Research I (undergraduate) Spring 2023

    • Operations Management of the Steel Industry II (graduate) Summer 2023

 

PH.D. STUDENT ADVISING

​

  • Xiaojuan Jiang, 2021 at POSTECH.  

    • Current position: Shanghai Jiao Tong University (Post-doc)

    • Thesis: Bicriteria Scheduling: Ideal and Approximation Schedules

 

EDITORIAL ACTIVITIES

  • Associate Editor, IJPR (International Journal of Production Research), 2016 – present

 

  • Associate Editor, Journal of Scheduling, 2012 – present

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  • Associate Editor, OR Spectrum, 2022 - present

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  • Proceedings Editor, NBEA (Northeast Business & Economics Association) 2015 Conference, Jamaica, NY, November 5-7, 2015
     

  • Member, Nicholson Prize Committee, INFORMS, 2011 – 2012
     

  • Reviewer for:

    • Advances in Operations Research, Hindawi Publishing Corporation 

    • Annals of Operations Research, Springer

    • Applied Mathematics and Computation, Elsevier

    • Asia-Pacific Journal of Operational Research, APORS

    • Computers and Operations Research, Elsevier

    • Decision Sciences, Decision Sciences Institute

    • IEEE Transactions on Intelligent Transportation Systems, IEEE

    • IIE Transactions, Taylor & Francis

    • International Journal of Production Research, Taylor & Francis

    • Journal of Combinatorial Optimization, Springer

    • Journal of Manufacturing Systems, SME

    • Journal of Scheduling, Springer

    • Manufacturing and Service Operations Management (MSOM), INFORMS

    • Manufacturing and Service Operations Management (MSOM) 2010 Conference, INFORMS

    • Multidisciplinary International Scheduling 2019 Conference, MISTA

    • Naval Research Logistics, Wiley

    • Operations Research, INFORMS

    • OR Spectrum, Springer

    • Production and Operations Management, POMS

    • Theoretical Computer Science, Elsevier

    • Transportation Science, INFORMS

 

INVITED TALKS AND CONFERENCE PRESENTATIONS

  • INFORMS 1999 Philadelphia, PA,          
    “A Vector Sequencing Approach for the Steel Manufacturing Process Scheduling”.
    November 7-10, 1999
     

  • INFORMS-KORMS 2000, Seoul Korea,        
    “Packing Problems for Scheduling Steel Manufacturing Processes” 
    June 18-21, 2000
     

  • INFORMS Spring 2000 Salt Lake City, Utah,
    “The Use of Interval Graphs for the Steel-Mill Scheduling Problem” 
    May 7-10, 2000
     

  • APIEMS 2002 Taipei Taiwan, 
    “Parallel Machine Scheduling with General Machine Shutdowns” 
    November 18, 2002
     

  • Seminar at Watson IBM Research Center, Yorktown Heights, NY
    “Online scheduling with machine eligibility”
    February 15, 2008
     

  • Seminar at Operations Management group, Department of Information, Operations & Management Sciences, 
    Stern school of business, New York University.        
    “Combinatorial optimization problems in LCD panel manufacturing system”.
    March 24, 2008
     

  • INFORMS 2008 Washington D.C.,            
    “Scheduling Jobs with Equal Processing Times Subject to Machine Eligibility Constraints” 
    October 12-15, 2008
     

  • INFORMS 2008 Washington D.C.,            
    “Approximation Algorithms for Multi-agent Scheduling to Minimize Total Completion Time” 
    October 12-15, 2008
     

  • MSOM 2009 Cambridge, MA,      
    “The Container Scheduling Problem”
    June 29-30, 2009
     

  • INFORMS 2009 San Diego, CA,    
    “Online Scheduling on Uniform Machines Subject to Eligibility Constraints” 
    October 11-14, 2009
     

  • INFORMS 2009 San Diego, CA,     
    “Container Scheduling Problem”
    October 11-14, 2009
     

  • Seminar at Operations Management group, Department of Information, Operations & Management Sciences, 
    Stern school of business, New York University.      
    “Combinatorial Optimization Problems in Production and Logistics”
    November 2, 2009
     

  • Seminar at Watson IBM Research Center, Hawthorne, NY 
    “Combinatorial Optimization Problems in Production and Logistics”
    November 6, 2009
     

  • Presentation at Sy Syms School of Business, Yeshiva University, New York, NY
    “Combinatorial Optimization Problems in Container Scheduling”
    March 18, 2010
     

  • INFORMS 2011 Charlotte, NC,    
    “Production Scheduling with History-dependent Setup Times”
    November 13-16, 2011
     

  • INFORMS 2011 Charlotte, NC,   
    “Coordination Mechanisms with Hybrid Local Policies”
    November 13-16, 2011
     

  • INFORMS 2012 Phoenix, AZ,      
    “Bi-Criteria Scheduling on Parallel Machines with Machine Costs”
    October 14-17, 2012
     

  • INFORMS 2012 Phoenix, AZ,     
    “Supply Chain Scheduling with Renewable and Non-renewable Resources”
    October 14-17, 2012
     

  • INFORMS 2012 Phoenix, AZ,       
    “A Solution Approach for Capacitated Multi-echelon Supply Chain Network Problem”
    October 14-17, 2012
     

  • Presentation at Decision Sciences Department, College of Business & Public Administration, 
    Old Dominion University, Norfolk, VA              
    “Combinatorial Optimization in Container Transportation”
    April 12, 2013
     

  • Presentation at School of Management, Marketing and International Business, 
    Kean University, Union, NJ              
    “Emergency Operations in Pharmaceutical Supply Chain Network”
    June 4, 2013
     

  • Presentation (online) at Industrial and Management Engineering Department, 
    Pohang University of Science and Technology, Pohang, Korea
    “Combinatorial Optimization in Container Transportation”
    August 26, 2013
     

  • Faculty Research Seminar Series at School of Business and Information Systems (SBIS), 
    York College, City University of New York, Jamaica, NY
    "Combinatorial Optimization in Container Transportation"
    November 12, 2013
     

  • MOPTA 2014 (Modeling and Optimization: Theory and Applications) 
    Lehigh University, Bethlehem, PA        
    "Two Dimensional Load balancing"
    August 13-15, 2014
     

  • INFORMS 2014 San Francisco, CA
    “Fast approximation algorithms for bi-criteria scheduling with machine assignment costs”
    November 9-12, 2014
     

  • INFORMS 2014 San Francisco, CA
    “Steiner tree inequalities for clustering problems”
    November 9-12, 2014
     

  • INFORMS COMPUTING SOCIETY CONFERENCE 2015 Richmond, VA 
    "Two Dimensional Load balancing"
    January 11-13, 2015
     

  • INFORMS COMPUTING SOCIETY CONFERENCE 2015 Richmond, VA
    "Integer Programming Approach for Tree Partitioning into Subtrees" (poster presentation)
    January 11-13, 2015
     

  • INFORMS 2015 Philadelphia, PA
    “Improved Algorithms for Single Machine Scheduling with Release Dates and Rejections”
    November 1-4, 2015
     

  • INFORMS 2015 Philadelphia, PA
    “Scheduling a Single Batching Machine with Makespan and Total Rejection Cost Objectives”
    November 1-4, 2015
     

  • POMS 2016 Orlando, FL
    “Ideal Schedules on Parallel Machines”
    May 6-9, 2016
     

  • Presentation at POSCO Family Technical Conference 2016, Pohang, Korea
    “Advanced Production Management by Optimization and Artificial Intelligence”
    Aug 25-26, 2016
     

  • INFORMS 2016 Nashville, TN
    "An Improved Algorithm On Two-stage Scheduling With An Outsourcing Option"
    November 13-16, 2016
     

  • INFORMS 2016 Nashville, TN
    "Ideal Schedules”
    November 13-16, 2016

 

  • KIIE 2017 joint annual meeting, Yeosu, Korea 
    “An Improved Algorithm on Two-stage Scheduling with an Outsourcing Option”
    April 26-29, 2017
     

  • POMS International 2017 Tel Aviv, Israel, 
    “An Improved Algorithm on Two-stage Scheduling with an Outsourcing Option”
    June 27-29, 2017
     

  • INFORMS 2017 Houston, TX 
    “Online Ordered Flow shop”
    October 22-25, 2017
     

  • KIIE 2017 Annual meeting, Daejeon, Korea 
    “Online Ordered Flow shop”
    November 4, 2017
     

  • PMS 2018 Rome, Italy 
    “A parallel machine scheduling problem with release dates, equal processing times, and eligibility constraints”
    April 17-20, 2018
     

  • INFORMS 2018 Phoenix, AZ 
    “A parallel machine scheduling problem with release dates, equal processing times, and eligibility constraints”
    November 4-7, 2018
     

  • MSOM 2019 Singapore
    "Strategic Location Problem for Synchronized Last-mile Delivery with Relaying Drones"
    June 30 - July 2. 2019
     

  • INFORMS 2019 Seattle, WA
    "Strategic Location Problem for Synchronized Last-mile Delivery with Relaying Drones"
    October 20-23. 2019
     

  • INFORMS 2019 Seattle, WA
    "Development of Scheduling Algorithms For a Crowdsourced Delivery Persons"
    October 20-23. 2019
     

  • INFORMS 2019 Seattle, WA
    "Process Innovation of Synchrotron Radiator Using Time Indexed Single-machine Scheduling"
    October 20-23. 2019
     

  • INFORMS 2019 Seattle, WA
    "Approximation Algorithms For Bi-criteria Scheduling Problems"
    October 20-23. 2019
     

  • INFORMS 2019 Seattle, WA
    "A Novel Methodology for Scheduling the Steelmaking - Continuous Casting Process"
    October 20-23. 2019
     

  • KSIAM 2019 annual meeting, Yeosu, Korea
    "Approximation Algorithms For Bi-criteria Scheduling Problems"
    November 8-10, 2019
     

  • POSTECH IME Department Seminar, Pohang, Korea
    "Bicriteria Scheduling"
    April 29, 2020

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  • Presentation at LG electronics Conference. Changwon, Korea
    "Mathematical Optimization for Production/Logistics Operations"
    July 30, 2020

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  • The 22nd Conference of the International Federation of Operational Research Society (IFORS) 2021, Seoul, Korea
    "The LPT rule for identical machines with small jobs"
    August 23-27, 2021 (Online)

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  • The 22nd Conference of the International Federation of Operational Research Society (IFORS) 2021, Seoul, Korea
    "Approximation algorithms for bi-criteria scheduling problems"
    August     23-27, 2021 (Online)
     

  • The 22nd Conference of the International Federation of Operational Research Society (IFORS) 2021, Seoul, Korea
    "Strategic location problem for synchronized last-mile delivery with relaying drones"
    August     23-27, 2021 (Online)

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  • The 22nd Conference of the International Federation of Operational Research Society (IFORS) 2021, Seoul, Korea
    "Workforce planning with crowdsourced logistics under regulations"
    August     23-27, 2021 (Online)

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  • Advances in Production Management Systems (APMS) 2021, Nantes, France,
    "An Iterated Greedy Matheuristic for Scheduling in Steelmaking-Continuous Casting Process"
    Sep. 5-9, 2021, (Online)

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  • CMSB 2022 - International Conference of Computational Methods in Systems Biology 2022, Bucharest, Romania
    “Bilevel Integer Programming Approach for Solving Control Problems on Boolean Networks”
    Sep. 14-16, 2022

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  • CMSB 2022 - International Conference of Computational Methods in Systems Biology 2022, Bucharest, Romania
    “Computational Complexity of Trap Spaces in Boolean Networks” (Poster)
    Sep. 14-16, 2022

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  • Advances in Production Management Systems (APMS) 2022, Gyeongju, Korea,
    "Rescheduling Problem for Heavy Cargo Logistics with Transporters"
    Sep. 25-29, 2022, (Online/Offline hybrid)

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  • Korean Operations Research and Management Science Society (KORMS) 2022, Seoul, Korea
    "Robust scheduling for a disruption risk"
    Oct. 28, 2022

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  • Korean Institute of Industrial Engineers (KIIE) 2022, Incheon, Korea
    "Robust scheduling for a disruption risk"
    Nov. 4-5, 2022

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  • Korean Institute of Industrial Engineers (KIIE) 2022, Incheon, Korea
    "Bilevel Integer Programming Approach for Solving Control Problems on Boolean Networks"
    Nov. 4-5, 2022

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  • Korean Institute of Industrial Engineers (KIIE) 2022, Incheon, Korea
    "Optimization of material flow planning for global corporation production schedule"
    ("해외 법인 생산 계획을 위한 최적화 기반 자재 배분 및 운송 계획 수립")
    Nov. 4-5, 2022

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  • 2022 LG Manufacturing Innovation Forum, Pyungtaek, Korea (2022 LG 제조혁신포럼)
    "DX Technology and Application for Global Material Operation Optimization"
    ("Global 자재 운영 최적화를 위한 DX기술 및 적용 사례")
    Nov. 23-24, 2022

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  • Lecture for 2023 HD Hyundai HLC-3 Course,
    UNIST, Ulsan, Korea
    "Productions and Operations Management Lecture"
    ("생산운영관리 강의")
    July 21, 2023 

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  • INFORMS 2023 Phoenix, AZ
     “Minimizing Makespan for Job Shop Scheduling Problem Using Deep Learning Model Employing Critical Paths of Schedules for Large Neighborhood Search”
    Oct. 15-18, 2023

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  • INFORMS 2023 Phoenix, AZ 
    “Analysis of Combining LPT and Multifit Algorithms for Identical Parallel Machine Scheduling to Minimize the Makespan”
    Oct. 15-18, 2023

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  • INFORMS 2023 Phoenix, AZ 
    “The Circular Balancing Problem”
    Oct. 15-18, 2023

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  • INFORMS 2023 Phoenix, AZ
         “Improved Iterated Greedy Constraint Programming for Scheduling Steelmaking Continuous Casting”
    Oct. 15-18, 2023

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  • Korean Institute of Industrial Engineers (KIIE) 2023, Ulsan, Korea
    "Circular Balancing Problem"​
    Nov. 3, 2023

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  • Korean Institute of Industrial Engineers (KIIE) 2023, Ulsan, Korea
    "Minimizing the Makespan of a Job Shop Schedule Considering Critical Paths by Deep Reinforcement Learning Based Large Neighborhood Search"​
    Nov. 3, 2023

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  • Korean Institute of Industrial Engineers (KIIE) 2023, Ulsan, Korea
    "A Bilevel Integer Programming Approach for the Synchronous Attractor Control Problem"​
    Nov. 3, 2023

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  • Korean Institute of Industrial Engineers (KIIE) 2023, Ulsan, Korea 
    "A Constraint Programming based Iterated Greedy Framework for Scheduling Steelmaking Continuous Casting Process."
    Nov. 3, 2023

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PROJECTS AT POSTECH (as a graduate student)

  • Synchronized Scheduling Algorithm Development for Stainless-Steel Production, 
    POSCO, Korea
    Jan. 1999 - Nov. 1999
     

  • Integrated Shipment and Distribution Scheduling Algorithm Development, 
    POSCO, Korea
    Jan. 2002 - Sep. 2002

 

PROJECTS AT LG ELECTRONICS

  • Optimal Matching Project, 
    LG.Philips LCD, Korea

    • Plant 4: Sep. 2004 - Aug. 2005

    • Plant 5: Oct. 2004 - Sep. 2005

    • Plant 3 (Project Leader): Jan. 2005 - Oct. 2005

    • Plant 7 (Project Leader): May 2005 - Jan. 2006

    • Plant 2 (Project Leader): Oct. 2006 - Aug. 2007
       

  • Standard Time Determination Project, 
    LG Siltron, Korea    
    Jul. 2004 - Oct. 2004
     

  • Conveyor Line Simulation Project, 
    LG.Philips LCD, Korea (Project Leader)     
    Mar. 2005 - Oct. 2005
     

  • Process Innovation Project, 
    LG.Philips LCD, Korea               

    • The 1st: Mar. 2004 - May 2004

    • The 2nd (Project Leader): Jul. 2005 - Jan. 2006

    • The 3rd (Project Leader): Mar. 2006 - Oct. 2006
       

  • Manufacturing Performance Indicators Standardization Project, 
    LG Electronics, Korea
    Jan. 2007 - Apr. 2007

 

PROJECTS AT RUTGERS BUSINESS SCHOOL

  • Optimal Preparedness and Response to Pharmaceutical Supply Chain Emergencies, 
    The Department of Homeland Security, USA
    Jul. 2011 - Jun. 2012
     

  • Integrated Production and Distribution Scheduling Project, 
    Benjamin Moore, NJ, USA (Project Leader)   
    Nov. 2011 - Feb. 2012
     

  • Bogen Material Forecast Improvement Project, 
    Bogen Communication, Inc., NJ, USA

    • The 1st (Project Leader): May 2012 - Aug. 2012

    • The 2nd (Project Leader): Mar. 2013 - July. 2013

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PROJECTS AT POSTECH (as a professor)

  • Algorithm & system development for Steel Plate Production Planning
    (날판설계 및 Ch/Cast편성을 위한 다차원 Bin packing 기반 알고리즘 개발)
    POSCO, Korea

    • The 1st: Jan. 2017 - Nov. 2017

    • The 2nd: Jan. 2018 - Aug. 2018
       

  • Process Innovation and Mathematical Model Development for Maximizing Utility of National User's Facility, Synchrotron Radiation Accelerator
    (범국가적 국가연구시설 방사광 가속기 효용 극대화를 위한 프로세스 혁신 및 수리적 모형 개발)
    National Research Foundation of Korea – Mid-career Research Program
    (한국연구재단 - 중견연구)

    • The 1st: Mar. 2017 - Feb. 2018

    • The 2nd: Mar. 2018 - Feb. 2019
       

  • Steelmaking Scheduling Considering Secondary Refinement Process,
    (2차정련을 감안한 전로 출강스케줄링 최적화 모델 개발)
    POSCO, Korea

    • Sep. 2017 - Jun. 2018
       

  • Width selection algorithm improvement for Steel Plate Production Design, 
    (후판 주조폭, 차지, 캐스트 편성 알고리즘 연구)
    POSCO, Korea

    • Dec. 2018 - Dec. 2019
       

  • Development of Cooperative Scheduling Algorithms for a Crowdsourced Logistics Platform,
    (협력적 물류 시스템 플랫폼을 위한 대중 참여 환경의 스케줄링 알고리즘 개발)
    National Research Foundation of Korea – Mid-career Research Program
    (한국연구재단 - 중견연구)

    • The 1st: Mar. 2019 - Feb. 2020

    • The 2nd: Mar. 2020 - Feb. 2021

    • The 3rd: Mar. 2021 - Feb. 2022
       

  • Semiconductor research line operations algorithm development,
    (반도체 연구 LINE 운영 ALGORITHM 개발)
    Samsung Electronics, Korea

    • Apr. 2019 - May. 2020​
       

  • Consulting for Production Planning and scheduling,
    LG Electronics, LG-PRI

    • Mar. 2020 - Feb. 2021​
       

  • Production operations optimization solution development,
    (생산계획 최적화 솔루션 개발)
    LG Electronics, LG-PRI

    • Jun. 2020 - Nov. 2020​
       

  • Mathematical Model development of Charge/Cast lot grouping for steel coil products,
    (박판 CHARGE/CAST 편성을 위한 MIP 수리계획모델 개발)
    POSCO, Korea

    • Aug. 2020 - Mar. 2021​

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  • Digital Logistics Platform Design based on the movement from port to port
    (AI 중량화물이동체 물류플랫폼 실증사업 - AI 기반 지능형 물류플랫폼 구축)​
    Ulsan ICT Promotion Agency (UIPA) / National IT Industry Promotion Agency of Korea (NIPA), Korea

    • The 1st: Apr. 2021 - Dec. 2021

    • The 2nd: Jan. 2022 - Nov. 2022

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  • Development of Production Master Planner Development
    (생산계획 최적화 TOOL 개발)
    LG Electronics, LG-PRI, Korea

    • Jun. 2021 - Aug. 2021​
       

  • Optimization for production and inventory planning
    (자재 과부족 고려 최적 생산계획 최적화) 
    LG Electronics, LG-PRI, Korea

    • Sep. 2021 - Dec. 2021​

​​

  • Development of an optimization program for material distribution of global production corporations 
    (자재 글로벌 생산 법인 배분 최적화 프로그램 개발)
    LG Electronics, LG-PRI, Korea

    • Jun. 2022 - Dec. 2022

​

  • Algorithm Development for Gene Regulatory Network Analysis via Optimization
    ​(최적화를 통한 유전자 조절 네트워크 분석 알고리즘의 개발)
    National Research Foundation of Korea - Basic Research Program
    (한국연구재단 - 기본연구)

    • Jun. 2022 - May. 2023​
       

  • Performance testing of Fujitsu DA (Digital Annealer) for combinatorial optimization and examining its commercialization
    ​(차세대 조합최적화 엔진으로서 Fujitsu DA (Digital Annealer)의 성능평가 및 사업화 검토)
    National Research Foundation of Korea & Fujitsu Korea Limited - Leaders in INdustry-university Cooperation 3.0 (LINC 3.0)
    (한국연구재단 & 한국후지쯔 - 『산학연협력 선도대학 육성사업 (LINC 3.0)』 산학공동 기술개발과제)

    • Nov. 2022 - Feb. 2023

​

  • Development of next-generation scheduling framework based on explainable deep reinforcement learning
    ​(설명가능한 심층강화학습 기반의 차세대 스케줄링 프레임워크 개발)
    National Research Foundation of Korea - Mid-career Research Program
    (한국연구재단 - 중견연구)

    • The 1st: Mar. 2023 - Feb. 2024

    • The 2nd: Mar. 2024 - Feb. 2025

    • The 3rd: Mar. 2025 - Feb. 2026

    • The 4th: Mar. 2026 - Feb. 2027

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  • Developing an optimization framework to improve the performance of the Fujitsu Digital Annealer and its application to solve industrial optimization problems
    ​(Fujitsu Digital Annealer 고도화를 위한 최적화 framework 연구 및 이를 활용한 현업의 최적화 문제 해결)
    National Research Foundation of Korea & Fujitsu Korea Limited - Leaders in INdustry-university Cooperation 3.0 (LINC 3.0)
    (한국연구재단 & 한국후지쯔 - 『산학연협력 선도대학 육성사업 (LINC 3.0)』 산학공동 기술개발과제)

    • Jun. 2023 - Jan. 2024

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  • Development of Optimization Program for Production Planning with Excess Stock Consumption 
    (장기/불용 재고 소진 최적화 프로그램 개발)
    LG Electronics, LG-PRI, Korea

    • Jul. 2023 - Dec. 2023

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  • Theory and practice of the prediction of robust cellular reprogramming strategies from logical dynamical models
    ​(논리 동적 모형을 통한 강건 세포 리프로그래밍 예측의 이론과 적용)
    Science and Technology Amicable Relationships (STAR)
    (한-프랑스 협력기반 조성사업)
    Jointly supported by the National Research Foundation (Korea), the Ministry of Science and ICT (Korea), the Ministry for Europe and Foreign Affairs (France), and the Ministry of Higher Education, Research and Innovation (France)
    (한국연구재단 / 과학기술정보통신부 / 프랑스 유럽외무부 / 프랑스 고등교육연구혁신부 공동지원)

    • Oct. 2023 - Sept. 2025

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