Projects

As a student at POSTECH

([K]: PI = Prof. Kangbok Lee)

Research Projects

• The Center for ALgorithms and OPtimization (CALOP)^[K] (Jul 2024–present)
  • POSTECH & Ministry of Eduction, Korea
  • Program: Glocal University 30 Project
• Theory and Practice of the Prediction of Robust Cellular Reprogramming Strategies from Logical Dynamical Models^[K] (Oct 2023–Sep 2025)
  • (Korea) National Research Foundation & Ministry of Science and ICT (MSIT)
  • (France) Ministry for Europe and Foreign Affairs (MEAE) & Ministry of Higher Education, Research and Innovation (MESRI)
  • Program: Science and Technology Amicable Relationships (STAR)
  • PI: Prof. Kangbok Lee & Dr. Loïc Paulevé (LaBRI)
• Development of Next-generation Scheduling Framework Based on Explainable Deep Reinforcement Learning^[K] (Mar 2023–Feb 2027)
  • National Research Foundation, Korea
  • Program: Mid-career Research Program
• Developing an Optimization Framework to Improve the Performance of the Fujitsu Digital Annealer and Its Application to Solve Industrial Optimization Problems^[K] (Jun 2023–Jan 2024)
  • National Research Foundation, Korea & Fujitsu Korea Limited
  • Program: Leaders in INdustry-university Cooperation 3.0 (LINC 3.0)
• Performance Testing of Fujitsu DA (Digital Annealer) for Combinatorial Optimization and Examining Its Commercialization^[K] (Nov 2022–Feb 2023)
  • National Research Foundation, Korea & Fujitsu Korea Limited
  • Program: Leaders in INdustry-university Cooperation 3.0 (LINC 3.0)
• Algorithm Development For Gene Regulatory Network Analysis via Optimization^[K] (Jun 2022–May 2023)
  • National Research Foundation, Korea
  • Program: Basic Research Program
• Digital Logistics Platform Design Based on the Movement from Port to Port (Apr 2021–Nov 2022)
  • National IT Industry Promotion Agency, Korea
  • Program: AI-based Heavy Cargo Ship Platform Demonstration
  • PI: Prof. Duck-Young Kim (Department of IME, POSTECH), Co-PI: Prof. Kangbok Lee
• Crowdsourcing in Last-mile Delivery Considering Crowd Behavior (Jan–Dec 2021)
  • Jungseok Logistics Foundation, Korea
  • Program: Academic Research Support
• Development of Cooperative Scheduling Algorithms for a Crowdsourced Logistics Platform^[K] (Mar 2019–Feb 2022)
  • National Research Foundation, Korea
  • Program: Mid-career Research Program

Industry Projects

• POSCO Marketing Metaverse Ch/Cast Batching Optimization (Detailed Design)^[K] (Apr 2024–present)
  • POSCO DX, Korea
  • Program: General R&D Project
• Production Operations Optimization Solution Development^[K] (Jun–Nov 2020)
  • LG Electronics, Korea
  • Program: General R&D Project
• Steelmaking Scheduling Considering Secondary Refinement Process^[K] (Mar 2019–Feb 2020)
  • POSCO, Korea
  • Program: Joint Research on Smart Solution (JRSS)