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Showing results 1 to 12 of 12

Article
Cyber-Physical AI: Systematic Research Domain for Integrating AI and Cyber-Physical Systems
  • Lee, Sanghoon ; 
  • Chae, Jiyeong ; 
  • Jeon, Haewon ; 
  • Kim, Taehyun ; 
  • Hong, Yeong-Gi ; 
  • Um, Doo-Sik ; 
  • Kim, Taewoo ; 
  • Park, Kyung-Joon
  • 2025-04
  • Lee, Sanghoon. (2025-04). Cyber-Physical AI: Systematic Research Domain for Integrating AI and Cyber-Physical Systems. ACM Transactions on Cyber-Physical Systems, 9(2), 1–33. doi: 10.1145/3721437
  • Association for Computing Machinery
  • View : 357
  • Download : 0

Deep Reinforcement Learning-Driven Scheduling in Multijob Serial Lines: A Case Study in Automotive Parts Assembly

Article
Deep Reinforcement Learning-Driven Scheduling in Multijob Serial Lines: A Case Study in Automotive Parts Assembly
  • 2024-02
  • Lee, Sanghoon. (2024-02). Deep Reinforcement Learning-Driven Scheduling in Multijob Serial Lines: A Case Study in Automotive Parts Assembly. IEEE Transactions on Industrial Informatics, 20(2), 2932–2943. doi: 10.1109/TII.2023.3292538
  • IEEE Computer Society
  • View : 495
  • Download : 55
Article
False Alarm Prevention Through Domain Knowledge-Driven Machine Learning: Leakage Detection in Water Distribution Networks
  • 2024-10
  • IEEE Sensors Journal, v.24, no.19, pp.31538 - 31550
  • Institute of Electrical and Electronics Engineers
  • View : 524
  • Download : 0
Article
From issues to routes: A cooperative costmap with lifelong learning for Multi-AMR navigation
  • 2025-11
  • Journal of Industrial Information Integration, v.48
  • Elsevier
  • View : 30
  • Download : 0
Conference
Graph-based Reinforcement Learning for Flexible Job Shop Scheduling with Transportation Constraints
  • 2023-10-19
  • Moon, Sihoon. (2023-10-19). Graph-based Reinforcement Learning for Flexible Job Shop Scheduling with Transportation Constraints. Annual Conference of the IEEE Industrial Electronics Society (IECON 2023), 1–6. doi: 10.1109/IECON51785.2023.10312647
  • IEEE Industrial Electronics Society
  • View : 120
  • Download : 0
Conference
Integrating ROS 2 and Physical AI: Architecture and Challenges
  • 2025-07-08
  • 16th International Conference on Ubiquitous and Future Networks, ICUFN 2025, pp.9 - 11
  • IEEE Computer Society
  • View : 18
  • Download : 0
Article
Learning-enabled flexible job-shop scheduling for scalable smart manufacturing
  • 2024-12
  • Moon, Sihoon. (2024-12). Learning-enabled flexible job-shop scheduling for scalable smart manufacturing. Journal of Manufacturing Systems, 77, 356–367. doi: 10.1016/j.jmsy.2024.09.011
  • Elsevier
  • View : 156
  • Download : 0
Article
Learning-Enabled Network-Control Co-Design for Energy-Efficient Industrial Internet of Things
  • 2024-04
  • Moon, Sihoon. (2024-04). Learning-Enabled Network-Control Co-Design for Energy-Efficient Industrial Internet of Things. IEEE Transactions on Network and Service Management, 21(2), 1478–1489. doi: 10.1109/TNSM.2023.3324282
  • IEEE
  • View : 310
  • Download : 0
Article
PINMAP: A Cost-efficient Algorithm for Glass Detection and Mapping Using Low-cost 2D LiDAR
  • Chae, Jiyeong ; 
  • Seo, Hyunkyo ; 
  • Lee, Sanghoon ; 
  • Park, Yujin ; 
  • Park, Hyung-Seok ; 
  • Park, Kyung-Joon
  • 2025-05
  • Chae, Jiyeong. (2025-05). PINMAP: A Cost-efficient Algorithm for Glass Detection and Mapping Using Low-cost 2D LiDAR. IEEE Transactions on Instrumentation and Measurement, 74. doi: 10.1109/TIM.2025.3566826
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 287
  • Download : 0

Priority-Driven Resource Allocation with Reuse for Platooning in 5G Vehicular Network

Article
Priority-Driven Resource Allocation with Reuse for Platooning in 5G Vehicular Network
  • 2025-02
  • Kim, Tae-Woo. (2025-02). Priority-Driven Resource Allocation with Reuse for Platooning in 5G Vehicular Network. Sustainability, 17(4). doi: 10.3390/su17041747
  • MDPI
  • View : 350
  • Download : 35
Article
Real-Time Controller Reconfiguration for Delay-Resilient Cyber-Physical Systems
  • 2022-09
  • Kim, Sangjun. (2022-09). Real-Time Controller Reconfiguration for Delay-Resilient Cyber-Physical Systems. IEEE Access, 10, 101220–101228. doi: 10.1109/ACCESS.2022.3208232
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 477
  • Download : 0
Conference
Sidekick: Near Data Processing for Clustering Enhanced by Automatic Memory Disaggregation
  • Lee, Sanghoon ; 
  • Park, Jongho ; 
  • Ha, Minho ; 
  • Koh, Byung Il ; 
  • Park, Kyoung ; 
  • Kim, Yeseong
  • 2023-07-13
  • Lee, Sanghoon. (2023-07-13). Sidekick: Near Data Processing for Clustering Enhanced by Automatic Memory Disaggregation. Design Automation Conference. doi: 10.1109/DAC56929.2023.10247769
  • ACM Special Interest Group on Design Automation (SIGDA), IEEE Council on Electronic Design Automation (CEDA)
  • View : 113
  • Download : 0
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