[Education and Experience]
2017.03~2023.02 B.S., School of Naval Architecture and Ocean Engineering, University of Ulsan, Korea
2023.03~2025.02 M.Sc., Department of Naval Architecture and Ocean Engineering, Seoul National University, Korea
2025.03~Now Ph.D. Student, Department of Naval Architecture and Ocean Engineering, Seoul National University, Korea
[Research Fields]
LLM (Large Language Model) and VLM (Vision Language Model) for Ship Design
Deep Learning
Natural Language Processing
Computer Vision
[Publication]
International Journal
7. Min-Chul Kong, Myung-Il Roh, In-Su Han, Seong-Won Choi, Jeong-Yeon Kim, Dong-Woo Kim, “A Method for Pipe Auto-routing Using an LLM-Based Expert System”, accepted for publication in International Journal of Naval Architecture and Ocean Engineering, 2026.08.11
6. In-Su Han, Myung-Il Roh, Min-Chul Kong, Seong-Won Choi, Hwa-Sup Jang, Yeon-Hwa Jo, Gap-Heon Lee, “A Method for Identifying Revisions in Ship Drawings Using Change Detection and Synthetic Revision Generation”, Ocean Engineering, Vol. 365, No. 2,. 127269, 2026.09.01
5. Min-Chul Kong, Myung-Il Roh, In-Su Han, Seong-Won Choi, Jeong-Yeon Kim, “A Method for Transferring Piping Designs Using Past Project Data in Shipbuilding”, International Journal of Naval Architecture and Ocean Engineering, Vol. 18, 100755, 2026.03.02
4. In-Su Han, Myung-Il Roh, Min-Chul Kong, “A RAG-based Q&A System for Ship Regulations Applying Domain Adaptation”, International Journal of Naval Architecture and Ocean Engineering, Vol. 18, 100735, 2025.12.23
3. In-Su Han, Myung-Il Roh, Min-Chul Kong, “An Automated Method for Converting P&IDs in Shipbuilding to Structured Graphs”, International Journal of Naval Architecture and Ocean Engineering, Vol. 17, 100696, 2025.10.04
2. Min-Chul Kong, Myung-Il Roh, In-Su Han, In-Seok Lee, Hyun-Seung Lee, Mi-Jin Kim, Jeoung-Youn Kim, Jinhyeong You, “A Representation Method of Pipe Connections and Routing Space in Pipe Auto-routing Using Graph and Octree Structures”, Ocean Engineering, Vol. 329, 121204, 2025.06.15
1. In-Su Han, Myung-Il Roh, Min-Chul Kong, Seo-Yoon Park, Jeong-Youl Lee, “Search Method for Ship Regulations Based on Semantic Similarity Using Natural Language Processing”, Ships and Offshore Structures, 2025.05.12