[Education and Experience]
2007.03~2013.02 B.S., School of Naval Architecture and Ocean Engineering, University of Ulsan, Korea
2013.03~2015.02 M.Sc., Department of Naval Architecture and Ocean Engineering, Seoul National University, Korea
2015.03~2019.08 Ph.D., Department of Naval Architecture and Ocean Engineering, Seoul National University, Korea
2019.09~2021.08 Post Doc., Research Institute of Marine Systems Engineering, Seoul National University, Korea
2021.09~2022.02 Research Assistant Professor, Research Institute of Marine Systems Engineering, Seoul National University, Korea
2022.03~Now Assistant Professor, School of Naval Architecture and Ocean Engineering, University of Ulsan, Korea
[Research Fields]
Arrangement Design of Ships and Offshore Structures
Expert System for Design
Statistical and Optimization Method for Weight Estimation of Ships and Offshore Structures
Flooding Analysis with Mesh-Free Particle Methods
Optimal Route Planning for Ships
Economical and Smart Ship Technologies
[Publication]
International Journal
23. Dong-Guen Jeong, Myung-Il Roh, In-Chang Yeo, Ki-Su Kim, Jun-Sik Lee, “A Route Planning Method for Small Ships in Coastal Areas Based on Quadtree”, International Journal of Naval Architecture and Ocean Engineering, Vol. 17, 100647, 2025.02.03
22. Ki-Su Kim, Myung-Il Roh, “Review of Ship Arrangement Design Using Optimization Methods”, Journal of Computational Design and Engineering, Vol. 12, No. 1, pp. 100-121, 2025.01.31
21. Ji-Sang Ha, Myung-Il Roh, Ki-Su Kim, Jin-Hyeok Kim, “Method for Pipe Routing Using the Expert System and the Heuristic Pathfinding Algorithm in Shipbuilding”, International Journal of Naval Architecture and Ocean Engineering, Vol. 15, pp. 100533.1-15, 2023.05.26
20. Min-Chul Kong, Myung-Il Roh, Ki-Su Kim, Ho-Gyun Park, Jong-Oh Kim, “Variable Indexing Method in Rule Documents for Ship Design Using Extraction of PDF Elements”, Journal of Computational Design and Engineering, Vol. 9, No. 6, pp. 2556-2573, 2022.11.16
19. Jin-Hyeok Kim, Myung-Il Roh, Ki-Su Kim, In-Chang Yeo, Min-Jae Oh, Jung-Woo Nam, Sahng-Hyon Lee, Yong-Hun Jang, “Prediction of the Superiority of the Hydrodynamic Performance of Hull Forms Using Deep Learning”, International Journal of Naval Architecture and Ocean Engineering, Vol. 14, pp. 100490.1-15, 2022.11.01
18. Min-Chul Kong, Myung-Il Roh, Ki-Su Kim, Jeongyoul Lee, Jongoh Kim, Gapheon Lee, “Object Detection Method for Ship Safety Plans Using Deep Learning”, Ocean Engineering, Vol. 246, pp. 110587.1-15, 2022.02.15
17. Ki-Su Kim, Myung-Il Roh, Seung-Min Lee, “Quasi-static Flooding Analysis Method of a Damaged Ship Considering Oil Spill and Cargo Load”, Journal of Ship Production and Design, Vol. 38, No. 1, pp. 39-59, 2022.02.10
16. Hye-Won Lee, Myung-Il Roh, Ki-Su Kim, “Ship Route Planning in Arctic Ocean based on POLARIS”, Ocean Engineering, Vol. 234, pp. 109297.1-14, 2021.08.15
15. June-Beom Lee, Myung-Il Roh, Ki-Su Kim, “Prediction of Ship Power Based on Variation in Deep Feed-forward Neural Network”, International Journal of Naval Architecture and Ocean Engineering, Vol. 13, pp.641-649, 2021.08.12
14. Seung-Min Lee, Jong-Hyeok Lee, Myung-Il Roh, Ki-Su Kim, Seung-Ho Ham, Hye-Won Lee, “An Optimization Model of Tugboat Operation for Transporting a Large Surface Vessel”, Journal of Marine Science and Engineering, Vol.8, No.2, pp.654-675, 2021.02.19
13. Ki-Su Kim, Myung-Il Roh, Dynamic Flooding Analysis Method for Intermediate Flooding Process of a Ship, Ocean Engineering, Vol.218, No.10, pp.1-18. 2020.12.15
12. Ki-Su Kim, June-Beom Lee, Myung-Il Roh, Ki-Min Han, Gap-Heon Lee, “Prediction of Ocean Weather Based on Denoising AutoEncoder and Convolutional LSTM”, Journal of Marine Science and Engineering, Vol.8, No.10, pp.805:1-24., 2020.10.14
11. Ki-Su Kim, Myung-Il Roh, “ISO 15016:2015-based Method for Estimating the Fuel Oil Consumption of a Ship”, Journal of Marine Science and Engineering, Vol. 11, No. 10, pp. 791:1-18, 2020.10.12
10. Sang-Hyun Lee, Myung-Il Roh, Min-Jae Oh, Ki-Su Kim, “Optimal Layout Design of an LNG FPSO: A Case Study”, Journal of Offshore Mechanics and Arctic Engineering, Vol. 142, No. 041403, pp. 1-17, 2020.08.01
9. Sung-Min Lee, Myung-Il Roh, Ki-Su Kim, Hoe-Ryong Jung, Jong-Jin Park, “Method for a Simultaneous Determination of the Path and the Speed for Ship Route Planning Problems”, Ocean Engineering, Vol. 157, pp. 301-312, 2018.06.01
8. Sung-Min Lee, Myung-Il Roh, Ki-Su Kim, Seung-Ho Ham, “Optimum Design of Lug Arrangement Based on Static and Dynamic Analyses for Block Lifting”, Journal of Ship Production and Design, Vol. 34, No. 2, pp. 119-133, 2018.05.01
7. Sun-Kyung Jung, Myung-Il Roh, Ki-Su Kim, “Arrangement Method of a Naval Surface Ship Considering Stability, Operability, and Survivability”, Ocean Engineering, Vol. 152, pp. 316-333, 2018.02.23
6. Ki-Su Kim, Myung-Il Roh, Sung-Min Lee, Han-Sung Kim, Hyunsik Ahn, “Weight-estimation Method of FPSO Topsides Considering the Work Breakdown Structure”, Journal of Offshore Mechanics and Arctic Engineering, Vol. 140, No. 1, pp. 1-10, 2018.02.01
5. Sung-Kyoon Kim, Myung-Il Roh, Ki-Su Kim, “Arrangement Method of Offshore Topside Based on an Expert System and Optimization Technique”, Journal of Offshore Mechanics and Arctic Engineering, Vol. 139, No. 2, pp. 1-19, 2017.04.01
4. Seong-Hoon Kim, Myung-Il Roh, Ki-Su Kim, Min-Jae Oh, “Big Data Platform Based on Hadoop and Application to Weight Estimation of FPSO Topside”, Journal of Advanced Research in Ocean Engineering, Vol. 3, No. 1, pp. 32-40, 2017.03.01
3. Sung-Kyoon Kim, Myung-Il Roh, Ki-Su Kim, “Evaluation of Feasibility Index in the Arrangement Design of an Offshore Topside based on the Automatic Transformation of Experts’ Knowledge and the Fuzzy Logic”, Ocean Engineering, Vol. 130, pp. 284-299, 2017.01.15
2. Ki-Su Kim, Myung-Il Roh, “A Submarine Arrangement Design Program Based on the Expert System and the Multistage Optimization”, Advances In Engineering Software, Vol. 98, No. 97-111, 2016.08.01
1. Ki-Su Kim, Myung-Il Roh, Sol Ha, “Expert System Based on the Arrangement Evaluation Model for the Arrangement Design of a Submarine”, Expert Systems with Applications, Vol. 42, No. 22, pp. 8731-8744, 2015.12.01