Working papers
Minjoo Choi, Jaekyeong Lee, Stein Ove Erikstad and Mingyu Kim*. Fine-Tuning Small Open-Source LLMs for User Requirement Analysis in a Web-Based Ship Design Platform.
Mingyu Kim, Sungchan Park and Minjoo Choi*. Neural Implicit Surface Filtering: A Robust Approach to Appearance-Preserving CAD Simplification.
Peer reviewed journal papers
Ahn, J., Choi, M., & Nam, J. H. (2025). A framework for developing data structure to support efficient damage stability scenario generation for ships with complex compartment geometries. Ocean Engineering, 331, 121314.
Kim, K., Choi, M., Seo, H., Lee, J., Kim, J., & Kim, S. (2025). A Mixed Integer Linear Programming Model for Rapid Rescheduling in Ship and Offshore Unit Design Projects. Journal of Marine Science and Engineering, 13(2), 222.
Kim, K., Kwon, S., & Choi, M. (2024). Optimization of Production Scheduling for the Additive Manufacturing of Ship Models Using a Hybrid Method. Journal of Marine Science and Engineering, 12(11), 1961.
Choi, L., Choi, M., Kwon, S., Youn, D., & Song, G. (2024). Modular production of small ship models using 3D printing for model tests. Ocean Engineering, 302, 117685.
Kim, M., Lee, J., Choi, L., & Choi, M. (2023). PolarGAN: Creating realistic Arctic sea ice concentration images with user-defined geometric preferences. Engineering Applications of Artificial Intelligence, 126, 106920.
김재연, 윤영준, 최이찬, 최민주, & 권순조. (2023). 3D 프린팅을 활용한 모듈형 커스텀 제품의 효율적 제작을 위한 분할 자동화 및 조립 방식 연구. 대한기계학회 논문집 A 권, 47(4), 375-384.
박종서, 최민주, & 송지수. (2023). 합성곱 신경망과 복셀화를 활용한 선박 저항 성능 예측. 대한조선학회 논문집, 60(2), 110-119.
Lim, J., Choi, M., & Lee, S. (2023). A Bayesian optimization algorithm for the optimization of mooring system design using time-domain analysis. Journal of Marine Science and Engineering, 11(3), 507.
Park, J., & Choi, M. (2022). A K-means clustering algorithm to determine representative operational profiles of a ship using AIS data. Journal of Marine Science and Engineering, 10(9), 1245.
Park, J., Choi, M., & Song, G. (2023). Prediction of Ship Resistance Performance Based on the Convolutional Neural Network With Voxelization. Journal of the Society of Naval Architects of Korea, 60(2), 110-119.
Cho, S., Park, J., & Choi, M. (2021). Fault classification of a blade pitch system in a floating wind turbine based on a recurrent neural network. Journal of Ocean Engineering and Technology, 35(4), 287-295.
Cho, S., Choi, M., Gao, Z., & Moan, T. (2021). Fault detection and diagnosis of a blade pitch system in a floating wind turbine based on Kalman filters and artificial neural networks. Renewable Energy, 169, 1-13.
Choi, M. (2021). A hybrid method for the determination of the minimum number of transport vehicles in a shipyard. Journal of Advanced Marine Engineering and Technology (JAMET), 45(2), 51-59.
Choi, M., De Silva, L. W. A., & Yamaguchi, H. (2019). Artificial neural network for the short-term prediction of arctic sea ice concentration. Remote Sensing, 11(9), 1071.
Choi, M. (2018). Modular Adaptable Ship Design for Handling Uncertainty in the Future Operating Context.
Choi, M., Erikstad, S. O., & Chung, H. (2018). Operation platform design for modular adaptable ships: Towards the configure-to-order strategy. Ocean Engineering, 163, 85-93.
Choi, M., Rehn, C. F., & Erikstad, S. O. (2018). A hybrid method for a module configuration problem in modular adaptable ship design. Ships and Offshore Structures, 13(4), 343-351.
Choi, M., & Erikstad, S. O. (2017). A module configuration and valuation model for operational flexibility in ship design using contract scenarios. Ships Offshore Struct. 12 (8), 1127–1135.
Choi, M., Kim, S. H., & Chung, H. (2017). Optimal shipyard facility layout planning based on a genetic algorithm and stochastic growth algorithm. Ships and Offshore Structures, 12(4), 486-494.
Choi, M., Chung, H., Yamaguchi, H., & Nagakawa, K. (2015). Arctic sea route path planning based on an uncertain ice prediction model. Cold Regions Science and Technology, 109, 61-69.
International conferences
Choi, M., & Lee, J. (2024, May). Modular Ship Design: Rapid Prototyping and Enhancing Efficiency through Design Modules. In International Marine Design Conference.
Park, D., Perabo, F., Choi, M., Skjong, E., & Zadeh, M. (2021, November). An optimal energy management system for marine hybrid power systems. In 2021 IEEE 22nd Workshop on Control and Modelling of Power Electronics (COMPEL) (pp. 1-8). IEEE.
Choi, M., Erikstad, S. O., & Ehlers, S. (2015, May). Mission based ship design under uncertain Arctic sea ice conditions. In International Conference on Offshore Mechanics and Arctic Engineering (Vol. 56567, p. V008T07A007). American Society of Mechanical Engineers.
Goo, B., Choi, M., & Chung, H. (2013, June). A Study on Modeling and Simulation of Layered Ship Production Scheduling System. In ISOPE International Ocean and Polar Engineering Conference (pp. ISOPE-I). ISOPE.
Choi, M., Chung, H., Yamaguchi, H., & De Silva, L. W. A. (2013). Application of genetic algorithm to ship route optimization in ice navigation. In Proceedings of the International Conference on Port and Ocean Engineering under Arctic Conditions.