| COLREGs-compliant multiship collision avoidance based on deep reinforcement learning L Zhao, MI Roh Ocean Engineering 191, 106436, 2019 | 226 | 2019 |
| An improved genetic algorithm for multi-floor facility layout problems having inner structure walls and passages KY Lee, MI Roh, HS Jeong Computers & Operations Research 32 (4), 879-899, 2005 | 216 | 2005 |
| Determination of the optimal operating conditions of the dual mixed refrigerant cycle for the LNG FPSO topside liquefaction process JH Hwang, MI Roh, KY Lee Computers & Chemical Engineering 49, 25-36, 2013 | 152 | 2013 |
| Dynamic response simulation of a heavy cargo suspended by a floating crane based on multibody system dynamics JH Cha, MI Roh, KY Lee Ocean Engineering 37 (14-15), 1273-1291, 2010 | 150 | 2010 |
| Deep reinforcement learning-based collision avoidance for an autonomous ship DH Chun, MI Roh, HW Lee, J Ha, D Yu Ocean Engineering 234, 109216, 2021 | 145 | 2021 |
| An improved genetic algorithm for facility layout problems having inner structure walls and passages KY Lee, SN Han, MI Roh Computers & Operations Research 30 (1), 117-138, 2003 | 125 | 2003 |
| Method for a simultaneous determination of the path and the speed for ship route planning problems SM Lee, MI Roh, KS Kim, H Jung, JJ Park Ocean Engineering 157, 301-312, 2018 | 108 | 2018 |
| Determination of an economical shipping route considering the effects of sea state for lower fuel consumption MI Roh International Journal of Naval Architecture and Ocean Engineering 5 (2), 246-262, 2013 | 95 | 2013 |
| Multibody dynamic analysis of a heavy load suspended by a floating crane with constraint-based wire rope SH Ham, MI Roh, H Lee, S Ha Ocean Engineering 109, 145-160, 2015 | 77 | 2015 |
| Cell-based evacuation simulation considering human behavior in a passenger ship S Ha, NK Ku, MI Roh, KY Lee Ocean engineering 53, 138-152, 2012 | 72 | 2012 |
| Computational ship design MI Roh, KY Lee Springer Singapore, 2018 | 67 | 2018 |
| Control method for path following and collision avoidance of autonomous ship based on deep reinforcement learning L Zhao, MI Roh, SJ Lee Journal of Marine Science and Technology 27 (4), 1, 2019 | 66 | 2019 |
| Combined discrete event and discrete time simulation framework and its application to the block erection process in shipbuilding JH Cha, MI Roh Advances in Engineering Software 41 (4), 656-665, 2010 | 66 | 2010 |
| Integrated simulation framework for the process planning of ships and offshore structures JH Cha, MI Roh, KY Lee Robotics and Computer-Integrated Manufacturing 26 (5), 430-453, 2010 | 58 | 2010 |
| Estimation of ship operational efficiency from AIS data using big data technology SH Kim, MI Roh, MJ Oh, SW Park, II Kim International Journal of Naval Architecture and Ocean Engineering 12, 440-454, 2020 | 55 | 2020 |
| Image-based ship detection and classification for unmanned surface vehicle using real-time object detection neural networks SJ Lee, MI Roh, HW Lee, JS Ha, IG Woo ISOPE International Ocean and Polar Engineering Conference, ISOPE-I-18-411, 2018 | 55 | 2018 |
| Passenger evacuation simulation considering the heeling angle change during sinking H Kim, MI Roh, S Han International Journal of Naval Architecture and Ocean Engineering 11 (1 …, 2019 | 50 | 2019 |
| Prediction of ocean weather based on denoising autoencoder and convolutional LSTM KS Kim, JB Lee, MI Roh, KM Han, GH Lee Journal of Marine Science and Engineering 8 (10), 805, 2020 | 49 | 2020 |
| Ship route planning in Arctic Ocean based on POLARIS HW Lee, MI Roh, KS Kim Ocean Engineering 234, 109297, 2021 | 45 | 2021 |
| Optimal compartment layout design for a naval ship using an improved genetic algorithm KY Lee, SN Han, MI Roh Marine technology and SNAME news 39 (03), 159-169, 2002 | 45 | 2002 |