AI-based surrogate model for the prediction of ship fuel consumption reflecting hydrometeorological conditionsZhang, Mingyang; Tsoulakos, Nikolaos; Kujala, Pentti Jouko Sakari; Hirdaris, SpyrosProceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE 2024 ; vol. 92024 / OMAE2024-121992, V009T13A016 ; 11 pages https://doi.org/10.1115/OMAE2024-121992

Comparison and Evaluation of Learning Capabilities of Deep Learning Methods for Predicting Ship MotionsZhang, Mingyang; Liu, Con; Kujala, Pentti Jouko Sakari; Hirdaris, SpyrosProceedings of 15th International Marine Design Conference (IMDC-2024)2024 / p. 1499-1510 https://doi.org/10.59490/imdc.2024.838

Structural health monitoring on offshore jacket platforms using a novel ensemble deep learning modelWang, Mengmeng; Incecik, Atilla; Tian, Zhe; Zhang, Mingyang; Kujala, Pentti Jouko Sakari; Gupta, Munish; Krolczyk, Grzegorz; Li, ZhixiongOcean engineering2024 / art. 117510 https://doi.org/10.1016/j.oceaneng.2024.117510

Systems driven intelligent decision support methods for ship collision and grounding prevention : Present status, possible solutions, and challengesZhang, Mingyang; Taimuri, Ghalib; Zhang, Jinfen; Zhang, Di; Yan, Xinping; Kujala, Pentti Jouko Sakari; Hirdaris, SpyrosReliability engineering and system safety2025 / art. 110489 https://doi.org/10.1016/j.ress.2024.110489