- 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 https://www.scopus.com/sourceid/91440 https://www.scopus.com/pages/publications/85209873888?inward
- A ship digital twin for safe and sustainable ship operationsHirdaris, Spyros; Zhang, M; Tsoulakos, Nikolaos; Kujala, Pentti Jouko SakariState-of-the-Art Digital Twin Applications for Shipping Sector Decarbonization2024 / p. 192−220 https://doi.org/10.4018/978-1-6684-9848-4.ch009
- A Transformer based task execution digital twin of 3-DOF maneuvering of Bulk Carrier for autonomous maritime systemsShehata, Ahmed; Zhang, Mingyang; Tsoulakos, Nikolaos; Kujala, Pentti Jouko SakariOcean engineering2025 / art. 122797 https://doi.org/10.1016/j.oceaneng.2025.122797 https://www.scopus.com/sourceid/28339 https://www.scopus.com/pages/publications/105015874133?origin=resultslist https://jcr.clarivate.com/jcr-jp/journal-profile?journal=OCEAN%20ENG&year=2024 https://www.webofscience.com/wos/woscc/full-record/WOS:001572860000001