Digitalization of High Speed Craft Design and Operation Challenges and Opportunities. - Abbas Dashtimanesh; Mohammad Hossein Ghaemi; Youjiang Wang; Artur Karczewski; Rasul Niazmand Bilandi; Spyros Hirdaris (ISM, 2021)

A Big Data Analytics Method for the Evaluation of Ship - Ship Collision Risk reflecting Hydrometeorological Conditions. - Mingyang Zhang; Jakub Montewka; Teemu Manderbacka; Pentti Kujala; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2021)

Accident susceptibility index for a passenger ship-a framework and case study. - Jakub Montewka; Teemu Manderbacka; Pekka Ruponen; Markus Tompuri; Mateusz Gil; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2022)

A framework for onboard assessment and monitoring of flooding risk due to open watertight doors for passenger ships. - Pekka Ruponen; Jakub Montewka; Markus Tompuri; Teemu Manderbacka; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2022)

A machine learning method for the evaluation of ship grounding risk in real operational conditions. - Mingyang Zhang; Pentti Kujala; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2022)

A predictive analytics method for maritime traffic flow complexity estimation in inland waterways. - Mingyang Zhang; Di Zhang 008; Shanshan Fu; Pentti Kujala; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2022)

An interpretable knowledge-based decision support method for ship collision avoidance using AIS data. - Jinfen Zhang; Jiongjiong Liu; Spyros Hirdaris; Mingyang Zhang; Wuliu Tian (Reliab. Eng. Syst. Saf., 2023)

A deep learning method for the prediction of ship fuel consumption in real operational conditions. - Mingyang Zhang; Nikolaos Tsoulakos; Pentti Kujala; Spyros Hirdaris (Eng. Appl. Artif. Intell., 2024)

A hybrid deep learning method for the real-time prediction of collision damage consequences in operational conditions. - Mingyang Zhang; Hongdong Wang; Fabien Conti; Teemu Manderbacka; Heikki Remes; Spyros Hirdaris (Eng. Appl. Artif. Intell., 2025)

Systems driven intelligent decision support methods for ship collision and grounding prevention: Present status, possible solutions, and challenges. - Mingyang Zhang; Ghalib Taimuri; Jinfen Zhang; Di Zhang 008; Xinping Yan; Pentti Kujala; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2025)