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)

Optimizing Cruise Ship Speed Incorporating Weather and Hotel Load Factors. - Arash Marashian; Axel Waris; Abolhassan Razminia; Jari M. Böling; Teemu Manderbacka; Roberto Vettor; Janne Huotari; Wilhelm Gustafsson; Mathias Pirttikangas; Claus Stigler; Jerker Björkqvist; Mikael Manngård (ECC, 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)