Suleiman Shlash Mohammad, Badrea Al Oraini, Hanan Jadallah, Asokan Vasudevan and Sultan Alaswad Alenazi 2026. Optimizing Marine Logistics Reliability: An AI-Driven Predictive Maintenance and Cost-Risk Framework. Sustainable Marine Structures. 8, 1 (Jan. 2026), 20–40. DOI:https://doi.org/10.36956/sms.v8i1.2651.