June 24, 25 & 26 2025
Hall 8, RAI Amsterdam, Netherlands

Autonomous Ship Conference

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Towards probabilistic safety metrics in scenario-based testing of autonomous ships

25 Jun 2025
Conference Room Two
Day Two - Project reviews and case studies
As Maritime Autonomous Surface Ships (MASS) move closer to real-world deployment, ensuring their operational safety is a pressing challenge. Scenario-based simulation testing has become a cornerstone for evaluating autonomous systems across diverse conditions within their Operational Design Domain (ODD). This talk presents a Bayesian approach to quantify residual uncertainty in scenario-based testing, introducing probabilistic safety metrics to support transparent, data-driven assurance and highlighting future research needs.
Speakers
Meriam Chaal, senior researcher - Aalto University