Maritime Domain

Research in the maritime domain focuses on improving efficiency, safety, and security through advanced technologies. Current efforts concentrate on developing sophisticated models for tasks such as automated speech recognition in VHF communications, constructing probabilistic knowledge graphs from diverse data sources (including unstructured text) to understand maritime crime, and optimizing vessel navigation using techniques like temporal graph neural networks to identify efficient routes and gateway ports. These advancements have significant implications for optimizing maritime operations, enhancing situational awareness for security purposes, and improving the efficiency of resource allocation within the maritime industry.