Shipping

A simplified model helps predict the liquid fraction of accidental low-carbon fuel leaks at maritime facilities, supporting safer handling and operational design.

A new dynamic, context-aware machine learning model aims to support safer navigation through busy seaports by predicting ship movements in real time.