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papersSEP 10 04:00 UTC

TempTPI: Informer-Based Trajectory Prediction for Maritime Vessels

A new arXiv paper introduces TempTPI, a model that adapts the Informer architecture to forecast the future paths of ships over long time horizons. The approach learns from AIS tracking data, where conventional Transformers can struggle with long input sequences. The authors target improvements in navigational safety and logistics planning for the maritime sector.

InformerTempTPIAISmaritime-logisticsnavigational-safetytrajectory-prediction

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