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A Semantics-Enriched Trajectory Foundation Model for Urban and Maritime Mobility

Master's thesis

This repository holds the code of the Master's thesis

Nhu Ngoc Hoang. A Semantics-Enriched Trajectory Foundation Model for Urban and Maritime Mobility. Master Thesis in Data Science, Department of Mathematics "Tullio Levi-Civita", University of Padova, academic year 2025–2026. Supervisor: Prof. Massimiliano de Leoni (University of Padova). Co-supervisor: Prof. Esteban Zimányi (Université Libre de Bruxelles).

The thesis is available in thesis/NhuNgocHoang_MasterThesis.pdf. The code is a copy, with its history, of the repository nhungoc1508/master-thesis.

End-to-end system overview

Enrichment pipelines

Transformer-based encoder

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