3 papers
cs.AI2025
Building a Foundation Model for Trajectory from Scratch
Gaspard Merten, Mahmoud Sakr, Gilles Dejaegere
Foundation models are transformative in artificial intelligence, but building them from scratch, especially for mobility trajectories, is not yet clear or documented. This tutorial…
cs.HC2025
GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code Assistant
Gaspard Merten, Gilles Dejaegere, Mahmoud Sakr
Geospatial data analysis plays a crucial role in tackling intricate societal challenges such as urban planning and climate modeling. However, employing tools like GeoPandas, a prom…
cs.LG2025
Using LLMs for Analyzing AIS Data
Gaspard Merten, Gilles Dejaegere, Mahmoud Sakr
Recent research in Large Language Models (LLMs), has had a profound impact across various fields, including mobility data science. This paper explores the and experiment with diffe…