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MobilityGPT - Synthetic Data Generation Pipeline & Dataset

Abstract

MobilityGPT is a state-of-the-art model designed for human mobility modeling. Built as a decoder-only GPT model, it excels at generating mobility trajectories with high precision. By integrating transformer architecture with spatial awareness, MobilityGPT delivers superior trajectory predictions, making it a powerful tool for understanding and forecasting human movement patterns.