Author

Narimasa Watanabe

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Preprint Jul 2026

CityReal: Human-Aligned Urban Behavior and City Dynamics Simulation with Large-Scale LLM Agents

This work introduces CityReal, a modular framework for human-aligned urban simulation that supports analysis of crowd density, place popularity, mobility flows, and well-being under different urban scenarios, offering a scalable testbed for urban simulation and forecasting.

Nicolas Bougie, Xiaotong Ye, Narimasa Watanabe · 0 citations