The evolving behavior of urban flow can be surprisingly framed through a thermodynamic framework. Imagine streets not merely as conduits, but as systems exhibiting principles akin to energy and entropy. Congestion, website for instance, might be considered as a form of regional energy dissipation – a suboptimal accumulation of vehicular flow. Con