The evolving dynamics of urban flow can be surprisingly understood through a thermodynamic lens. Imagine thoroughfares not merely as conduits, but as systems exhibiting principles akin to energy and entropy. Congestion, for instance, might be considered as a form of regional energy dissipation – a inefficient accumulation of motorized flow. Conve