The evolving dynamics of urban transportation can be surprisingly approached through a thermodynamic lens. Imagine avenues not merely as conduits, but as systems exhibiting principles akin to energy and entropy. Congestion, for instance, might be interpreted as a form of regional energy dissipation – a inefficient accumulation of traffic flow. Co