The evolving behavior of urban transportation can be surprisingly framed 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 viewed as a form of regional energy dissipation – a inefficient accumulation of vehicular flow. Con