The evolving dynamics of urban transportation can be surprisingly framed through a thermodynamic framework. 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 localized energy dissipation – a inefficient accumulation of traffic flow.