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