The evolving patterns of urban flow can be surprisingly understood through a thermodynamic framework. 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 specific energy dissipation – a inefficient accumulation of motorized flow. Co