The evolving patterns of urban flow can be surprisingly framed 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 localized energy dissipation – a ine