The evolving patterns of urban flow can be surprisingly understood through a thermodynamic perspective. Imagine avenues not merely as conduits, but as systems exhibiting principles akin to transfer and entropy. Congestion, for instance, might be interpreted as a form of localized energy dissipation – a suboptimal accumulation of traffic flow. Con