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