The evolving patterns of urban flow can be surprisingly approached through a thermodynamic framework. Imagine streets not merely as conduits, but as systems exhibiting principles akin to heat and entropy. Congestion, for instance, might be viewed as a form of specific energy dissipation – a suboptimal accumulation of motorized flow. Conversely, e