The evolving behavior of urban flow can be surprisingly understood through a thermodynamic framework. Imagine streets not merely as conduits, but as systems exhibiting principles akin to transfer and entropy. Congestion, for instance, might be viewed as a form of regional energy dissipation – a wasteful accumulation of vehicular flow. Conversely,