The evolving dynamics of urban flow can be surprisingly approached through a thermodynamic framework. Imagine thoroughfares not merely as conduits, but as systems exhibiting principles akin to transfer and entropy. Congestion, for instance, might be considered as a form of specific energy dissipation – a wasteful accumulation of traffic flow. Con