The evolving dynamics of urban flow can be surprisingly framed 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 interpreted as a form of regional energy dissipation – a inefficient accumulation of motorized flow. Convers