The evolving patterns of urban flow can be surprisingly framed through a thermodynamic perspective. Imagine streets not merely as conduits, but as systems exhibiting principles akin to transfer and entropy. Congestion, for instance, might be considered as a form of regional energy dissipation – a inefficient accumulation of motorized flow. Conver