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