The evolving behavior of urban movement can be surprisingly framed through a thermodynamic framework. Imagine thoroughfares not merely as conduits, but as systems exhibiting principles akin to energy and entropy. Congestion, for instance, might be considered as a form of free energy change specific energy dissipation – a inefficient accumulation