Graph cycles, affinities, and nonequilibrium network structure
This episode of Emergence Calculus discusses how the signature of external driving in a Markov network is found in cycle affinities, not individual edges. These affinities, which are loop-level log-ratio sums, disappear if and only if the system is in detailed balance.