Markov chains: time-scale of convergence to equilibrium (section 1.5.3)
Markov chains: discrete time master equation and detailed balance, Detailed balance and connection to equilibrium. Microscopic reversibility (invariance upon time reversal). (section 1.5.4)
Reference book: "Non equilibrium statistical physics: a modern perspective" by Livi and Politi