Edge-based mean-field approximation of dynamics on networks via approximate lumping of Markov chains

Gábor Timár, Jonathan A. Ward, Péter L. Simon

Mean-field approximations for dynamical processes on networks are widely used, but existing derivations often rely either on moment closures or on idealised assumptions about netwo…