Ma. Katsoulakis et Ae. Tzavaras, Multiscale analysis for interacting particles: Relaxation systems and scalar conservation laws, J STAT PHYS, 96(3-4), 1999, pp. 715-763
investigate the derivation of semilinear relaxation systems and scalar cons
ervation laws from a class of stochastic interacting particle systems. Thes
e systems are Markov jump processes set on a lattice, they satisfy detailed
mass balance (but not detailed balance of momentum), and are equipped with
multiple scalings. Using a combination of correlation function methods wit
h compactness and convergence properties of semidiscrete relaxation schemes
we prove that, at a mesoscopic scale, the interacting particle system give
s rise to a semilinear hyperbolic system of relaxation type, while at a mac
roscopic scale it yields a scalar conservation law. Rates of convergence ar
e obtained in both scalings.