In lattice gases the Boltzmann equation is not valid at low densities, if the collision rules admit reflections of unlike particles because of long-lived correlated ring-type collisions. This is shown for a simple mixture, a Lorentz gas, by comparing theoretical and molecular dynamics results for the diffusion coefficient.
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Ernst et al. (1989) studied this question.
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