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We present and discuss how the so called equation-free approach for multi-scale computations can be used to systematically study certain aspects of the dynamics of detailed individual-based epidemic simulators. In particular we address the development of a computational protocol that enables detailed epidemic simulators to converge to their coarse-grained critical points which mark the onset of instabilities...