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We derive the two-dimensional Keller-Segel equation from a stochastic system of interacting particles in the case of sub-critical chemosensitivity $\chi < 8 \piN^{- \alpha}\alpha \in (0, 1 / 2)$. In particular we obtain a quantitative result for the maximal distance between the real and mean-field -particle trajectories.

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