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We study the mean-field dynamics of a system of interacting bosons starting from an initially condensated state. For a broad class of mean-field Hamiltonians, including models with arbitrary bounded interactions and models with unbounded interaction potentials, we prove that the probability of having particles outside the condensate decays exponentially in for any finite evolution time. Our results strengthen previously known bounds that provide only polynomial control on the probability of having excitations.

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