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We introduce a classical limit of the dynamics of quantum spin systems based on coherent states of SU(), where is the dimension of the local Hilbert space. This approach, that generalizes the well-known Landau-Lifshitz dynamics from SU(2) to SU(), provides a better approximation to the exact quantum dynamics for a large class of realistic spin Hamiltonians, including systems with large single-ion anisotropy and weakly-coupled multi-spin units, such as dimers or trimers. We illustrate this idea by comparing the spin structure factors of a single-ion model that are obtained with the SU(2) and SU(3) classical spin dynamics against the exact solution.

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