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We study finite spin- rings with nearest-neighbor Heisenberg exchange, Dzyaloshinsky–Moriya interaction, and an external magnetic field. We introduce an interpolation parameter between the fully quantum Hamiltonian and a state-dependent mean-field description. Using dissipative Gisin–Schrödinger dynamics, we analyze the resulting quantum–classical crossover through local magnetization, connected spin correlations, single-site entropy, and the saturation field of the fully polarized state.

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