Maximum-likelihood estimation is applied to identification of an unknown quantum mechanical process represented by a ``black box. In contrast to linear reconstruction schemes the proposed approach always yields physically sensible results. Its feasibility is demonstrated using the Monte Carlo simulations for the two-level system (single qubit).
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