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We compare approaches to evaluation of decoherence at low temperatures intwo-state quantum systems weakly coupled to the environment. By analyzing anexactly solvable model, we demonstrate that a non-Markovian approximationscheme yields good quality estimates of the reduced density matrix for timescales appropriate for evaluation of quantum computing designs.Comment: 15 pages, 3 figure

Models of short-time qubit decoherence