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Law of large numbers and central limit theorem for ergodic quantum processes

Mathematical Physics 2025-10-10 v1 math.MP Probability Quantum Physics

Abstract

A discrete quantum process is represented by a sequence of quantum operations, which are completely positive maps that are not necessarily trace preserving. We consider quantum processes that are obtained by repeated iterations of a quantum operation with noise. Such ergodic quantum processes generalize independent quantum processes. An ergodic theorem describing convergence to equilibrium for a general class of such processes was recently obtained by Movassagh and Schenker. Under irreducibility and mixing conditions, we obtain a central limit type theorem describing fluctuations around the ergodic limit.

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Cite

@article{arxiv.2303.08992,
  title  = {Law of large numbers and central limit theorem for ergodic quantum processes},
  author = {Lubashan Pathirana and Jeffrey Schenker},
  journal= {arXiv preprint arXiv:2303.08992},
  year   = {2025}
}

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19 pages