Theory of Ergodic Quantum Processes
The generic behavior of quantum systems has long been of theoretical and practical interest. Any quantum process is represented by a sequence of quantum channels. We consider general ergodic sequences of stochastic channels with arbitrary correlations and non-negligible decoherence. Ergodicity inclu...
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2021
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oai:doaj.org-article:3b6c541883cb4be4b2216b15bf7188aa2021-12-02T19:12:57ZTheory of Ergodic Quantum Processes10.1103/PhysRevX.11.0410012160-3308https://doaj.org/article/3b6c541883cb4be4b2216b15bf7188aa2021-10-01T00:00:00Zhttp://doi.org/10.1103/PhysRevX.11.041001http://doi.org/10.1103/PhysRevX.11.041001https://doaj.org/toc/2160-3308The generic behavior of quantum systems has long been of theoretical and practical interest. Any quantum process is represented by a sequence of quantum channels. We consider general ergodic sequences of stochastic channels with arbitrary correlations and non-negligible decoherence. Ergodicity includes and vastly generalizes random independence. We obtain a theorem which shows that the composition of such a sequence of channels converges exponentially fast to a replacement (rank-one) channel. Using this theorem, we derive the limiting behavior of translation-invariant channels and stochastically independent random channels. We then use our formalism to describe the thermodynamic limit of ergodic matrix product states. We derive formulas for the expectation value of a local observable and prove that the two-point correlations of local observables decay exponentially. We then analytically compute the entanglement spectrum across any cut, by which the bipartite entanglement entropy (i.e., Rényi or von Neumann) across an arbitrary cut can be computed exactly. Other physical implications of our results are that most Floquet phases of matter are metastable and that noisy random circuits in the large depth limit will be trivial as far as their quantum entanglement is concerned. To obtain these results, we bridge quantum information theory to dynamical systems and random matrix theory.Ramis MovassaghJeffrey SchenkerAmerican Physical SocietyarticlePhysicsQC1-999ENPhysical Review X, Vol 11, Iss 4, p 041001 (2021) |
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Physics QC1-999 Ramis Movassagh Jeffrey Schenker Theory of Ergodic Quantum Processes |
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The generic behavior of quantum systems has long been of theoretical and practical interest. Any quantum process is represented by a sequence of quantum channels. We consider general ergodic sequences of stochastic channels with arbitrary correlations and non-negligible decoherence. Ergodicity includes and vastly generalizes random independence. We obtain a theorem which shows that the composition of such a sequence of channels converges exponentially fast to a replacement (rank-one) channel. Using this theorem, we derive the limiting behavior of translation-invariant channels and stochastically independent random channels. We then use our formalism to describe the thermodynamic limit of ergodic matrix product states. We derive formulas for the expectation value of a local observable and prove that the two-point correlations of local observables decay exponentially. We then analytically compute the entanglement spectrum across any cut, by which the bipartite entanglement entropy (i.e., Rényi or von Neumann) across an arbitrary cut can be computed exactly. Other physical implications of our results are that most Floquet phases of matter are metastable and that noisy random circuits in the large depth limit will be trivial as far as their quantum entanglement is concerned. To obtain these results, we bridge quantum information theory to dynamical systems and random matrix theory. |
format |
article |
author |
Ramis Movassagh Jeffrey Schenker |
author_facet |
Ramis Movassagh Jeffrey Schenker |
author_sort |
Ramis Movassagh |
title |
Theory of Ergodic Quantum Processes |
title_short |
Theory of Ergodic Quantum Processes |
title_full |
Theory of Ergodic Quantum Processes |
title_fullStr |
Theory of Ergodic Quantum Processes |
title_full_unstemmed |
Theory of Ergodic Quantum Processes |
title_sort |
theory of ergodic quantum processes |
publisher |
American Physical Society |
publishDate |
2021 |
url |
https://doaj.org/article/3b6c541883cb4be4b2216b15bf7188aa |
work_keys_str_mv |
AT ramismovassagh theoryofergodicquantumprocesses AT jeffreyschenker theoryofergodicquantumprocesses |
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1718377014786785280 |