Law of Large Numbers for Random Quantum Dynamical Semigroups
John E. Gough, Yurii N. Orlov, Vsevolod Zh. Sakbaev, and Oleg G., Smolyanov

TL;DR
This paper establishes a Law of Large Numbers for random quantum dynamical semigroups, showing that their averaged iterates converge to a deterministic quantum semigroup, which advances understanding of quantum stochastic processes.
Contribution
It introduces a Law of Large Numbers principle for random quantum dynamical semigroups, linking their averaged behavior to the average generator, a novel theoretical result.
Findings
Random iterates are Chernoff equivalent to the quantum dynamical semigroup.
Convergence of random quantum processes to deterministic limits.
Extension of classical probabilistic laws to quantum stochastic dynamics.
Abstract
We present a Law of Large Numbers principle for uniformly continuous random quantum dynamical semigroups. Random iterates of independent copies of these semigroups are shown to be Chernoff equivalent to the quantum dynamical semigroup by the average generator.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
Topicsadvanced mathematical theories · Stochastic processes and financial applications · Stochastic processes and statistical mechanics
