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Quantum systems equilibrate rapidly for most observables.
Malabarba AS, García-Pintos LP, Linden N, Farrelly TC, Short AJ. Malabarba AS, et al. Among authors: farrelly tc. Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Jul;90(1):012121. doi: 10.1103/PhysRevE.90.012121. Epub 2014 Jul 22. Phys Rev E Stat Nonlin Soft Matter Phys. 2014. PMID: 25122265
Comparing classical and quantum equilibration.
Malabarba AS, Farrelly T, Short AJ. Malabarba AS, et al. Phys Rev E. 2016 Sep;94(3-1):032119. doi: 10.1103/PhysRevE.94.032119. Epub 2016 Sep 15. Phys Rev E. 2016. PMID: 27739757
Training deep quantum neural networks.
Beer K, Bondarenko D, Farrelly T, Osborne TJ, Salzmann R, Scheiermann D, Wolf R. Beer K, et al. Nat Commun. 2020 Feb 10;11(1):808. doi: 10.1038/s41467-020-14454-2. Nat Commun. 2020. PMID: 32041956 Free PMC article.
Tensor-Network Codes.
Farrelly T, Harris RJ, McMahon NA, Stace TM. Farrelly T, et al. Phys Rev Lett. 2021 Jul 23;127(4):040507. doi: 10.1103/PhysRevLett.127.040507. Phys Rev Lett. 2021. PMID: 34355960