FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3162201043> ?p ?o ?g. }

• W3162201043 abstract "Deep neural networks (DNN) can be applied at the post-processing stage for the improvement of the results of quantum computations on noisy intermediate-scale quantum (NISQ) processors. Here, we propose a method based on this idea, which is most suitable for digital quantum simulation characterized by the periodic structure of quantum circuits consisting of Trotter steps. A key ingredient of our approach is that it does not require any data from a classical simulator at the training stage. The network is trained to transform data obtained from quantum hardware with artificially increased Trotter steps number (noise level) towards the data obtained without such an increase. The additional Trotter steps are fictitious, i.e., they contain negligibly small rotations and, in the absence of hardware imperfections, reduce essentially to the identity gates. This preserves, at the training stage, information about relevant quantum circuit features. Two particular examples are considered that are the dynamics of the transverse-field Ising chain and XY spin chain, which were implemented on two real five-qubit IBM Q processors. A significant error reduction is demonstrated as a result of the DNN application that allows us to effectively increase quantum circuit depth in terms of Trotter steps." @default.
• W3162201043 created "2021-05-24" @default.
• W3162201043 creator A5065625728 @default.
• W3162201043 creator A5088663295 @default.
• W3162201043 date "2022-02-18" @default.
• W3162201043 modified "2023-10-14" @default.
• W3162201043 title "Quantum error reduction with deep neural network applied at the post-processing stage" @default.
• W3162201043 cites W1571112381 @default.
• W3162201043 cites W1870671750 @default.
• W3162201043 cites W1981540390 @default.
• W3162201043 cites W2061240324 @default.
• W3162201043 cites W2161685427 @default.
• W3162201043 cites W2337082154 @default.
• W3162201043 cites W2559394418 @default.
• W3162201043 cites W2562526363 @default.
• W3162201043 cites W2593019179 @default.
• W3162201043 cites W2620286290 @default.
• W3162201043 cites W2752623698 @default.
• W3162201043 cites W2755255888 @default.
• W3162201043 cites W2772549578 @default.
• W3162201043 cites W2781738013 @default.
• W3162201043 cites W2792315573 @default.
• W3162201043 cites W2805713135 @default.
• W3162201043 cites W2923537029 @default.
• W3162201043 cites W2941137921 @default.
• W3162201043 cites W2969500900 @default.
• W3162201043 cites W2976134173 @default.
• W3162201043 cites W3004838521 @default.
• W3162201043 cites W3037443854 @default.
• W3162201043 cites W3037737784 @default.
• W3162201043 cites W3046632927 @default.
• W3162201043 cites W3085746524 @default.
• W3162201043 cites W3093493500 @default.
• W3162201043 cites W3097999675 @default.
• W3162201043 cites W3098550391 @default.
• W3162201043 cites W3099189920 @default.
• W3162201043 cites W3101122608 @default.
• W3162201043 cites W3102125831 @default.
• W3162201043 cites W3102660662 @default.
• W3162201043 cites W3104481216 @default.
• W3162201043 cites W3104599990 @default.
• W3162201043 cites W3106522152 @default.
• W3162201043 cites W3195480343 @default.
• W3162201043 cites W3211386740 @default.
• W3162201043 cites W3214850722 @default.
• W3162201043 cites W4206310632 @default.
• W3162201043 cites W4235557585 @default.
• W3162201043 doi "https://doi.org/10.1007/s11128-022-03433-9" @default.
• W3162201043 hasPublicationYear "2022" @default.
• W3162201043 type Work @default.
• W3162201043 sameAs 3162201043 @default.
• W3162201043 citedByCount "4" @default.
• W3162201043 countsByYear W31622010432022 @default.
• W3162201043 countsByYear W31622010432023 @default.
• W3162201043 crossrefType "journal-article" @default.
• W3162201043 hasAuthorship W3162201043A5065625728 @default.
• W3162201043 hasAuthorship W3162201043A5088663295 @default.
• W3162201043 hasBestOaLocation W31622010432 @default.
• W3162201043 hasConcept C11413529 @default.
• W3162201043 hasConcept C121332964 @default.
• W3162201043 hasConcept C124148022 @default.
• W3162201043 hasConcept C137019171 @default.
• W3162201043 hasConcept C154945302 @default.
• W3162201043 hasConcept C203087015 @default.
• W3162201043 hasConcept C41008148 @default.
• W3162201043 hasConcept C459310 @default.
• W3162201043 hasConcept C50644808 @default.
• W3162201043 hasConcept C51003876 @default.
• W3162201043 hasConcept C58053490 @default.
• W3162201043 hasConcept C62520636 @default.
• W3162201043 hasConcept C84114770 @default.
• W3162201043 hasConceptScore W3162201043C11413529 @default.
• W3162201043 hasConceptScore W3162201043C121332964 @default.
• W3162201043 hasConceptScore W3162201043C124148022 @default.
• W3162201043 hasConceptScore W3162201043C137019171 @default.
• W3162201043 hasConceptScore W3162201043C154945302 @default.
• W3162201043 hasConceptScore W3162201043C203087015 @default.
• W3162201043 hasConceptScore W3162201043C41008148 @default.
• W3162201043 hasConceptScore W3162201043C459310 @default.
• W3162201043 hasConceptScore W3162201043C50644808 @default.
• W3162201043 hasConceptScore W3162201043C51003876 @default.
• W3162201043 hasConceptScore W3162201043C58053490 @default.
• W3162201043 hasConceptScore W3162201043C62520636 @default.
• W3162201043 hasConceptScore W3162201043C84114770 @default.
• W3162201043 hasFunder F4320321079 @default.
• W3162201043 hasIssue "3" @default.
• W3162201043 hasLocation W31622010431 @default.
• W3162201043 hasLocation W31622010432 @default.
• W3162201043 hasOpenAccess W3162201043 @default.
• W3162201043 hasPrimaryLocation W31622010431 @default.
• W3162201043 hasRelatedWork W1975824633 @default.
• W3162201043 hasRelatedWork W2951211905 @default.
• W3162201043 hasRelatedWork W3006610287 @default.
• W3162201043 hasRelatedWork W3096747752 @default.
• W3162201043 hasRelatedWork W3194905711 @default.
• W3162201043 hasRelatedWork W4289827731 @default.
• W3162201043 hasRelatedWork W4292636030 @default.
• W3162201043 hasRelatedWork W4309470286 @default.
• W3162201043 hasRelatedWork W4310512313 @default.
• W3162201043 hasRelatedWork W4362706727 @default.

• next