Shortcuts for Adiabatic and Variational Algorithms in Molecular Simulation

Quantum algorithms are prominent in the pursuit of achieving quantum advantage in various computational tasks. However, addressing challenges, such as limited qubit coherence and high error rate in near-term devices, requires extensive efforts. In this paper, we present a substantial stride in quant...

Full description

Saved in:
Bibliographic Details
Main Authors Ferreiro-Vélez, Julián, Iriarte-Zendoia, Iñaki, Ban, Yue, Chen, Xi
Format Journal Article
LanguageEnglish
Published 30.07.2024
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Quantum algorithms are prominent in the pursuit of achieving quantum advantage in various computational tasks. However, addressing challenges, such as limited qubit coherence and high error rate in near-term devices, requires extensive efforts. In this paper, we present a substantial stride in quantum chemistry by integrating shortcuts-to-adiabaticity techniques into adiabatic and variational algorithms for calculating the molecular ground state. Our approach includes the counter-diabatic driving that accelerates adiabatic evolution by mitigating adiabatic errors. Additionally, we introduce the counter-diabatic terms as the adiabatic gauge ansatz for the variational quantum eigensolver, which exhibits favorable convergence properties with a fewer number of parameters, thereby reducing the circuit depth. Our approach achieves comparable accuracy to other established ansatzes, while enhancing the potential for applications in material science, drug discovery, and molecular simulations.
AbstractList Quantum algorithms are prominent in the pursuit of achieving quantum advantage in various computational tasks. However, addressing challenges, such as limited qubit coherence and high error rate in near-term devices, requires extensive efforts. In this paper, we present a substantial stride in quantum chemistry by integrating shortcuts-to-adiabaticity techniques into adiabatic and variational algorithms for calculating the molecular ground state. Our approach includes the counter-diabatic driving that accelerates adiabatic evolution by mitigating adiabatic errors. Additionally, we introduce the counter-diabatic terms as the adiabatic gauge ansatz for the variational quantum eigensolver, which exhibits favorable convergence properties with a fewer number of parameters, thereby reducing the circuit depth. Our approach achieves comparable accuracy to other established ansatzes, while enhancing the potential for applications in material science, drug discovery, and molecular simulations.
Author Chen, Xi
Iriarte-Zendoia, Iñaki
Ban, Yue
Ferreiro-Vélez, Julián
Author_xml – sequence: 1
  givenname: Julián
  surname: Ferreiro-Vélez
  fullname: Ferreiro-Vélez, Julián
– sequence: 2
  givenname: Iñaki
  surname: Iriarte-Zendoia
  fullname: Iriarte-Zendoia, Iñaki
– sequence: 3
  givenname: Yue
  surname: Ban
  fullname: Ban, Yue
– sequence: 4
  givenname: Xi
  surname: Chen
  fullname: Chen, Xi
BackLink https://doi.org/10.48550/arXiv.2407.20957$$DView paper in arXiv
BookMark eNrjYmDJy89LZWCQNDTQM7EwNTXQTyyqyCzTMzIxMNczMrA0Nedk8ArOyC8qSS4tKVZIyy9ScEzJTExKLMlMVkjMS1EISyzKBHLy8xJzFBxz0vOLMksycosVMvMUfPNzUpNLcxKLFIIzc4E0SBEPA2taYk5xKi-U5maQd3MNcfbQBdsaX1CUmZtYVBkPsj0ebLsxYRUA6eA8lw
ContentType Journal Article
Copyright http://creativecommons.org/licenses/by/4.0
Copyright_xml – notice: http://creativecommons.org/licenses/by/4.0
DBID GOX
DOI 10.48550/arxiv.2407.20957
DatabaseName arXiv.org
DatabaseTitleList
Database_xml – sequence: 1
  dbid: GOX
  name: arXiv.org
  url: http://arxiv.org/find
  sourceTypes: Open Access Repository
DeliveryMethod fulltext_linktorsrc
ExternalDocumentID 2407_20957
GroupedDBID GOX
ID FETCH-arxiv_primary_2407_209573
IEDL.DBID GOX
IngestDate Thu Aug 01 12:20:36 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-arxiv_primary_2407_209573
OpenAccessLink https://arxiv.org/abs/2407.20957
ParticipantIDs arxiv_primary_2407_20957
PublicationCentury 2000
PublicationDate 2024-07-30
PublicationDateYYYYMMDD 2024-07-30
PublicationDate_xml – month: 07
  year: 2024
  text: 2024-07-30
  day: 30
PublicationDecade 2020
PublicationYear 2024
Score 3.8528438
SecondaryResourceType preprint
Snippet Quantum algorithms are prominent in the pursuit of achieving quantum advantage in various computational tasks. However, addressing challenges, such as limited...
SourceID arxiv
SourceType Open Access Repository
SubjectTerms Physics - Quantum Physics
Title Shortcuts for Adiabatic and Variational Algorithms in Molecular Simulation
URI https://arxiv.org/abs/2407.20957
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwY2BQSTNIMzIyME_TNbRIstQ1STEx1E0yNk_SNUuxSEk1TksG3RMIWm3hZ-YRauIVYRrBxKAA2wuTWFSRWQY5HzipWB_U3QD24SxNzZkZmI2MQEu23P0jIJOT4KO4oOoR6oBtTLAQUiXhJsjAD23dKThCokOIgSk1T4TBKzgDdJN4aUmxArCFqOAIGu4EnZOqAOzEK4QB-6rQ8TgFx5z0fGBfPSO3WCEzT8EXdnGtQnBmLvSSLVEGeTfXEGcPXbDt8QWQoyLiQQ6LBzvMWIyBBdihT5VgUEhMSTZPSgXmrKQkI5M0YHvC0gLISzZJSzNOtTRMNZJkkMBlihRuKWkGLiNghQsedzSQYWApKSpNlQVWmCVJcuBQAwDpiXDX
link.rule.ids 228,230,783,888
linkProvider Cornell University
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Shortcuts+for+Adiabatic+and+Variational+Algorithms+in+Molecular+Simulation&rft.au=Ferreiro-V%C3%A9lez%2C+Juli%C3%A1n&rft.au=Iriarte-Zendoia%2C+I%C3%B1aki&rft.au=Ban%2C+Yue&rft.au=Chen%2C+Xi&rft.date=2024-07-30&rft_id=info:doi/10.48550%2Farxiv.2407.20957&rft.externalDocID=2407_20957