Beyond-classical computation in quantum simulation

2025
journal article
article
49
dc.abstract.enQuantum computers hold the promise of solving certain problems that lie beyond the reach of conventional computers. Establishing this capability, especially for impactful and meaningful problems, remains a central challenge. Here we show that superconducting quantum annealing processors can rapidly generate samples in close agreement with solutions of the Schrödinger equation. We demonstrate area-law scaling of entanglement in the model quench dynamics of two-, three- and infinite-dimensional spin glasses, supporting the observed stretched-exponential scaling of effort for matrix-product-state approaches. We show that several leading approximate methods based on tensor networks and neural networks cannot achieve the same accuracy as the quantum annealer within a reasonable timeframe. Thus quantum annealers can answer questions of practical importance that may remain out of reach for classical computation.
dc.affiliationWydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Fizyki Teoretycznej
dc.contributor.authorKing, Andrew D.
dc.contributor.authorNocera, Alberto
dc.contributor.authorRams, Marek - 142333
dc.contributor.authorDziarmaga, Jacek - 127850
dc.contributor.authorWiersema, Roeland
dc.contributor.authorBernoudy, William
dc.contributor.authorRaymond, Jack
dc.contributor.authorKaushal, Nitin
dc.contributor.authorHeinsdorf, Niclas
dc.contributor.authorHarris, Richard
dc.contributor.authorBoothby, Kelly
dc.contributor.authorAltomare, Fabio
dc.contributor.authorAsad, Mohsen
dc.contributor.authorBerkley, Andrew J.
dc.contributor.authorBoschnak, Martin
dc.contributor.authorChern, Kevin
dc.contributor.authorChristiani, Holly
dc.contributor.authorCibere, Samantha
dc.contributor.authorConnor, Jake
dc.contributor.authorDehn, Martin H.
dc.contributor.authorDeshpande, Rahul
dc.contributor.authorEjtemaee, Sara
dc.contributor.authorFarre, Pau
dc.contributor.authorHamer, Kelsey
dc.contributor.authorHoskinson, Emile
dc.contributor.authorHuang, Shuiyuan
dc.contributor.authorJohnson, Mark W.
dc.contributor.authorKortas, Samuel
dc.contributor.authorLadizinsky, Eric
dc.contributor.authorLanting, Trevor
dc.contributor.authorLai, Tony
dc.contributor.authorLi, Ryan
dc.contributor.authorMacDonald, Allison J. R.
dc.contributor.authorMarsden, Gaelen
dc.contributor.authorMcGeoch, Catherine C.
dc.contributor.authorMolavi, Reza
dc.contributor.authorOh, Travis
dc.contributor.authorNeufeld, Richard
dc.contributor.authorNorouzpour, Mana
dc.contributor.authorPasvolsky, Joel
dc.contributor.authorPoitras, Patrick
dc.contributor.authorPoulin-Lamarre, Gabriel
dc.contributor.authorPrescott, Thomas
dc.contributor.authorReis, Mauricio
dc.contributor.authorRich, Chris
dc.contributor.authorSamani, Mohammad
dc.contributor.authorSheldan, Benjamin
dc.contributor.authorSmirnov, Anatoly
dc.contributor.authorSterpka, Edward
dc.contributor.authorTrullas Clavera, Berta
dc.contributor.authorTsai, Nicholas
dc.contributor.authorVolkmann, Mark
dc.contributor.authorWhiticar, Alexander M.
dc.contributor.authorWhittaker, Jed D.
dc.contributor.authorWilkinson, Warren
dc.contributor.authorYao, Jason
dc.contributor.authorYi, T.J.
dc.contributor.authorSandvik, Anders W.
dc.contributor.authorAlvarez, Gonzalo
dc.contributor.authorMelko, Roger G.
dc.contributor.authorCarrasquilla, Juan
dc.contributor.authorFranz, Marcel
dc.contributor.authorAmin, Mohammad H.
dc.date.accessioned2025-03-18T08:17:17Z
dc.date.available2025-03-18T08:17:17Z
dc.date.createdat2025-03-17T14:57:02Zen
dc.date.issued2025
dc.description.additionalOnline First 2025-03-12
dc.description.number6743
dc.description.physical199-204
dc.description.volume388
dc.identifier.doi10.1126/science.ado6285
dc.identifier.issn0036-8075
dc.identifier.urihttps://ruj.uj.edu.pl/handle/item/550318
dc.languageeng
dc.language.containereng
dc.rightsUdzielam licencji. Uznanie autorstwa 4.0 Międzynarodowa
dc.rights.licenceBez licencji otwartego dostępu
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/legalcode.pl
dc.subtypeArticle
dc.titleBeyond-classical computation in quantum simulation
dc.title.journalScience
dc.typeJournalArticle
dspace.entity.typePublicationen
dc.abstract.en
Quantum computers hold the promise of solving certain problems that lie beyond the reach of conventional computers. Establishing this capability, especially for impactful and meaningful problems, remains a central challenge. Here we show that superconducting quantum annealing processors can rapidly generate samples in close agreement with solutions of the Schrödinger equation. We demonstrate area-law scaling of entanglement in the model quench dynamics of two-, three- and infinite-dimensional spin glasses, supporting the observed stretched-exponential scaling of effort for matrix-product-state approaches. We show that several leading approximate methods based on tensor networks and neural networks cannot achieve the same accuracy as the quantum annealer within a reasonable timeframe. Thus quantum annealers can answer questions of practical importance that may remain out of reach for classical computation.
dc.affiliation
Wydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Fizyki Teoretycznej
dc.contributor.author
King, Andrew D.
dc.contributor.author
Nocera, Alberto
dc.contributor.author
Rams, Marek - 142333
dc.contributor.author
Dziarmaga, Jacek - 127850
dc.contributor.author
Wiersema, Roeland
dc.contributor.author
Bernoudy, William
dc.contributor.author
Raymond, Jack
dc.contributor.author
Kaushal, Nitin
dc.contributor.author
Heinsdorf, Niclas
dc.contributor.author
Harris, Richard
dc.contributor.author
Boothby, Kelly
dc.contributor.author
Altomare, Fabio
dc.contributor.author
Asad, Mohsen
dc.contributor.author
Berkley, Andrew J.
dc.contributor.author
Boschnak, Martin
dc.contributor.author
Chern, Kevin
dc.contributor.author
Christiani, Holly
dc.contributor.author
Cibere, Samantha
dc.contributor.author
Connor, Jake
dc.contributor.author
Dehn, Martin H.
dc.contributor.author
Deshpande, Rahul
dc.contributor.author
Ejtemaee, Sara
dc.contributor.author
Farre, Pau
dc.contributor.author
Hamer, Kelsey
dc.contributor.author
Hoskinson, Emile
dc.contributor.author
Huang, Shuiyuan
dc.contributor.author
Johnson, Mark W.
dc.contributor.author
Kortas, Samuel
dc.contributor.author
Ladizinsky, Eric
dc.contributor.author
Lanting, Trevor
dc.contributor.author
Lai, Tony
dc.contributor.author
Li, Ryan
dc.contributor.author
MacDonald, Allison J. R.
dc.contributor.author
Marsden, Gaelen
dc.contributor.author
McGeoch, Catherine C.
dc.contributor.author
Molavi, Reza
dc.contributor.author
Oh, Travis
dc.contributor.author
Neufeld, Richard
dc.contributor.author
Norouzpour, Mana
dc.contributor.author
Pasvolsky, Joel
dc.contributor.author
Poitras, Patrick
dc.contributor.author
Poulin-Lamarre, Gabriel
dc.contributor.author
Prescott, Thomas
dc.contributor.author
Reis, Mauricio
dc.contributor.author
Rich, Chris
dc.contributor.author
Samani, Mohammad
dc.contributor.author
Sheldan, Benjamin
dc.contributor.author
Smirnov, Anatoly
dc.contributor.author
Sterpka, Edward
dc.contributor.author
Trullas Clavera, Berta
dc.contributor.author
Tsai, Nicholas
dc.contributor.author
Volkmann, Mark
dc.contributor.author
Whiticar, Alexander M.
dc.contributor.author
Whittaker, Jed D.
dc.contributor.author
Wilkinson, Warren
dc.contributor.author
Yao, Jason
dc.contributor.author
Yi, T.J.
dc.contributor.author
Sandvik, Anders W.
dc.contributor.author
Alvarez, Gonzalo
dc.contributor.author
Melko, Roger G.
dc.contributor.author
Carrasquilla, Juan
dc.contributor.author
Franz, Marcel
dc.contributor.author
Amin, Mohammad H.
dc.date.accessioned
2025-03-18T08:17:17Z
dc.date.available
2025-03-18T08:17:17Z
dc.date.createdaten
2025-03-17T14:57:02Z
dc.date.issued
2025
dc.description.additional
Online First 2025-03-12
dc.description.number
6743
dc.description.physical
199-204
dc.description.volume
388
dc.identifier.doi
10.1126/science.ado6285
dc.identifier.issn
0036-8075
dc.identifier.uri
https://ruj.uj.edu.pl/handle/item/550318
dc.language
eng
dc.language.container
eng
dc.rights
Udzielam licencji. Uznanie autorstwa 4.0 Międzynarodowa
dc.rights.licence
Bez licencji otwartego dostępu
dc.rights.uri
http://creativecommons.org/licenses/by/4.0/legalcode.pl
dc.subtype
Article
dc.title
Beyond-classical computation in quantum simulation
dc.title.journal
Science
dc.type
JournalArticle
dspace.entity.typeen
Publication
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