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Beyond-classical computation in quantum simulation
Online First 2025-03-12
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.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.createdat | 2025-03-17T14:57:02Z | en |
| 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.type | Publication | en |
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