Efficiency optimization in quantum computing: balancing thermodynamics and computational performance
| dc.contributor.author | Smierzchalsk, Tomasz | |
| dc.contributor.author | Mzaouali, Zakaria | |
| dc.contributor.author | Deffner, Sebastian | |
| dc.contributor.author | Gardas, Bartłomiej | |
| dc.date.accessioned | 2023-09-12T17:44:37Z | |
| dc.date.available | 2023-09-12T17:44:37Z | |
| dc.date.issued | 2024-02-24 | |
| dc.description.abstract | We investigate the computational efficiency and thermodynamic cost of the D-Wave quantum annealer under reverse-annealing with and without pausing. Our demonstration on the D-Wave 2000Q annealer shows that the combination of reverse-annealing and pausing leads to improved computational efficiency while minimizing the thermodynamic cost compared to reverse-annealing alone. Moreover, we find that the magnetic field has a positive impact on the performance of the quantum annealer during reverse-annealing but becomes detrimental when pausing is involved. Our results, which are reproducible, provide strategies for optimizing the performance and energy consumption of quantum annealing systems employing reverse-annealing protocols. | en_US |
| dc.description.sponsorship | We would like to thank L. Buffoni and M. Campisi for valuable discussions. T.Ś. and Z.M. acknowledge support from the National Science Center (NCN), Poland, under Project No. 2020/38/E/ST3/00269. S.D. acknowledges support from the U.S. National Science Foundation under Grant No. DMR-2010127 and the John Templeton Foundation under Grant No. 62422. B.G. acknowledges support from Foundation for Polish Science (grant no POIR.04.04.00-00-14DE/ 18-00 carried out within the Team-Net program co-financed by the European Union 7 under the European Regional Development Fund). | en_US |
| dc.description.uri | https://www.nature.com/articles/s41598-024-55314-z | en_US |
| dc.format.extent | 11 pages | en_US |
| dc.genre | journal articles | en_US |
| dc.identifier | doi:10.13016/m2wxyd-wdf3 | |
| dc.identifier.citation | Śmierzchalski, Tomasz, Zakaria Mzaouali, Sebastian Deffner, and Bartłomiej Gardas. “Efficiency Optimization in Quantum Computing: Balancing Thermodynamics and Computational Performance.” Scientific Reports 14, no. 1 (February 24, 2024): 4555. https://doi.org/10.1038/s41598-024-55314-z. | |
| dc.identifier.uri | https://doi.org/10.1038/s41598-024-55314-z | |
| dc.identifier.uri | http://hdl.handle.net/11603/29655 | |
| dc.language.iso | en_US | en_US |
| dc.publisher | Springer Nature | |
| dc.relation.isAvailableAt | The University of Maryland, Baltimore County (UMBC) | |
| dc.relation.ispartof | UMBC Physics Department Collection | |
| dc.relation.ispartof | UMBC Faculty Collection | |
| dc.rights | Attribution 4.0 International (CC BY 4.0) | en_US |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
| dc.title | Efficiency optimization in quantum computing: balancing thermodynamics and computational performance | en_US |
| dc.type | Text | en_US |
| dcterms.creator | https://orcid.org/0000-0003-0504-6932 | en_US |