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Toward perturbation theory methods on a quantum computer
Perturbation theory, used in a wide range of fields, is a powerful tool for approximate solutions to complex problems, starting from the exact solution of a related, simpler problem. Advances in quantum computing, especially over the past several years, provide opportunities for alternatives to clas...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181180/ https://www.ncbi.nlm.nih.gov/pubmed/37172088 http://dx.doi.org/10.1126/sciadv.adg4576 |
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author | Li, Junxu Jones, Barbara A. Kais, Sabre |
author_facet | Li, Junxu Jones, Barbara A. Kais, Sabre |
author_sort | Li, Junxu |
collection | PubMed |
description | Perturbation theory, used in a wide range of fields, is a powerful tool for approximate solutions to complex problems, starting from the exact solution of a related, simpler problem. Advances in quantum computing, especially over the past several years, provide opportunities for alternatives to classical methods. Here, we present a general quantum circuit estimating both the energy and eigenstates corrections that is far superior to the classical version when estimating second-order energy corrections. We demonstrate our approach as applied to the two-site extended Hubbard model. In addition to numerical simulations based on qiskit, results on IBM’s quantum hardware are also presented. Our work offers a general approach to studying complex systems with quantum devices, with no training or optimization process needed to obtain the perturbative terms, which can be generalized to other Hamiltonian systems both in chemistry and physics. |
format | Online Article Text |
id | pubmed-10181180 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-101811802023-05-13 Toward perturbation theory methods on a quantum computer Li, Junxu Jones, Barbara A. Kais, Sabre Sci Adv Physical and Materials Sciences Perturbation theory, used in a wide range of fields, is a powerful tool for approximate solutions to complex problems, starting from the exact solution of a related, simpler problem. Advances in quantum computing, especially over the past several years, provide opportunities for alternatives to classical methods. Here, we present a general quantum circuit estimating both the energy and eigenstates corrections that is far superior to the classical version when estimating second-order energy corrections. We demonstrate our approach as applied to the two-site extended Hubbard model. In addition to numerical simulations based on qiskit, results on IBM’s quantum hardware are also presented. Our work offers a general approach to studying complex systems with quantum devices, with no training or optimization process needed to obtain the perturbative terms, which can be generalized to other Hamiltonian systems both in chemistry and physics. American Association for the Advancement of Science 2023-05-12 /pmc/articles/PMC10181180/ /pubmed/37172088 http://dx.doi.org/10.1126/sciadv.adg4576 Text en Copyright © 2023 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY). https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Physical and Materials Sciences Li, Junxu Jones, Barbara A. Kais, Sabre Toward perturbation theory methods on a quantum computer |
title | Toward perturbation theory methods on a quantum computer |
title_full | Toward perturbation theory methods on a quantum computer |
title_fullStr | Toward perturbation theory methods on a quantum computer |
title_full_unstemmed | Toward perturbation theory methods on a quantum computer |
title_short | Toward perturbation theory methods on a quantum computer |
title_sort | toward perturbation theory methods on a quantum computer |
topic | Physical and Materials Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181180/ https://www.ncbi.nlm.nih.gov/pubmed/37172088 http://dx.doi.org/10.1126/sciadv.adg4576 |
work_keys_str_mv | AT lijunxu towardperturbationtheorymethodsonaquantumcomputer AT jonesbarbaraa towardperturbationtheorymethodsonaquantumcomputer AT kaissabre towardperturbationtheorymethodsonaquantumcomputer |