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Chemistry beyond the Hartree–Fock energy via quantum computed moments
Quantum computers hold promise to circumvent the limitations of conventional computing for difficult molecular problems. However, the accumulation of quantum logic errors on real devices represents a major challenge, particularly in the pursuit of chemical accuracy requiring the inclusion of electro...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9148318/ https://www.ncbi.nlm.nih.gov/pubmed/35643811 http://dx.doi.org/10.1038/s41598-022-12324-z |
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author | Jones, Michael A. Vallury, Harish J. Hill, Charles D. Hollenberg, Lloyd C. L. |
author_facet | Jones, Michael A. Vallury, Harish J. Hill, Charles D. Hollenberg, Lloyd C. L. |
author_sort | Jones, Michael A. |
collection | PubMed |
description | Quantum computers hold promise to circumvent the limitations of conventional computing for difficult molecular problems. However, the accumulation of quantum logic errors on real devices represents a major challenge, particularly in the pursuit of chemical accuracy requiring the inclusion of electronic correlation effects. In this work we implement the quantum computed moments (QCM) approach for hydrogen chain molecular systems up to H[Formula: see text] . On a superconducting quantum processor, Hamiltonian moments, [Formula: see text] are computed with respect to the Hartree–Fock state, which are then employed in Lanczos expansion theory to determine an estimate for the ground-state energy which incorporates electronic correlations and manifestly improves on the direct energy measurement. Post-processing purification of the raw QCM data takes the estimate below the Hartree–Fock energy to within 99.9% of the exact electronic ground-state energy for the largest system studied, H[Formula: see text] . Calculated dissociation curves indicate precision at about 10mH for this system and as low as 0.1mH for molecular hydrogen, H[Formula: see text] , over a range of bond lengths. In the context of stringent precision requirements for chemical problems, these results provide strong evidence for the error suppression capability of the QCM method, particularly when coupled with post-processing error mitigation. While calculations based on the Hartree–Fock state are tractable to classical computation, these results represent a first step towards implementing the QCM method in a quantum chemical trial circuit. Greater emphasis on more efficient representations of the Hamiltonian and classical preprocessing steps may enable the solution of larger systems on near-term quantum processors. |
format | Online Article Text |
id | pubmed-9148318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91483182022-05-30 Chemistry beyond the Hartree–Fock energy via quantum computed moments Jones, Michael A. Vallury, Harish J. Hill, Charles D. Hollenberg, Lloyd C. L. Sci Rep Article Quantum computers hold promise to circumvent the limitations of conventional computing for difficult molecular problems. However, the accumulation of quantum logic errors on real devices represents a major challenge, particularly in the pursuit of chemical accuracy requiring the inclusion of electronic correlation effects. In this work we implement the quantum computed moments (QCM) approach for hydrogen chain molecular systems up to H[Formula: see text] . On a superconducting quantum processor, Hamiltonian moments, [Formula: see text] are computed with respect to the Hartree–Fock state, which are then employed in Lanczos expansion theory to determine an estimate for the ground-state energy which incorporates electronic correlations and manifestly improves on the direct energy measurement. Post-processing purification of the raw QCM data takes the estimate below the Hartree–Fock energy to within 99.9% of the exact electronic ground-state energy for the largest system studied, H[Formula: see text] . Calculated dissociation curves indicate precision at about 10mH for this system and as low as 0.1mH for molecular hydrogen, H[Formula: see text] , over a range of bond lengths. In the context of stringent precision requirements for chemical problems, these results provide strong evidence for the error suppression capability of the QCM method, particularly when coupled with post-processing error mitigation. While calculations based on the Hartree–Fock state are tractable to classical computation, these results represent a first step towards implementing the QCM method in a quantum chemical trial circuit. Greater emphasis on more efficient representations of the Hamiltonian and classical preprocessing steps may enable the solution of larger systems on near-term quantum processors. Nature Publishing Group UK 2022-05-28 /pmc/articles/PMC9148318/ /pubmed/35643811 http://dx.doi.org/10.1038/s41598-022-12324-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Jones, Michael A. Vallury, Harish J. Hill, Charles D. Hollenberg, Lloyd C. L. Chemistry beyond the Hartree–Fock energy via quantum computed moments |
title | Chemistry beyond the Hartree–Fock energy via quantum computed moments |
title_full | Chemistry beyond the Hartree–Fock energy via quantum computed moments |
title_fullStr | Chemistry beyond the Hartree–Fock energy via quantum computed moments |
title_full_unstemmed | Chemistry beyond the Hartree–Fock energy via quantum computed moments |
title_short | Chemistry beyond the Hartree–Fock energy via quantum computed moments |
title_sort | chemistry beyond the hartree–fock energy via quantum computed moments |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9148318/ https://www.ncbi.nlm.nih.gov/pubmed/35643811 http://dx.doi.org/10.1038/s41598-022-12324-z |
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