Cargando…
A Stabilizer Framework for the Contextual Subspace Variational Quantum Eigensolver and the Noncontextual Projection Ansatz
[Image: see text] Quantum chemistry is a promising application for noisy intermediate-scale quantum (NISQ) devices. However, quantum computers have thus far not succeeded in providing solutions to problems of real scientific significance, with algorithmic advances being necessary to fully utilize ev...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
|
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9933439/ https://www.ncbi.nlm.nih.gov/pubmed/36689668 http://dx.doi.org/10.1021/acs.jctc.2c00910 |
_version_ | 1784889678049050624 |
---|---|
author | Weaving, Tim Ralli, Alexis Kirby, William M. Tranter, Andrew Love, Peter J. Coveney, Peter V. |
author_facet | Weaving, Tim Ralli, Alexis Kirby, William M. Tranter, Andrew Love, Peter J. Coveney, Peter V. |
author_sort | Weaving, Tim |
collection | PubMed |
description | [Image: see text] Quantum chemistry is a promising application for noisy intermediate-scale quantum (NISQ) devices. However, quantum computers have thus far not succeeded in providing solutions to problems of real scientific significance, with algorithmic advances being necessary to fully utilize even the modest NISQ machines available today. We discuss a method of ground state energy estimation predicated on a partitioning of the molecular Hamiltonian into two parts: one that is noncontextual and can be solved classically, supplemented by a contextual component that yields quantum corrections obtained via a Variational Quantum Eigensolver (VQE) routine. This approach has been termed Contextual Subspace VQE (CS-VQE); however, there are obstacles to overcome before it can be deployed on NISQ devices. The problem we address here is that of the ansatz, a parametrized quantum state over which we optimize during VQE; it is not initially clear how a splitting of the Hamiltonian should be reflected in the CS-VQE ansätze. We propose a “noncontextual projection” approach that is illuminated by a reformulation of CS-VQE in the stabilizer formalism. This defines an ansatz restriction from the full electronic structure problem to the contextual subspace and facilitates an implementation of CS-VQE that may be deployed on NISQ devices. We validate the noncontextual projection ansatz using a quantum simulator and demonstrate chemically precise ground state energy calculations for a suite of small molecules at a significant reduction in the required qubit count and circuit depth. |
format | Online Article Text |
id | pubmed-9933439 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-99334392023-02-17 A Stabilizer Framework for the Contextual Subspace Variational Quantum Eigensolver and the Noncontextual Projection Ansatz Weaving, Tim Ralli, Alexis Kirby, William M. Tranter, Andrew Love, Peter J. Coveney, Peter V. J Chem Theory Comput [Image: see text] Quantum chemistry is a promising application for noisy intermediate-scale quantum (NISQ) devices. However, quantum computers have thus far not succeeded in providing solutions to problems of real scientific significance, with algorithmic advances being necessary to fully utilize even the modest NISQ machines available today. We discuss a method of ground state energy estimation predicated on a partitioning of the molecular Hamiltonian into two parts: one that is noncontextual and can be solved classically, supplemented by a contextual component that yields quantum corrections obtained via a Variational Quantum Eigensolver (VQE) routine. This approach has been termed Contextual Subspace VQE (CS-VQE); however, there are obstacles to overcome before it can be deployed on NISQ devices. The problem we address here is that of the ansatz, a parametrized quantum state over which we optimize during VQE; it is not initially clear how a splitting of the Hamiltonian should be reflected in the CS-VQE ansätze. We propose a “noncontextual projection” approach that is illuminated by a reformulation of CS-VQE in the stabilizer formalism. This defines an ansatz restriction from the full electronic structure problem to the contextual subspace and facilitates an implementation of CS-VQE that may be deployed on NISQ devices. We validate the noncontextual projection ansatz using a quantum simulator and demonstrate chemically precise ground state energy calculations for a suite of small molecules at a significant reduction in the required qubit count and circuit depth. American Chemical Society 2023-01-23 /pmc/articles/PMC9933439/ /pubmed/36689668 http://dx.doi.org/10.1021/acs.jctc.2c00910 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Weaving, Tim Ralli, Alexis Kirby, William M. Tranter, Andrew Love, Peter J. Coveney, Peter V. A Stabilizer Framework for the Contextual Subspace Variational Quantum Eigensolver and the Noncontextual Projection Ansatz |
title | A Stabilizer Framework
for the Contextual Subspace
Variational Quantum Eigensolver and the Noncontextual Projection Ansatz |
title_full | A Stabilizer Framework
for the Contextual Subspace
Variational Quantum Eigensolver and the Noncontextual Projection Ansatz |
title_fullStr | A Stabilizer Framework
for the Contextual Subspace
Variational Quantum Eigensolver and the Noncontextual Projection Ansatz |
title_full_unstemmed | A Stabilizer Framework
for the Contextual Subspace
Variational Quantum Eigensolver and the Noncontextual Projection Ansatz |
title_short | A Stabilizer Framework
for the Contextual Subspace
Variational Quantum Eigensolver and the Noncontextual Projection Ansatz |
title_sort | stabilizer framework
for the contextual subspace
variational quantum eigensolver and the noncontextual projection ansatz |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9933439/ https://www.ncbi.nlm.nih.gov/pubmed/36689668 http://dx.doi.org/10.1021/acs.jctc.2c00910 |
work_keys_str_mv | AT weavingtim astabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT rallialexis astabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT kirbywilliamm astabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT tranterandrew astabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT lovepeterj astabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT coveneypeterv astabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT weavingtim stabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT rallialexis stabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT kirbywilliamm stabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT tranterandrew stabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT lovepeterj stabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz AT coveneypeterv stabilizerframeworkforthecontextualsubspacevariationalquantumeigensolverandthenoncontextualprojectionansatz |