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Efficient world-line-based quantum Monte Carlo method without Hubbard–Stratonovich transformation
By precisely writing down the matrix element of the local Boltzmann operator ([Formula: see text] , where [Formula: see text] is the Hermitian conjugate pairs of off-diagonal operators), we have proposed a new path integral formulation for quantum field theory and developed a corresponding Monte Car...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114139/ https://www.ncbi.nlm.nih.gov/pubmed/35581367 http://dx.doi.org/10.1038/s41598-022-12259-5 |
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author | Wang, J. Pan, W. Sun, D. Y. |
author_facet | Wang, J. Pan, W. Sun, D. Y. |
author_sort | Wang, J. |
collection | PubMed |
description | By precisely writing down the matrix element of the local Boltzmann operator ([Formula: see text] , where [Formula: see text] is the Hermitian conjugate pairs of off-diagonal operators), we have proposed a new path integral formulation for quantum field theory and developed a corresponding Monte Carlo algorithm. With the current formula, the Hubbard–Stratonovich transformation is not necessary, accordingly the determinant calculation is not needed, which can improve the computational efficiency. The results show that, the simulation time has the square-law scaling with system sizes, which is comparable with the usual first-principles calculations. The current formula also improves the accuracy of the Suzuki–Trotter decomposition. As an example, we have studied the one-dimensional half-filled Hubbard model at finite temperature. The obtained results are in excellent agreement with the known solutions. The new formula and Monte Carlo algorithm could be applied to various studies in future. |
format | Online Article Text |
id | pubmed-9114139 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91141392022-05-19 Efficient world-line-based quantum Monte Carlo method without Hubbard–Stratonovich transformation Wang, J. Pan, W. Sun, D. Y. Sci Rep Article By precisely writing down the matrix element of the local Boltzmann operator ([Formula: see text] , where [Formula: see text] is the Hermitian conjugate pairs of off-diagonal operators), we have proposed a new path integral formulation for quantum field theory and developed a corresponding Monte Carlo algorithm. With the current formula, the Hubbard–Stratonovich transformation is not necessary, accordingly the determinant calculation is not needed, which can improve the computational efficiency. The results show that, the simulation time has the square-law scaling with system sizes, which is comparable with the usual first-principles calculations. The current formula also improves the accuracy of the Suzuki–Trotter decomposition. As an example, we have studied the one-dimensional half-filled Hubbard model at finite temperature. The obtained results are in excellent agreement with the known solutions. The new formula and Monte Carlo algorithm could be applied to various studies in future. Nature Publishing Group UK 2022-05-17 /pmc/articles/PMC9114139/ /pubmed/35581367 http://dx.doi.org/10.1038/s41598-022-12259-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Wang, J. Pan, W. Sun, D. Y. Efficient world-line-based quantum Monte Carlo method without Hubbard–Stratonovich transformation |
title | Efficient world-line-based quantum Monte Carlo method without Hubbard–Stratonovich transformation |
title_full | Efficient world-line-based quantum Monte Carlo method without Hubbard–Stratonovich transformation |
title_fullStr | Efficient world-line-based quantum Monte Carlo method without Hubbard–Stratonovich transformation |
title_full_unstemmed | Efficient world-line-based quantum Monte Carlo method without Hubbard–Stratonovich transformation |
title_short | Efficient world-line-based quantum Monte Carlo method without Hubbard–Stratonovich transformation |
title_sort | efficient world-line-based quantum monte carlo method without hubbard–stratonovich transformation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114139/ https://www.ncbi.nlm.nih.gov/pubmed/35581367 http://dx.doi.org/10.1038/s41598-022-12259-5 |
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