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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...

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Autores principales: Wang, J., Pan, W., Sun, D. Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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.
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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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