Reweight-annealing method for evaluating the partition function via quantum Monte Carlo calculations
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arXiv
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| Auteurs principaux: | , , , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866910700317704192 |
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| author | Ding, Yi-Ming Sun, Jun-Song Ma, Nvsen Pan, Gaopei Cheng, Chen Yan, Zheng |
| author_facet | Ding, Yi-Ming Sun, Jun-Song Ma, Nvsen Pan, Gaopei Cheng, Chen Yan, Zheng |
| contents | Efficient and accurate algorithm for partition function, free energy and thermal entropy calculations is of great significance in statistical physics and quantum many-body physics. Here we present an unbiased but low-technical-barrier algorithm within the quantum Monte Carlo framework, which has exceptionally high accuracy and no systemic error. Compared with the conventional specific heat integral method and Wang-Landau sampling algorithm, our method can obtain a much more accurate result of the sub-leading coefficient of the entropy. This method can be widely used in both classical and quantum Monte Carlo simulations and is easy to be parallelized on computer. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_08642 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Reweight-annealing method for evaluating the partition function via quantum Monte Carlo calculations Ding, Yi-Ming Sun, Jun-Song Ma, Nvsen Pan, Gaopei Cheng, Chen Yan, Zheng Statistical Mechanics Strongly Correlated Electrons Quantum Physics Efficient and accurate algorithm for partition function, free energy and thermal entropy calculations is of great significance in statistical physics and quantum many-body physics. Here we present an unbiased but low-technical-barrier algorithm within the quantum Monte Carlo framework, which has exceptionally high accuracy and no systemic error. Compared with the conventional specific heat integral method and Wang-Landau sampling algorithm, our method can obtain a much more accurate result of the sub-leading coefficient of the entropy. This method can be widely used in both classical and quantum Monte Carlo simulations and is easy to be parallelized on computer. |
| title | Reweight-annealing method for evaluating the partition function via quantum Monte Carlo calculations |
| topic | Statistical Mechanics Strongly Correlated Electrons Quantum Physics |
| url | https://arxiv.org/abs/2403.08642 |