Corrections to scaling in the 2D phi^4 model: Monte Carlo results and some related problems
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2024
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| _version_ | 1866917978380959744 |
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| author | Kaupuzs, Jevgenijs Melnik, Roderick |
| author_facet | Kaupuzs, Jevgenijs Melnik, Roderick |
| contents | Monte Carlo (MC) simulations have been performed to refine the estimation of the correction-to-scaling exponent $ω$ in the 2D $φ^4$ model, which belongs to one of the most fundamental universality classes. If corrections have the form $\propto L^{-ω}$, then we find $ω=1.546(30)$ and $ω=1.509(14)$ as the best estimates. These are obtained from the finite-size scaling of the susceptibility data in the range of linear lattice sizes $L \in [128,2048]$ at the critical value of the Binder cumulant and from the scaling of the corresponding pseudocritical couplings within $L \in [64,2048]$. These values agree with several other MC estimates at the assumption of the power-law corrections and are comparable with the known results of the $ε$-expansion. In addition, we have tested the consistency with the scaling corrections of the form $\propto L^{-4/3}$, $\propto L^{-4/3} \ln L$ and $\propto L^{-4/3} /\ln L$, which might be expected from some considerations of the renormalization group and Coulomb gas model. The latter option is consistent with our MC data. Our MC results served as a basis for a critical reconsideration of some earlier theoretical conjectures and scaling assumptions. In particular, we have corrected and refined our previous analysis by grouping Feynman diagrams. The renewed analysis gives $ω\approx 4-d-2 η$ as some approximation for spatial dimensions $d<4$, or $ω\approx 1.5$ in two dimensions. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2407_09856 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Corrections to scaling in the 2D phi^4 model: Monte Carlo results and some related problems Kaupuzs, Jevgenijs Melnik, Roderick Statistical Mechanics Monte Carlo (MC) simulations have been performed to refine the estimation of the correction-to-scaling exponent $ω$ in the 2D $φ^4$ model, which belongs to one of the most fundamental universality classes. If corrections have the form $\propto L^{-ω}$, then we find $ω=1.546(30)$ and $ω=1.509(14)$ as the best estimates. These are obtained from the finite-size scaling of the susceptibility data in the range of linear lattice sizes $L \in [128,2048]$ at the critical value of the Binder cumulant and from the scaling of the corresponding pseudocritical couplings within $L \in [64,2048]$. These values agree with several other MC estimates at the assumption of the power-law corrections and are comparable with the known results of the $ε$-expansion. In addition, we have tested the consistency with the scaling corrections of the form $\propto L^{-4/3}$, $\propto L^{-4/3} \ln L$ and $\propto L^{-4/3} /\ln L$, which might be expected from some considerations of the renormalization group and Coulomb gas model. The latter option is consistent with our MC data. Our MC results served as a basis for a critical reconsideration of some earlier theoretical conjectures and scaling assumptions. In particular, we have corrected and refined our previous analysis by grouping Feynman diagrams. The renewed analysis gives $ω\approx 4-d-2 η$ as some approximation for spatial dimensions $d<4$, or $ω\approx 1.5$ in two dimensions. |
| title | Corrections to scaling in the 2D phi^4 model: Monte Carlo results and some related problems |
| topic | Statistical Mechanics |
| url | https://arxiv.org/abs/2407.09856 |