Entropy-Induced Phase Transitions in a Hidden Potts Model
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arXiv
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| Format: | Preprint |
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2024
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| author | Kim, Cook Hyun Lee, D. -S. Kahng, B. |
| author_facet | Kim, Cook Hyun Lee, D. -S. Kahng, B. |
| contents | A hidden state in which a spin does not interact with any other spin contributes to the entropy of an interacting spin system. Using the Ginzburg-Landau formalism in the mean-field limit, we explore the $q$-state Potts model with extra $r$ hidden states. We analytically demonstrate that when $1 < q \le 2$, the model exhibits a rich phase diagram comprising a variety of phase transitions such as continuous, discontinuous, two types of hybrids, and two consecutive second- and first-order transitions; moreover, several characteristics such as critical, critical endpoint, and tricritical point are identified. The critical line and critical end lines merge in a singular form at the tricritical point. Those complex critical behaviors are not wholly detected in previous research because the research is implemented only numerically. We microscopically investigate the origin of the discontinuous transition; it is induced by the competition between the interaction and entropy of the system in the Ising limit, whereas by the bi-stability of the hidden spin states in the percolation limit. Finally, we discuss the potential applications of the hidden Potts model to social opinion formation with shy voters and the percolation in interdependent networks. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2401_08109 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Entropy-Induced Phase Transitions in a Hidden Potts Model Kim, Cook Hyun Lee, D. -S. Kahng, B. Statistical Mechanics A hidden state in which a spin does not interact with any other spin contributes to the entropy of an interacting spin system. Using the Ginzburg-Landau formalism in the mean-field limit, we explore the $q$-state Potts model with extra $r$ hidden states. We analytically demonstrate that when $1 < q \le 2$, the model exhibits a rich phase diagram comprising a variety of phase transitions such as continuous, discontinuous, two types of hybrids, and two consecutive second- and first-order transitions; moreover, several characteristics such as critical, critical endpoint, and tricritical point are identified. The critical line and critical end lines merge in a singular form at the tricritical point. Those complex critical behaviors are not wholly detected in previous research because the research is implemented only numerically. We microscopically investigate the origin of the discontinuous transition; it is induced by the competition between the interaction and entropy of the system in the Ising limit, whereas by the bi-stability of the hidden spin states in the percolation limit. Finally, we discuss the potential applications of the hidden Potts model to social opinion formation with shy voters and the percolation in interdependent networks. |
| title | Entropy-Induced Phase Transitions in a Hidden Potts Model |
| topic | Statistical Mechanics |
| url | https://arxiv.org/abs/2401.08109 |