Dynamic Phenomena in Interacting Particle Systems: Phase Transitions and Equilibrium
Fuente:
arXiv
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| _version_ | 1866910759062077440 |
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| author | Terra, Célio |
| author_facet | Terra, Célio |
| contents | This thesis investigates critical phenomena and equilibrium states in various stochastic models through three interconnected studies.
In the first chapter, we analyze the Activated Random Walk model on a one-dimensional ring in the high-density regime. We introduce a toppling procedure that incrementally constructs an environment demonstrating the sustained activity over extended periods. This approach provides a concise and self-contained proof of the existence of a slow phase for arbitrarily large sleep rates.
The second chapter focuses on a modified unidimensional contact process with varying infection rates. Specifically, infection spreads at rate $λ_e$ at the boundaries of the infected region and at rate $λ_i$ elsewhere. We establish the existence of an invariant measure for this process when $λ_i=λ_c$, $λ_e=λ_c+\varepsilon$ where $λ_c$ denotes the critical parameter for the standard contact process. Furthermore, we demonstrate that the process, when observed from the right edge, converges weakly to this invariant measure. We also show that infection dies almost surely along the critical curve within the attractive region of the phase space.
In the final chapter, we explore quasi-stationary distributions (QSDs) for two subcritical population processes in continuous time: branching random walks and branching processes with genealogy. We prove the existence and uniqueness of QSDs for these processes by leveraging spatial aspects of their dynamics. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2412_16601 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Dynamic Phenomena in Interacting Particle Systems: Phase Transitions and Equilibrium Terra, Célio Probability This thesis investigates critical phenomena and equilibrium states in various stochastic models through three interconnected studies. In the first chapter, we analyze the Activated Random Walk model on a one-dimensional ring in the high-density regime. We introduce a toppling procedure that incrementally constructs an environment demonstrating the sustained activity over extended periods. This approach provides a concise and self-contained proof of the existence of a slow phase for arbitrarily large sleep rates. The second chapter focuses on a modified unidimensional contact process with varying infection rates. Specifically, infection spreads at rate $λ_e$ at the boundaries of the infected region and at rate $λ_i$ elsewhere. We establish the existence of an invariant measure for this process when $λ_i=λ_c$, $λ_e=λ_c+\varepsilon$ where $λ_c$ denotes the critical parameter for the standard contact process. Furthermore, we demonstrate that the process, when observed from the right edge, converges weakly to this invariant measure. We also show that infection dies almost surely along the critical curve within the attractive region of the phase space. In the final chapter, we explore quasi-stationary distributions (QSDs) for two subcritical population processes in continuous time: branching random walks and branching processes with genealogy. We prove the existence and uniqueness of QSDs for these processes by leveraging spatial aspects of their dynamics. |
| title | Dynamic Phenomena in Interacting Particle Systems: Phase Transitions and Equilibrium |
| topic | Probability |
| url | https://arxiv.org/abs/2412.16601 |