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Variational algorithms have gained prominence over the past two decades as a scalable computational environment for Bayesian inference. In this article, we explore tools from the dynamical systems literature to study convergence of…

动力系统 · 数学 2020-12-02 Sean Plummer , Debdeep Pati , Anirban Bhattacharya

Here, the model of non-equilibrium model with two states ($-1,+1$) and a noise $q$ on simple square lattices proposed for M.J. Oliveira (1992) following the conjecture of up-down symmetry of Grinstein and colleagues (1985) is studied and…

物理与社会 · 物理学 2015-05-30 F. W. S. Lima

We present a comparative study of the fate of an Ising ferromagnet on the square lattice with periodic boundary conditions evolving under three different zero-temperature dynamics. The first one is Glauber dynamics, the two other dynamics…

统计力学 · 物理学 2019-07-01 Claude Godrèche , Michel Pleimling

We investigate the dynamics of the voter model in which the population itself changes endogenously via the birth-death process. There are two species of voters, labeled A and B, and the population of each species can grow or shrink by the…

种群与进化 · 定量生物学 2019-06-17 Deepak Bhat , Jordi Piñero , S. Redner

In this paper, we present an exactly solvable phase transition model in which the phase transition is purely statistically derived. The phase transition in this model is a generalized Bose-Einstein condensation. The exact expression of the…

统计力学 · 物理学 2015-05-14 Wu-Sheng Dai , Mi Xie

The stochastically forced vorticity equation associated with the two dimensional incompressible Navier-Stokes equation on $D_\delta:=[0,2\pi\delta]\times [0,2\pi]$ is considered for $\delta\approx 1$, periodic boundary conditions, and…

动力系统 · 数学 2020-04-22 Margaret Beck , Eric Cooper , Gabriel Lord , Konstantinos Spiliopoulos

Generalized Ising models, also known as cluster expansions, are an important tool in many areas of condensed-matter physics and materials science, as they are often used in the study of lattice thermodynamics, solid-solid phase transitions,…

统计力学 · 物理学 2016-06-27 Wenxuan Huang , Daniil Kitchaev , Stephen Dacek , Ziqin Rong , Zhiwei Ding , Gerbrand Ceder

The Quantizer problem is a tessellation optimisation problem where point configurations are identified such that the Voronoi cells minimise the second moment of the volume distribution. While the ground state (optimal state) in 3D is almost…

软凝聚态物质 · 物理学 2020-12-15 Tobias M. Hain , Michael A. Klatt , Gerd E. Schröder-Turk

We study in detail the active Ising model, a stochastic lattice gas where collective motion emerges from the spontaneous breaking of a discrete symmetry. On a 2d lattice, active particles undergo a diffusion biased in one of two possible…

统计力学 · 物理学 2015-10-12 A. P. Solon , J. Tailleur

The ferromagnetic Ising model is a model of a magnetic material and a central topic in statistical physics. It also plays a starring role in the algorithmic study of approximate counting: approximating the partition function of the…

数据结构与算法 · 计算机科学 2021-11-05 Charlie Carlson , Ewan Davies , Alexandra Kolla , Will Perkins

In [arXiv:1806.06668], we have studied the Boltzmann random triangulation of the disk coupled to an Ising model on its faces with Dobrushin boundary condition at its critical temperature. In this paper, we investigate the phase transition…

数学物理 · 物理学 2022-12-21 Linxiao Chen , Joonas Turunen

We study phase ordering dynamics in the three-dimensional nearest-neighbor Ising model, following rapid quenches from infinite to zero temperature. Results on various aspects, viz., domain growth, persistence, aging and pattern, have been…

统计力学 · 物理学 2017-04-26 Subir K. Das , Saikat Chakraborty

Euler and Navier-Stokes have variant systems with dynamical invariance of helicity and thus (weak) topological equivalence, allowing a strong `frozen-in' (to, or, dually, `Lie-carried' by the \textit{virtual} velocity $V$) formulation of…

流体动力学 · 物理学 2018-03-29 Jian-Zhou Zhu

An antiferromagnetic version of the well-known majority voter model on square and honeycomb lattices is proposed. Monte Carlo simulations give evidence for a continuous order-disorder phase transition in the stationary state in both cases.…

统计力学 · 物理学 2015-11-12 Francisco Sastre , Malte Henkel

At low temperatures, the classical two-dimensional random bond Ising model undergoes a frustration-driven ferromagnet-to-paramagnet transition controlled by a zero-temperature fixed point separating ferromagnet and spin glass phases. We…

统计力学 · 物理学 2026-03-04 Akshat Pandey , Aditya Mahadevan , A. Alan Middleton , Daniel S. Fisher

Let $\DD$ be a simply connected, smooth enough domain of $\bbR^2$. For $L>0$ consider the continuous time, zero-temperature heat bath dynamics for the nearest-neighbor Ising model on $\mathbb Z^2$ with initial condition such that…

概率论 · 数学 2016-01-13 H. Lacoin , F. Simenhaus , F. L. Toninelli

In this paper, we discuss a voting model in which voters can obtain information from a finite number of previous voters. There exist three groups of voters: (i) digital herders and independent voters, (ii) analog herders and independent…

物理与社会 · 物理学 2015-03-17 Masato Hisakado , Shintaro Mori

We adapt the formalism of the statistical theory of 2D turbulence in the case where the Casimir constraints are replaced by the specification of a prior vorticity distribution. A phenomenological relaxation equation is obtained for the…

流体动力学 · 物理学 2009-11-13 Pierre-Henri Chavanis

We study the zero-temperature Glauber dynamics of homogeneous Ising ferromagnets on hypercubes, as their dimension d varies. We investigate the asymptotic (d goes to infinity and time t goes to infinity) behavior of various quantities on…

统计力学 · 物理学 2025-06-26 Ruixin Chen , Jonathan Machta , Charles M. Newman , Daniel L. Stein

The ferromagnetic Ising model on an $n\times n$ square lattice region $\Lambda$ with mixed boundary conditions can exhibit a phase transition as temperature varies. For this spin system, if we fix the spins on the top and bottom sides of…

离散数学 · 计算机科学 2026-05-26 David Gillman , Dana Randall