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Partitioned cellular automata are known to be an useful tool to simulate linear and nonlinear problems in physics, specially because they allow for a straightforward way to define conserved quantities and reversible dynamics. Here we show…

元胞自动机与格子气 · 物理学 2020-12-17 Pedro C. S. Costa , Fernando de Melo

We study the damage spreading transition in a generic one-dimensional stochastic cellular automata with two inputs (Domany-Kinzel model) Using an original formalism for the description of the microscopic dynamics of the model, we are able…

凝聚态物理 · 物理学 2009-10-28 Franco Bagnoli

Cellular automata and other discrete dynamical systems have long been studied as models of emergent complexity. Recently, neural cellular automata have been proposed as models to investigate the emerge of a more general artificial…

元胞自动机与格子气 · 物理学 2025-07-28 Sanyam Jain , Stefano Nichele

Let A^Z be the Cantor space of bi-infinite sequences in a finite alphabet A, and let sigma be the shift map on A^Z. A `cellular automaton' is a continuous, sigma-commuting self-map Phi of A^Z, and a `Phi-invariant subshift' is a closed,…

动力系统 · 数学 2007-05-23 Marcus Pivato

Discrete dynamical systems can exhibit complex behaviour from the iterative application of straightforward local rules. A famous example are cellular automata whose global dynamics are notoriously challenging to analyze. To address this, we…

无序系统与神经网络 · 物理学 2024-07-22 Freya Behrens , Barbora Hudcová , Lenka Zdeborová

Constructing a discrete model like a cellular automaton is a powerful method for understanding various dynamical systems. However, the relationship between the discrete model and its continuous analogue is, in general, nontrivial. As a…

量子物理 · 物理学 2014-03-24 Yutaka Shikano , Tatsuaki Wada , Junsei Horikawa

This paper concerns $d$-dimensional cellular automata with the von Neumann neighborhood that conserve the sum of the states of all their cells. These automata, called number-conserving or density-conserving cellular automata, are of…

数学物理 · 物理学 2020-08-26 Barbara Wolnik , Anna Nenca , Jan M. Baetens , Bernard De Baets

After leading to a new axiomatic derivation of quantum theory, the new informational paradigm is entering the domain of quantum field theory, suggesting a quantum automata framework that can be regarded as an extension of quantum field…

量子物理 · 物理学 2016-01-20 Alessandro Bisio , Giacomo Mauro D'Ariano , Paolo Perinotti , Alessandro Tosini

As quantum devices scale to larger and larger sizes, a significant challenge emerges in scaling their coherent controls accordingly. Quantum cellular automata (QCAs) constitute a promising framework that bypasses this control problem:…

We study a cellular automaton model, which allows diffusion of energy (or equivalently any other physical quantities such as mass of a particular compound) at every lattice site after each timestep. Unit amount of energy is randomly added…

凝聚态物理 · 物理学 2009-10-22 T. C. Chan , H. F. Chau , K. S. Cheng

The work introduces a 3D cellular automaton model for the spatial and crystallographic prediction of spherulite growth phenomena in polymers at the mesoscopic scale. The automaton is discrete in time, real space, and orientation space. The…

软凝聚态物质 · 物理学 2008-11-11 D. Raabe

A recently introduced cellular automaton model for the description of traffic flow is investigated. It generalises asymmetric exclusion models which have attracted a lot of interest in the past. We calculate the so-called fundamental…

凝聚态物理 · 物理学 2009-10-22 A. Schadschneider , M. Schreckenberg

We investigate stability properties of a probabilistic cellular automaton based on the candy crush game.

概率论 · 数学 2015-01-15 Henk Don

A classical local cellular automaton can describe an interacting quantum field theory for fermions. We construct a simple classical automaton for a particular version of the Thirring model with imaginary coupling. This interacting fermionic…

量子物理 · 物理学 2021-02-03 C. Wetterich

Cellular automata (CA) are a class of computational models that exhibit rich dynamics emerging from the local interaction of cells arranged in a regular lattice. In this work we focus on a generalised version of typical CA, called graph…

机器学习 · 计算机科学 2021-10-28 Daniele Grattarola , Lorenzo Livi , Cesare Alippi

We investigate a cellular automaton (CA) model of traffic on a bi-directional two-lane road. Our model is an extension of the one-lane CA model of {Nagel and Schreckenberg 1992}, modified to account for interactions mediated by passing, and…

统计力学 · 物理学 2009-10-31 Patrice Simon , Howard A Gutowitz

Probabilistic cellular automata provide a simple framework for the exploration of classical nonequilibrium processes. Recently, quantum cellular automata have been proposed that rely on the propagation of a one-dimensional quantum state…

量子物理 · 物理学 2022-10-05 Edward Gillman , Federico Carollo , Igor Lesanovsky

We address the "inverse problem" for discrete geometry, which consists in determining whether, given a discrete structure of a type that does not in general imply geometrical information or even a topology, one can associate with it a…

广义相对论与量子宇宙学 · 物理学 2010-04-30 Luca Bombelli , Alejandro Corichi , Oliver Winkler

Central to the field of quantum machine learning is the design of quantum perceptrons and neural network architectures. A key question in this regard is the impact of quantum effects on the way in which such models process information.…

量子物理 · 物理学 2023-03-08 Edward Gillman , Federico Carollo , Igor Lesanovsky

Cellular automata (CA) are discrete-time dynamical systems with local update rules on a lattice. Despite their elementary definition, CA support a wide spectrum of macroscopic phenomena central to statistical physics: equilibrium and…

统计力学 · 物理学 2026-03-31 Mihir Metkar , Neha Sah , Yichen Zhou