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Coupled modified baker's transformations for the Ising model.

H Sakaguchi1

  • 1Department of Applied Science for Electronics and Materials, Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, Kasuga, Fukuoka 816-8580, Japan.

Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics
|April 24, 2002
PubMed
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This study introduces an invertible coupled map lattice for the Ising model, using a modified baker's transformation. It demonstrates how spin variable evolution can be tracked through the Y variable's binary representation for temporal entropy and correlation analysis.

Area of Science:

  • Statistical Physics
  • Complex Systems
  • Computational Physics

Background:

  • The Ising model is a fundamental model in statistical physics for studying magnetism.
  • Coupled map lattices offer a framework for modeling complex spatio-temporal dynamics.
  • Understanding spin dynamics and their statistical properties is crucial in condensed matter physics.

Purpose of the Study:

  • To propose a novel invertible coupled map lattice for simulating the Ising model.
  • To develop a method for encoding spin variable time evolution within the lattice dynamics.
  • To enable the calculation of temporal entropy and time correlations from the lattice configurations.

Main Methods:

  • A modified baker's transformation serves as the elemental map in the lattice.

Related Experiment Videos

  • The Y variable in the two-dimensional map stores the binary representation of the spin variable's history.
  • Temporal entropy and time correlation are computed using snapshots of the Y variables.
  • Main Results:

    • The proposed lattice is invertible, allowing for exact time-reversal of the dynamics.
    • The binary representation of the Y variable effectively memorizes the spin variable's temporal evolution.
    • The method successfully calculates temporal entropy and time correlations, providing insights into system dynamics.

    Conclusions:

    • The invertible coupled map lattice provides an effective and computationally tractable approach to studying the Ising model.
    • This framework allows for detailed analysis of spin dynamics, including memory effects and correlations.
    • The approach offers a new tool for exploring complex systems with spatio-temporal memory.