isingLenzMC: R Package for Monte Carlo Simulation of Classical Ising Model
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northlondoner
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Summary
isingLenzMC is an R package available on CRAN that provides Monte Carlo simulation utilities for the classical Ising Model, a fundamental system in statistical physics. The package implements Metropolis and Glauber Monte Carlo methods with single flip dynamics in periodic boundary conditions for one-dimensional Ising models, along with utility functions for exact solutions. The Ising Model is described as a landmark system that explains spin glasses, magnetic materials, phase transitions, and cooperative phenomena like neural networks.
Key quotes
· 4 pulledClassical Ising Model is a land mark system in statistical physics
The model explains the physics of spin glasses and magnetic materials, and cooperative phenomenon in general
This package provides utilities to simulate one dimensional Ising Model with Metropolis and Glauber Monte Carlo with single flip dynamics in periodic boundary conditions
Utility functions for exact solutions are provided
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