可重复论文的模型计划:正方形格子上伊辛模型的临界温度
A model project for reproducible papers: critical temperature for the Ising model on a square lattice
摘要:
在本文中,我们提出了一个简单的,但在统计物理学的典型模拟,包括大规模的蒙特卡罗模拟,然后涉及的统计分析的结果。目的是提供一个示例出版物,以探索编写可重复论文的工具。通过对Binder累积量的交叉点进行有限尺度尺度分析,模拟估计正方形晶格上的Ising模型变为磁性的临界温度为Tc /J = 2.26934(6)。我们提供了一个虚拟机,可以用来重现所有的数字和结果。
英文摘要:
In this paper we present a simple, yet typical simulation in statistical physics, consisting of large scale Monte Carlo simulations followed by an involved statistical analysis of the results. The purpose is to provide an example publication to explore tools for writing reproducible papers. The simulation estimates the critical temperature where the Ising model on the square lattice becomes magnetic to be Tc /J = 2.26934(6) using a finite size scaling analysis of the crossing points of Binder cumulants. We provide a virtual machine which can be used to reproduce all figures and results.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。