Ising Model and Metropolis Algorithm

版本 1.2.0.0 (4.7 MB) 作者: MathWorks Physics Team
Learn how to use the Metropolis algorithm to simulate the Ising model of a ferromagnet in MATLAB.

2.9K 次下载

更新时间 2017/6/6

查看许可证

This example integrates computation into a physics lesson on the Ising model of a ferromagnet. Exercises are included at the end. Students learn how to implement the Metropolis algorithm, write modular programs, plot physical relationships, run for-loops in parallel, and develop machine learning algorithms to classify phases and to predict the temperature of a 2D configuration of spins.
Note on required products:
MATLAB is the only required product to run the live script, although some of the exercises use Statistics and Machine Learning Toolbox, Parallel Computing Toolbox, and Neural Network Toolbox.

引用格式

MathWorks Physics Team (2022). Ising Model and Metropolis Algorithm (https://www.mathworks.com/matlabcentral/fileexchange/62194-ising-model-and-metropolis-algorithm), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R2017a
兼容任何版本
平台兼容性
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

IsingModelAndMetropolisAlgorithm/