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Simulation of XY model (Kosterlitz–Thouless transition) in Cython

Home Page: https://xy-model.herokuapp.com/

HTML 1.01% CSS 0.16% JavaScript 1.58% Jupyter Notebook 97.25%
physics-simulation monte-carlo xymodel metropolis-monte-carlo

xymodel's Introduction

Simulation of XY model

Running on Heroku - https://xy-model.herokuapp.com/

XY model is lattice model of statistical mechanics.

The spin configuration

The configuration energy

t01 t08 t10
hel energy
Helicity modulus Energy
mag sus
Magnetization Magnetic Susceptibility

xymodel's People

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xymodel's Issues

Performance improvement suggestion

I think the execution time can be reduced by calculating the change in energy and magnetization at each Monte Carlo step. I am not sure about the other quantities.

The change in energy is actually calculated in the Monte Carlo step and there is no need to recalculate it.

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