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Ferromagnet Simulation

Description

Final Project for Scientific Computation

Date

Spring 2021

Location

Goucher College

Skills

Python, physics simulation, Monte Carlo simulation, Metropolis Algorithm, data visualization, MatPlotLib, Numpy

Objective

Pick a topic in science to simulate with Python.

Role

I worked independently on this project.

Results

The simulation displayed the theoretical behavior predicted by the 2D Ising Ferromagnet framework.

Reflection

This project taught me how to leverage Python libraries for custom data visualization and how to simulate a physical framework. Since this was one of my first coding projects, it is not very efficient and there are opportunities for it to be improved.

Small scale 2D Ising Ferromagnet simulation near critical temperature, magnetizing after a random initial state

2D Ising Ferromagnet simulation near critical temperature

2D Ising Ferromagnet simulation below critical temperature

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Supporting Materials