Data Science

Ising Model Simulation

Graphical simulation of the Ising model using Monte Carlo methods.

2023 - 2023Completed
Ising Model Simulation screenshot 1

About This Project

Implemented a GUI-based simulation of the Ising model to visualize magnetic phase transitions. The system employs Markov Chain Monte Carlo (MCMC) techniques to model spin interactions and thermodynamic behavior dynamically.

Technologies Used

PythonNumPyMatplotlibTkinterMCMC

Key Achievements

  • Visualized magnetic phase transitions
  • Implemented MCMC techniques for simulation
  • Created interactive GUI for parameter control
Omar Farouk Zouak | AI Engineer & Software Developer