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Awaiting human review AI-drafted

Outline

  • Spin models: Ising, XY, Heisenberg
  • Mean field approximation for magnets
  • Mean field critical exponents
  • 1D Ising model: exact solution
  • 1D Ising model: spin correlations
  • 2D Ising model: free energy argument

Scope

To point out limitations of the mean-field approximation in predicting the transition temperature and the critical exponents in low dimensions, by comparing with the exact solutions for the Ising model in 1D and 2D.