Thermodynamic Behavior of Ising Model

This page is still under construction!

  • Intuition for what states are high/low energy and high/low entropy.

  • Reminder about why we care about sums of states

  • What do thermodynamic averages mean here? Why do we care about this?

  • High temperature behavior: random spins, entropy dominate

  • Low temperature behavior: Mostly all aligned in one direction

  • Remark on the puzzling symmetry breaking of low temperature phase, and the huge kinetic barrier for getting from all-up to all-down state

  • Remark on perturbative high-temperature or low-temperature expansions

  • There must be a phase transition between paramagnetic and ferromagnetic phases!

(Include a phase diagram somewhere in here too?)

Peierl's argument for the Phase Transition

  • Interpret as a balance between entropy and energy – the sign of the free energy F = E - TS

  • Go through argument of nucleating a droplet with surface length L…

  • Dimensionality matters, since there's no P.T. in one dimension.

Correlations?


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