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Statistical Mechanics - Physics at Oregon State University

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158 CHAPTER 8. MEAN FIELD THEORY: CRITICAL TEMPERATURE.<br />

this model to show many of the techniques employed in st<strong>at</strong>istical mechanical<br />

calcul<strong>at</strong>ions of solids. In this sense the Ising model is a standard workhorse or<br />

toy-problem. More complic<strong>at</strong>ed and realistic l<strong>at</strong>tice models can be solved along<br />

similar lines, although the calcul<strong>at</strong>ions are more complic<strong>at</strong>ed and are often only<br />

feasible numerically.<br />

Basis for the Ising model.<br />

The Ising model is a simple description of a magnetic solid. We assume th<strong>at</strong><br />

each <strong>at</strong>om labelled with i has a total angular moment Si. This total angular<br />

moment is a combin<strong>at</strong>ion of the total spin and the total orbital angular momentum<br />

of all the electrons. In a real system, both the direction and magnitude of<br />

Si are a function of time. The magnitude fluctu<strong>at</strong>es around an average value,<br />

which could be zero. The directions are able to change. For example, in iron<br />

above the Curie temper<strong>at</strong>ure the individual <strong>at</strong>oms still have a local spin associ<strong>at</strong>ed<br />

with them, but the orient<strong>at</strong>ion of these spins is random. Only below the<br />

Curie temper<strong>at</strong>ure do we find an ordered, ferromagnetic st<strong>at</strong>e.<br />

A simple model for the internal energy of a collection of <strong>at</strong>omic spin-moments<br />

is the Heisenberg model (the traditional semantics uses spin moment here, but<br />

it can easily include orbital effects):<br />

H = − <br />

i

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