Expanding the trace in the spin basis gives
so the transfer matrix for the one-dimensional Ising model reproduces the partition function.
In the ordered basis ,
Its eigenvalues are
Since at every positive temperature, the thermodynamic limit gives the Helmholtz free energy per spin
This is an analytic function of and for , so the one-dimensional short-range Ising model has no finite-temperature phase transition.
For one molecule whose translational motion separates from its internal degrees of freedom, the classical one-particle partition function is
where contains rotational, vibrational, and other internal states. For indistinguishable noninteracting molecules, the classical ideal-gas partition function is . The thermodynamic pressure therefore obeys
so
The internal structure changes the energy, entropy, and heat capacity through , but it does not change the ideal gas law while the internal partition function is independent of volume and the molecules have negligible interactions.
For a dilute monatomic gas . Using the Stirling formula in and differentiating the Helmholtz free energy gives the Sackur-Tetrode equation
With fixed, an isentropic process therefore satisfies , or . Eliminating with the ideal-gas law yields the monatomic reversible ideal-gas adiabat
The chemical potential is the change in internal energy when one particle is added at fixed entropy and volume:
Equivalently, for the Helmholtz free energy.
Let a microstate have energy and particle number . Maximizing the Gibbs entropy subject to normalization and fixed mean values of and is the maximum-entropy derivation of equilibrium ensembles. With Lagrange multipliers , , and , vary
The stationarity equation is . Normalization therefore gives the grand canonical ensemble
Here is the grand canonical partition function and is the Boltzmann constant.
For one fermionic quantum state of energy , the Pauli exclusion principle permits occupation numbers only . Its two grand-canonical weights are and , so its mean occupation is the Fermi-Dirac distribution
For a free nonrelativistic particle, . In a region of area , the number of wave-vector states in the annulus from to , including the two spin angular momentum states, is
Since , the two-dimensional free-electron density of states is constant:
We now use units in which , as in the question. At zero temperature, the Fermi-Dirac distribution is a step function, and hence
At positive temperature the same fixed particle number satisfies the exact relation
Thus
This is the low-temperature particle-number cancellation for constant density of states. Therefore, for , the mean number of particles in the energy interval is
Finally, compare the internal energy with its zero-temperature value. The thermally excited particles above and holes below have equal leading particle numbers, so their terms proportional to cancel. With ,
where the integral follows from the fermion-to-boson thermal integral ratio. Differentiation gives the linear low-temperature heat capacity of a two-dimensional Fermi gas:
The requested power law is therefore linear in , with exponent one.
Set . After the Gaussian integral over momenta, the canonical partition function factors as
whereas the ideal gas has . Hence
Using the Helmholtz free energy therefore gives