Here is the probability of microstate , including all occupation data. In the grand canonical ensemble, with energy , particle number , chemical potential and ,
Substitution in the Gibbs entropy gives , where and . Differentiating at fixed gives . Therefore
For noninteracting fermions, each single-particle level has occupation by the Pauli exclusion principle. A microstate has , , so its grand-canonical weight is the product of its independent level weights. The grand potential is ; the particle number, entropy and pressure follow from , and . This occupation description is the basis for the product, continuum and adiabatic calculations.
Summing separately over the two allowed occupations of every level gives
Thus
The factorization uses the absence of interactions; each level, including any degeneracy labels, is counted separately.
Replace the sum by the integral against the density of states and set , :
Therefore
For the given , the integral converges at zero and infinity for every finite .
Differentiating the grand potential gives
A reversible adiabatic change in an isolated gas keeps and fixed. To infer constant , one must check that this ratio is one-to-one, rather than merely assuming it.
Put , , and for . Integration by parts gives and , and
The strict inequality is the Cauchy-Schwarz inequality for the positive weight , since is not constant on its support. This proves strict monotonicity of Fermi gas entropy per particle and hence is constant. Then gives constant, and gives
This adiabatic scaling of a Fermi gas with power-law density of states concerns positive temperature; the zero-temperature limit is a separate limiting case.

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