Kroemer (American Journal of Physics 48, 962 (1980)) quantified how far the classical Maxwell–Boltzmann partition function Z1N/N!Z_1^N/N! of the ideal gas can be from the exact bosonic or fermionic partition functions: in the classical regime, the multiple-occupancy miscounting satisfies the two-sided bound f BN>BN−FN>f FNf\,B_N>B_N-F_N>f\,F_N with f=2−3/2n2V/nQf=2^{-3/2}n^2V/n_Q, a factor of order 101310^{13} for one cubic centimeter of helium at room temperature, while observables remain correct because they depend on log⁡Z\log Z. The bound is proved only for spinless, monatomic, noninteracting particles with a continuum box spectrum, in systems large enough that removing two particles does not change the chemical potential. The open problem is to extend the bound and its prefactor to the four regimes the note's own restrictions exclude: (a) spin and orbital degeneracy; (b) small systems and stronger quantum degeneracy where the chemical-potential step fails; (c) interparticle interactions; and (d) discrete level structures or confining geometries. No published extension of the bound is known.

Background

In the canonical ensemble of statistical mechanics, the partition function ZN=∑se−Es/kTZ_N=\sum_s e^{-E_s/kT} — the sum of Boltzmann factors e−Es/kTe^{-E_s/kT} over the exact quantum states ss of an NN-particle system at temperature TT — generates all equilibrium thermodynamics through its logarithm: the Helmholtz free energy is −kTlog⁡ZN-kT\log Z_N, and the entropy, pressure, and energy follow by differentiation. For identical particles the exact sum depends on quantum statistics. Bosons (particles whose wavefunction is symmetric under exchange) allow any number of particles to occupy a given one-particle state, called an orbital; fermions (antisymmetric wavefunction) obey the Pauli exclusion principle, which permits at most one particle per orbital. The textbook classical (Maxwell–Boltzmann) recipe for the ideal gas instead writes ZN=Z1N/N!Z_N=Z_1^N/N!, where Z1Z_1 is the single-particle partition function and the divisor N!N! corrects for indistinguishability. This recipe is justified only when multiple occupancy of orbitals is negligible, that is, in the classical regime where the concentration n=N/Vn=N/V is much smaller than the quantum concentration nQ=(MkT/2πℏ2)3/2n_Q=(MkT/2\pi\hbar^2)^{3/2}, the inverse cube of the thermal de Broglie wavelength of a particle of mass MM — a condition equivalently expressed through the chemical potential μ\mu as exp⁡(μ/kT)=n/nQ\exp(\mu/kT)=n/n_Q.

Herbert Kroemer's 1980 note in the American Journal of Physics asked how badly the classical recipe miscounts when this condition holds but multiple occupancy is not strictly absent. Let BNB_N and FNF_N denote the exact canonical partition functions of NN bosons and NN fermions in a box of volume VV at temperature TT. The difference BN−FNB_N-F_N isolates the net contribution of multiply occupied orbitals (present for bosons, forbidden for fermions) and therefore brackets the absolute miscounting of any counting scheme lying between the two statistical extremes, including the classical Z1N/N!Z_1^N/N!. Kroemer derived the elementary two-sided bound

f BN  >  BN−FN  >  f FN,f\,B_N\;>\;B_N-F_N\;>\;f\,F_N,

with the dimensionless prefactor

f=123/2n2VnQ=123/2N2nQV,f=\frac{1}{2^{3/2}}\frac{n^2V}{n_Q}=\frac{1}{2^{3/2}}\frac{N^2}{n_QV},

where the continuum box spectrum gives Z1=nQVZ_1=n_QV (so that Z1Z_1 evaluated at half the temperature is nQV/23/2n_QV/2^{3/2}). For 1 cm31\ \mathrm{cm}^3 of helium at 300 K and atmospheric pressure, f≈2.7×1013f\approx 2.7\times 10^{13}: the classical value can differ from the exact quantum value by a multiplicative factor of order 101310^{13} even well inside the classical regime. The apparent paradox dissolves because all observables depend on log⁡ZN\log Z_N, whose fractional error is negligible; the classical treatment thus yields correct observables despite a wildly wrong partition function.

The derivation — which orders contributions by the energy of the lowest multiply occupied orbital, extracts a factor exp⁡(−2ϵn/kT)\exp(-2\epsilon_n/kT), and relates the residual (N−2)(N-2)-particle counting to BN−2B_{N-2} and FN−2F_{N-2} — rests on four scope restrictions: spin is neglected; the gas is noninteracting and monatomic; the single-particle spectrum is the continuum box spectrum; and NN is large enough that removing two particles leaves the chemical potential unchanged, BN−2≈BNexp⁡(2μ/kT)B_{N-2}\approx B_N\exp(2\mu/kT), used with exp⁡(μ/kT)=n/nQ\exp(\mu/kT)=n/n_Q. The surrounding pedagogical literature on the 1/N!1/N! prescription — Grandy's maximum-entropy treatment of indistinguishability, Baierlein's analysis of the probability that all particles occupy different orbitals, and Singh and Kaur's exact numerical enumeration of BB, FF, and the classical value for small discrete model systems, which verifies the ordering B>Z1N/N!>FB>Z_1^N/N!>F at all temperatures — treats adjacent questions but leaves the bound itself unextended.

Problem Statement

Kroemer's two-sided bound f BN>BN−FN>f FNf\,B_N>B_N-F_N>f\,F_N with f=2−3/2n2V/nQ=2−3/2N2/(nQV)f=2^{-3/2}n^2V/n_Q=2^{-3/2}N^2/(n_QV) is proved only for a spinless, monatomic, noninteracting gas in a continuum box spectrum, in the classical regime exp⁡(μ/kT)=n/nQ\exp(\mu/kT)=n/n_Q, and for systems large enough that BN−2≈BNexp⁡(2μ/kT)B_{N-2}\approx B_N\exp(2\mu/kT). The open problem is to extend this quantitative error analysis to each regime the note's own restrictions excluded. For each of the following relaxations, determine whether — and, if so, in what modified form — the corresponding two-sided bound on the Bose–Fermi partition-function difference holds; where it holds, prove it, give an explicit modified prefactor expressed in terms of the system's parameters together with the bound's domain of validity, and show that it reduces to Kroemer's bound in the spinless, noninteracting, continuum classical limit:

(a) Spin and degeneracy: particles of spin ss, with the associated degeneracy of the orbitals.

(b) Stronger degeneracy and small systems: many-body systems with N≥3N\ge 3, in regimes in which removing two particles appreciably changes the chemical potential, so that the step BN−2≈BNexp⁡(2μ/kT)B_{N-2}\approx B_N\exp(2\mu/kT) fails; the cases N≤2N\le 2 lie outside this regime because the step BN−2≈BNexp⁡(2μ/kT)B_{N-2}\approx B_N\exp(2\mu/kT) presupposes N−2≥1N-2\ge 1.

(c) Interparticle interactions: interacting systems of identical particles of mass MM in volume VV with a specified two-body interaction, whose dimensionless interaction strength at the given NN, VV, and TT is of order unity or larger, so that occupation correlations and interaction-induced energy shifts alter the counting and the single-particle spectrum and the orbital decomposition underlying the original derivation must be reformulated. For these systems, the object to bound is the difference between the exact canonical partition functions of the interacting NN-boson and NN-fermion systems at the given NN, VV, and TT.

(d) Discrete level structure and confining geometries: systems in which Z1Z_1 and nQn_Q are not given by the continuum ideal-gas expressions.

The single scientific objective is a controlled, explicit, two-sided quantification of quantum-statistical miscounting outside the strict classical regime, recovering the known bound inside it. The intended form of the result is a two-sided bound whose modified prefactor is an explicit closed-form function of the system's parameters, independent of the exact partition functions BNB_N and FNF_N or of ratios of them, with a domain of validity covering the regime in question — or, where no single such prefactor exists across that regime, the demonstration of that impossibility.

References

  1. Herbert Kroemer, "How incorrect is the classical partition function for the ideal gas?", American Journal of Physics 48(11), 962–963 (1980), DOI 10.1119/1.12196, https://doi.org/10.1119/1.12196
  2. Sushil K. Singh and Savinder Kaur, "On the validity of classical partition function", arXiv:2104.01315 [physics.ed-ph] (2021), https://arxiv.org/abs/2104.01315; published as "Justifying the classical partition function for bosonic and fermionic systems using computer based experiments", European Journal of Physics 43(1), 015101 (2022), DOI 10.1088/1361-6404/ac3064, https://doi.org/10.1088/1361-6404/ac3064
  3. W. T. Grandy Jr., "Indistinguishability, symmetrisation and maximum entropy", European Journal of Physics 2(2), 86–90 (1981), DOI 10.1088/0143-0807/2/2/005, https://doi.org/10.1088/0143-0807/2/2/005
  4. W. T. Grandy Jr., Foundations of Statistical Mechanics (D. Reidel, 1987), DOI 10.1007/978-94-009-3867-0, https://doi.org/10.1007/978-94-009-3867-0
  5. Ralph Chamberlin, Michael Clark, Vladimiro Mujica, and George Wolf, "Multiscale Thermodynamics: Energy, Entropy, and Symmetry from Atoms to Bulk Behavior", Symmetry 13(4), 721 (2021), DOI 10.3390/sym13040721, https://doi.org/10.3390/sym13040721
  6. Ralph Baierlein, "The fraction of 'all different' combinations: Justifying the semiclassical partition function", American Journal of Physics 65(4), 314–316 (1997), DOI 10.1119/1.18540, https://doi.org/10.1119/1.18540
  7. Prabal Adhikari, Brian C. Tiburzi, and Sona Baghiyan, "Approaching the thermodynamic limit of an ideal gas", American Journal of Physics 93(12), 968–973 (2025), DOI 10.1119/5.0200913, https://doi.org/10.1119/5.0200913; preprint arXiv:2510.24552 [physics.class-ph] (2025), https://arxiv.org/abs/2510.24552
  8. Lev Sakhnovich, "Quantum and classical approaches in statistical physics: some basic inequalities", arXiv:2006.11329 [math-ph] (2020), https://arxiv.org/abs/2006.11329
  9. Bingyu Cui, "The partition function in the quantum-to-classical transition", Physics Letters A 566, 131185 (2026), DOI 10.1016/j.physleta.2025.131185, https://doi.org/10.1016/j.physleta.2025.131185
  10. Ralph V. Chamberlin, Michael R. Clark, Vladimiro Mujica, and George H. Wolf, "An introduction to nanothermodynamics: Thermal equilibrium for heterogeneous and finite-sized systems", arXiv:2007.13031 [cond-mat.stat-mech] (2020), https://arxiv.org/abs/2007.13031
  11. Ralph V. Chamberlin and Stuart Lindsay, "Nanothermodynamics: There's Plenty of Room on the Inside", Nanomaterials 14(22), 2182 (2024), DOI 10.3390/nano14221828, https://doi.org/10.3390/nano14221828