Natural logarithm convention

In thermodynamics and statistical mechanics, log typically means the natural logarithm.
Natural logarithm convention

A common convention in thermodynamics and statistical mechanics is that log\log means the natural logarithm:

logxlnx, \log x \equiv \ln x,

unless another base is explicitly stated.

Where it appears

This convention is built into standard formulas such as:

  • Boltzmann entropy: S=kBlnΩ, S = k_B \ln \Omega, where Ω\Omega is a count (or suitably normalized measure) of accessible microstates.
  • Helmholtz free energy (canonical ensemble): F=kBTlnZ, F = -k_B T \ln Z, where ZZ is the partition function.
  • Free energy density in the thermodynamic limit: f=1βlim1ΛlnZΛ,β=1kBT. f = -\frac{1}{\beta}\lim \frac{1}{|\Lambda|}\ln Z_\Lambda, \quad \beta = \frac{1}{k_B T}. (See .)

Why natural logs are the default

Changing the logarithm base rescales results by a constant factor:

logbx=lnxlnb. \log_b x = \frac{\ln x}{\ln b}.

If one insisted on base bb, formulas like S=kBlogbΩS=k_B\log_b\Omega would amount to replacing kBk_B by kB/lnbk_B/\ln b. Using ln\ln keeps the usual physical value and units conventions for kBk_B without extra conversion factors.

(When comparing with information theory, note that entropies may be measured in “bits” using base 22; the conversion is a constant factor.)