For a normalized probability density on classical phase space with canonical volume element , the fine-grained Gibbs entropy is , whenever the integral exists. Here is a constant reference density fixing the units inside the logarithm, and is the Boltzmann constant. No averaging into finite cells is performed.
For a regular Hamiltonian flow , Liouville theorem in Hamiltonian mechanics gives and . Substitution directly proves
An irreversible macroscopic entropy increase therefore requires a different description or additional assumptions; it is not a failure of this volume-preservation argument.

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