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Add statistical analysis utilities and thermodynamic observables for MD #809

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@Marcello-Sega
  • Add block-based statistical uncertainty estimation for correlated MD data.
  • Add uncertainty-normalised error metrics (e.g. MAZE) for comparison with reference data.
  • Add reusable thermodynamic observables including density, heat capacities, compressibility, thermal expansion, and enthalpy of vaporisation.
  • Add unit tests for the statistical utilities and thermodynamic calculations.

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