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This is a Quantitative Study study.

Critical evaluation of semi-empirical methods for calculating molecular diffusion coefficients

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Analysis compares electrochemical and non-electrochemical methods for improving molecular diffusion coefficient calculations.

Electrochemical methods showed larger error compared to non-electrochemical methods, highlighting reliability concerns.
The PM6-D3 method correlated closely with experimental data (R = 0.99), establishing its accuracy for diffusion coefficient calculations.
The Hayduk-Laudie equation's less than 8% error offers a solid theoretical prediction for diffusion coefficients.
This analysis can impact how molecular diffusion is modeled in inorganic ions and carbon nanomaterials, indicating practical uses.

Oskin et al. (2025) studied this question.

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