Yalkowsky's GSE is popular and elegant. However, it does not work very well for all solid quaternary ammonium drugs and many zwitterionic drugs. It's thermodynamic basis assumes a CONSTANT contribution from the entropy of fusion. Which molecular properties are most likely to affect values of the entropy of fusion? Size of molecule? H-bonding properties? Electrostatic properties? Is there a handy published database of entropies of fusions for drug molecules?

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