Gd. Hawkins et al., OMNISOL - FAST PREDICTION OF FREE-ENERGIES OF SOLVATION AND PARTITION-COEFFICIENTS, Journal of organic chemistry, 63(13), 1998, pp. 4305-4313
The SM5.0R model for predicting solvation energies using only geometry
-dependent atomic surface tensions was developed previously for aqueou
s solution. Here we extend it to organic solvents. The method is based
on gas-phase geometries and exposed atomic surface areas; electrostat
ics are treated only implicitly so a wave function or charge-model is
not required (which speeds up the calculations by about 2 orders of ma
gnitude). The SM5.0R model has been parametrized for solvation free en
ergies of solutes containing H, C, N, O, F, S, Cl, Br, and I. The trai
ning set for organic solvents consists of 227 neutral solutes in 90 or
ganic solvents for a total of 1836 data points. The method achieves a
mean unsigned error of about 0.4 kcal/mol when applied using gas-phase
geometries calculated at either the Hartree-Fock level with a heteroa
tom-polarized valence-double-zeta basis set (HF/MIDI!) or when applied
using semiempirical molecular orbital gas-phase geometries. In relate
d work. reported here, the parametrization for predicting aqueous solv
ation free energies is also extended to include organic solutes contai
ning iodine. This extension is based on eight solutes and yields a mea
n unsigned error of 0.25 kcal/mol. The resulting SM5.0R model for solv
ation energies in aqueous and organic solvents can therefore be used t
o predict partition coefficients (including log P for octanol/water) f
or any solute containing H, C, N, O, F, S, Cl, Br, and/or I.