A family of models is proposed to estimate the critical constants and norma
l boiling points of hydrocarbons from chemical structure. Estimation is per
formed by using a new structural approach (GIC), which considers the contri
butions of interactions between bonding groups in the molecule instead of t
he contributions of simple groups. Compared to the typical group-contributi
on techniques, the proposed models demonstrate significant improvements in
accuracy as well as the ability to distinguish among isomers.