Mi. Kumskov et al., AUTOMATIC FORMATION METHOD FOR STRUCTURAL DESCRIPTORS OF ORGANIC-COMPOUNDS FOR QUANTITATIVE STRUCTURE-PROPERTY RELATIONSHIPS, Russian chemical bulletin, 43(8), 1994, pp. 1317-1319
A graph theory approach for constructing structural descriptors for fi
nding quantitative structure-property relationships (QSPR) has been su
ggested. A complete enumeration of the linear fragments (chains of ato
ms) of molecular structures has been performed. Atoms in chains differ
both by the type of element and by the marker that reflects their che
mical and topological peculiarities. QSPR-models have been developed f
or various classes of chemical compounds for estimation of lipophilici
ty, enthalpy of formation, boiling points, and chromatographic retenti
on time. All of these QSPR-models have been simulated by a BIBIGON MAT
CH PC-computer system (Basic Instrument for Building/Interactive Gener
ation of Optimized Networks of Marked-Atom Chains), which implements t
he method suggested.