QSPR modeling of flash points: an update.

J Mol Graph Model

Center for Heterocyclic Compounds, Department of Chemistry, University of Florida, Gainesville, FL 32611, USA.

Published: September 2007

Quantitative structure-property relationship (QSPR) models for the flash points of 758 organic compounds are developed using geometrical, topological, quantum mechanical and electronic descriptors calculated by CODESSA PRO software. Multilinear regression models link the structures to their reported flash point values. We also report a nonlinear model based on an artificial neural network. The results are discussed in the light of the main factors that influence the property under investigation and its modeling.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.jmgm.2007.03.006DOI Listing

Publication Analysis

Top Keywords

flash points
8
qspr modeling
4
modeling flash
4
points update
4
update quantitative
4
quantitative structure-property
4
structure-property relationship
4
relationship qspr
4
qspr models
4
models flash
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!