화학공학소재연구정보센터
학회 한국화학공학회
학술대회 2005년 가을 (10/21 ~ 10/22, 인하대학교)
권호 11권 2호, p.1893
발표분야 분리기술
제목 QSPR Prediction for Nitrogen-Containing Heterocycles from Molecular Descriptors in HPLC
초록 Liquid chromatographic retention of 29 nitrogen-containing heterocycles has been predicted by quantitative structure property relationships (QSPR) methods based on simple- and multiple-linear regression analysis. In order to indicate the influence of different computed molecular descriptors on retention factors and well understand the important descriptors affecting the experimental values, simple- and multiple- linear models derived from two groups of different molecular descriptors (structural and physicochemical) were built. The proposed simple linear models gave the following results: the square of correlation coefficient, R2, for the models physicochemical and structure molecular descriptors was in variety 0.80≤R2≤1.00. The QSPR estimations of these nitrogen-containing heterocyclic compounds could be predicted with a multiple linear regression equation having the statistical index, R2=1.00. The correlation equations and descriptors can be used for the prediction of the chromatographic retention for unknown structures.
저자 김룡매, Yulia Polyakova, 노경호
소속 인하대
키워드 quantitative structure property relationships; retention factor;
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