数量结构-活动关系
溶剂化
溶解度
化学
相关系数
系列(地层学)
乙醚
热力学
分子描述符
计算化学
有机化学
分子
数学
立体化学
统计
物理
古生物学
生物
作者
Alan R. Katritzky,Alexander A. Oliferenko,Polina V. Oliferenko,Ruslan Petrukhin,Douglas B. Tatham,Uko Maran,Andre Lomaka,William E. Acree
出处
期刊:Journal of Chemical Information and Computer Sciences
[American Chemical Society]
日期:2003-10-02
卷期号:43 (6): 1794-1805
被引量:96
摘要
We present an extended QSPR modeling of solubilities of about 500 substances in series of up to 69 diverse solvents. The models are obtained with our new software package, CODESSA PRO, which is furnished with an advanced variable selection procedure and a large pool of theoretically derived molecular descriptors. The squared correlation coefficients and squared standard deviations (variances) range from 0.837 and 0.1 for 2-pyrrolidone to 0.998 and 0.02 for dipropyl ether, respectively. The predictive power of the models was verified by using the "leave-one-out" cross-validation procedure. The QSPR models presented are suitable for the rapid evaluation of solvation free energies of organic compounds.
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