The prediction of pKa values for phenolic compounds by the DFT theory

Nguyen Thi Nguyen
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Abstract

The acid dissociation constant is an important parameter that affects the physicochemical properties of molecules in solution. A set of 20 phenolic compounds were used to establish a model to predict  values of phenolic compounds. Calculations in aqueous medium were performed with a polarizable continuum solvent model (PCM) and three hybrid DFT functionals (B3LYP, PBE0, ωB97XD and M062X) with the basis set 6-311++G(d,p). The directly calculated value of  gives less accurate results with an average absolute error (MAE) of 1.74  units when using the ωB97XD functional and phenol as reference compound. In the case of using statistical correction, the accuracy of  is greatly improved. In the case of using statistical correction, the accuracy of  is greatly improved with the lowest MAE value of 0.14  units (M062X; ). The calculated results of  in this study have the same accuracy as the experimental measurements.The acid dissociation constant is an important parameter that affects the physicochemical properties of molecules in solution. A set of 20 phenolic compounds were used to establish a model to predict  values of phenolic compounds. Calculations in aqueous medium were performed with a polarizable continuum solvent model (PCM) and three hybrid DFT functionals (B3LYP, PBE0, ωB97XD and M062X) with the basis set 6-311++G(d,p). The directly calculated value of  gives less accurate results with an average absolute error (MAE) of 1.74  units when using the ωB97XD functional and phenol as reference compound. In the case of using statistical correction, the accuracy of  is greatly improved. In the case of using statistical correction, the accuracy of  is greatly improved with the lowest MAE value of 0.14  units (M062X; ). The calculated results of  in this study have the same accuracy as the experimental measurements.
用DFT理论预测酚类化合物的pKa值
酸解离常数是影响溶液中分子物理化学性质的重要参数。用20种酚类化合物建立了预测酚类化合物值的模型。采用极化连续介质模型(PCM)和3个杂化DFT泛函(B3LYP, PBE0, ωB97XD和M062X),基集为6-311++G(d,p),对水介质进行了计算。以ωB97XD官能团和苯酚为参比化合物时,直接计算的值精度较低,平均绝对误差(MAE)为1.74单位。在使用统计校正的情况下,其精度大大提高。在使用统计校正的情况下,精度大大提高,最低MAE值为0.14单位(M062X;). 本研究的计算结果与实验测量结果具有相同的精度。酸解离常数是影响溶液中分子物理化学性质的重要参数。用20种酚类化合物建立了预测酚类化合物值的模型。采用极化连续介质模型(PCM)和3个杂化DFT泛函(B3LYP, PBE0, ωB97XD和M062X),基集为6-311++G(d,p),对水介质进行了计算。以ωB97XD官能团和苯酚为参比化合物时,直接计算的值精度较低,平均绝对误差(MAE)为1.74单位。在使用统计校正的情况下,其精度大大提高。在使用统计校正的情况下,精度大大提高,最低MAE值为0.14单位(M062X;). 本研究的计算结果与实验测量结果具有相同的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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