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• W2783272659 abstract "Abstract A new quantitative structure-property relationship (QSPR) model was developed to predict critical micelles concentration (CMC) of sugar-based surfactants using the norm indexes descriptors our group previously proposed. Statistics results showed that this model could provide satisfactory prediction results with the squared correlation coefficient for the whole dataset, the training set and the test set of 0.9545, 0.9547 and 0.9699 respectively. Several validation procedures including cross validation, Y-randomized test, mean absolute error test and applicability domain analysis as well as the comparison results with other works further demonstrated the stability and robustness of this model. Thus, the QSPR model using the norm indexes descriptors was effective in the prediction of CMC for sugar-based surfactants." @default.
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• W2783272659 date "2018-03-01" @default.
• W2783272659 modified "2023-10-03" @default.
• W2783272659 title "Quantitative structure-property relationship for critical micelles concentration of sugar-based surfactants using norm indexes" @default.
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• W2783272659 doi "https://doi.org/10.1016/j.molliq.2018.01.037" @default.
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