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QSPR for the prediction of critical micelle concentration of different classes of surfactants using machine learning algorithms

Nada Boukelkal, Soufiane Rahal, Redha Rebhi, Mabrouk Hamadache

2024Journal of Molecular Graphics and Modelling15 citationsDOI

Topics & Concepts

Quantitative structure–activity relationshipSupport vector machineMolecular descriptorLinear regressionArtificial neural networkCritical micelle concentrationArtificial intelligenceMachine learningMathematicsComputer scienceMicelleBiological systemChemistryOrganic chemistryBiologyAqueous solutionSurfactants and Colloidal SystemsAnalytical Chemistry and ChromatographyComputational Drug Discovery Methods
QSPR for the prediction of critical micelle concentration of different classes of surfactants using machine learning algorithms | Litcius