Development of advanced model for understanding the behavior of drug solubility in green solvents: Machine learning modeling for small-molecule API solubility prediction
Mohammed Ghazwani, M. Yasmin Begum, Ahmed M. Naglah, Hamad M. Alkahtani, Abdulrahman A. Almehizia
Topics & Concepts
SolubilityMean squared errorSolventChemistryHildebrand solubility parameterLinear regressionSupercritical fluidKrigingRegression analysisApproximation errorThermodynamicsBiological systemChromatographyMathematicsMachine learningOrganic chemistryAlgorithmComputer scienceStatisticsPhysicsBiologyPhase Equilibria and ThermodynamicsAnalytical Chemistry and ChromatographyComputational Drug Discovery Methods