Machine learning analysis of molecular dynamics properties influencing drug solubility

Data collection

The target variable in this study is the logarithmic measure of aqueous solubility (logS) of compounds present in moles per liter (mol/L), ranging from − 5.82 (thioridazine) to 0.54 (ethambutol). This dataset, derived from the…