Accurate prediction of thermodynamic solubility by machine learning remains a challenge. Recent models often display good performances, but their reliability may be deceiving when used prospectively.

Production of nanomedicines is a great alternative to conventional medications to improve the efficacy of treatment. For solid dosage formulation of medications, poor solubility for API (Active ...