An accessible property classification framework to predict the solubility of functionalised naphthalenes and rylenes in organic solvents

We show through a proof-of-concept dataset for naphthalenes and rylenes that solubility can be effectively classified with sufficient high-quality training data, and highlight the need for standardised characterisation procedures.