Predicting small molecules solubility on endpoint devices using deep ensemble neural networks

Abstract

Aqueous solubility is a valuable yet challenging property to predict. Computing solubility using first-principles methods requires accounting for the competing effects of entropy and enthalpy, resulting in long computations for...