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

Mayk Caldas Ramos, Andrew D. White

Aqueous solubility is a valuable yet challenging property to predict. Computing solubility using first-principles methods requires accounting for the competing effects of entropy a…