Multi-constraint molecular generation using sparsely labelled training data for localized high-concentration electrolyte diluent screening

Abstract

Recently, machine learning methods have been used to propose molecules with desired properties, which is especially useful for exploring large chemical spaces efficiently. However, these methods rely on fully labelled...