Discovery of structure–property relations for molecules via hypothesis-driven active learning over the chemical space

The discovery of the molecular candidates for application in drug targets, biomolecular systems, catalysts, photovoltaics, organic electronics, and batteries necessitates the development of machine learning algorithms capable of rapid exploration of chemical spaces targeting the desired functionalit...

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Bibliographic Details
Main Authors: Ayana Ghosh, Sergei V. Kalinin, Maxim A. Ziatdinov
Format: Article
Language:English
Published: AIP Publishing LLC 2023-12-01
Series:APL Machine Learning
Online Access:http://dx.doi.org/10.1063/5.0157644