Machine-learning assisted design principle search for singlet fission: an example study of cibalackrot

Abstract This work uses quantum chemistry calculations and machine learning to explore design rules for singlet fission in a chemical space of four million indigoid derivatives. We identify ~400,000 derivatives of 2,2′-diethenyl cibalackrot, which theoretically fulfil the energy conditions for exoer...

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Bibliographic Details
Main Authors: Fabian Weber, Hirotoshi Mori
Format: Article
Language:English
Published: Nature Portfolio 2022-08-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-022-00860-1