polyBERT: a chemical language model to enable fully machine-driven ultrafast polymer informatics

Abstract Polymers are a vital part of everyday life. Their chemical universe is so large that it presents unprecedented opportunities as well as significant challenges to identify suitable application-specific candidates. We present a complete end-to-end machine-driven polymer informatics pipeline t...

Descripció completa

Dades bibliogràfiques
Autors principals: Christopher Kuenneth, Rampi Ramprasad
Format: Article
Idioma:English
Publicat: Nature Portfolio 2023-07-01
Col·lecció:Nature Communications
Accés en línia:https://doi.org/10.1038/s41467-023-39868-6