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...

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Bibliographic Details
Main Authors: Christopher Kuenneth, Rampi Ramprasad
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-39868-6