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Predicting Polymers’ Glass Transition Temperature by a Chemical Language Processing Model
We propose a chemical language processing model to predict polymers’ glass transition temperature ([Formula: see text]) through a polymer language (SMILES, Simplified Molecular Input Line Entry System) embedding and recurrent neural network. This model only receives the SMILES strings of a polymer’s...
Wedi'i Gadw mewn:
| Cyhoeddwyd yn: | Polymers (Basel) |
|---|---|
| Prif Awduron: | , , |
| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
MDPI
2021
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| Pynciau: | |
| Mynediad Ar-lein: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8201381/ https://ncbi.nlm.nih.gov/pubmed/34200505 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/polym13111898 |
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