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Chemistry-Informed Machine Learning for Polymer Electrolyte Discovery

[Image: see text] Solid polymer electrolytes (SPEs) have the potential to improve lithium-ion batteries by enhancing safety and enabling higher energy densities. However, SPEs suffer from significantly lower ionic conductivity than liquid and solid ceramic electrolytes, limiting their adoption in fu...

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Detalles Bibliográficos
Autores principales: Bradford, Gabriel, Lopez, Jeffrey, Ruza, Jurgis, Stolberg, Michael A., Osterude, Richard, Johnson, Jeremiah A., Gomez-Bombarelli, Rafael, Shao-Horn, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9951296/
https://www.ncbi.nlm.nih.gov/pubmed/36844492
http://dx.doi.org/10.1021/acscentsci.2c01123