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Artificial intelligence inferred microstructural properties from voltage–capacity curves

The quantification of microstructural properties to optimize battery design and performance, to maintain product quality, or to track the degradation of LIBs remains expensive and slow when performed through currently used characterization approaches. In this paper, a convolution neural network-base...

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Detalles Bibliográficos
Autores principales: Sun, Yixuan, Ayalasomayajula, Surya Mitra, Deva, Abhas, Lin, Guang, García, R. Edwin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352700/
https://www.ncbi.nlm.nih.gov/pubmed/35927411
http://dx.doi.org/10.1038/s41598-022-16942-5

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