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Automated particle recognition for engine soot nanoparticles

A pre‐trained convolution neural network based on residual error functions (ResNet) was applied to the classification of soot and non‐soot carbon nanoparticles in TEM images. Two depths of ResNet, one 18 layers deep and the other 50 layers deep, were trained using training‐validation sets of increas...

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Detalles Bibliográficos
Autores principales: Haffner‐Staton, E., Avanzini, L., La Rocca, A., Pfau, S. A., Cairns, A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9826170/
https://www.ncbi.nlm.nih.gov/pubmed/36065981
http://dx.doi.org/10.1111/jmi.13140