Electrospray mode discrimination with current signal using deep convolutional neural network and class activation map

Abstract The electrospray process has been extensively applied in various fields, including energy, display, sensor, and biomedical engineering owing to its ability to generate of functional micro/nanoparticles. Although the mode of the electrospray process has a significant impact on the quality of...

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Bibliographic Details
Main Authors: Man Jin Kim, Jin Yeong Song, Seok Hyeon Hwang, Dong Yong Park, Sang Min Park
Format: Article
Language:English
Published: Nature Portfolio 2022-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-20352-y