Machine learning-assisted ammonium detection using zinc oxide/multi-walled carbon nanotube composite based impedance sensors

Machine learning-assisted ammonium detection using zinc oxide/multi-walled carbon nanotube composite based impedance sensors

Abstract We report a machine learning approach to accurately correlate the impedance variations in zinc oxide/multi walled carbon nanotube nanocomposite (F-MWCNT/ZnO-NFs) to NH4 + ions concentrations. Impedance response of F-MWCNT/ZnO-NFs nanocomposites with varying ZnO:MWCNT compositions were evalu...

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Bibliographic Details
Main Authors: Akshaya Kumar Aliyana, S. K. Naveen Kumar, Pradeep Marimuthu, Aiswarya Baburaj, Michael Adetunji, Terrance Frederick, Praveen Sekhar, Renny Edwin Fernandez
Format: Article
Language:English
Published: Nature Portfolio 2021-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-03674-1

Internet

https://doi.org/10.1038/s41598-021-03674-1

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