Title
Using SOM Maps for Clustering and Visualization of Diamond Films Deposited by HFCVD Process.
Abstract
Diamond is a material with unique properties to be exploited in various applications. The deposition of diamond thin films on surfaces enables its use in mechanics, electronics and optics, among others. To ensure the quality of crystals is important to control the parameters involved in the deposition process. In this study we used the SOM algorithm for clustering and visualization of the parameters of a reactor for deposition of diamond thin films, which together with scanning electron microscopy and Raman spectroscopy, collaborated in reactor calibration. The results show the importance of temperature in this process.
Year
DOI
Venue
2012
10.1007/978-3-642-34654-5_15
ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2012
Keywords
Field
DocType
SOM,hot filament chemical vapour deposition,diamond thin films
Diamond,Deposition (law),Scanning electron microscope,Crystal,Thin film,Raman spectroscopy,Cluster analysis,Optoelectronics,Materials science,Calibration
Conference
Volume
ISSN
Citations 
7637
0302-9743
0
PageRank 
References 
Authors
0.34
4
4