The line shape analysis of electron spectroscopy spectra by the artifical intelligence methods for identification of C sp2/sp3 bonds
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68378271%3A_____%2F10%3A00355353" target="_blank" >RIV/68378271:_____/10:00355353 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
The line shape analysis of electron spectroscopy spectra by the artifical intelligence methods for identification of C sp2/sp3 bonds
Original language description
The functionalized by the oxidation reaction multiwall carbon nanotubes, denoted as ox-MWCNTs, and temperature modified are studied using the X-ray induced Auger electron spectroscopy (XAES) and elastic peak electron spectroscopy reflection electron energy loss (EPES REELS). The artificial intelligence methods, like (i) the principal components (PC) and (ii) the k-nearest neighbors (kNN) rule are applied for analysis of spectra line shapes. These methods apply spectra (i) transformation (PC) and (ii) n-dimensional representation as vector points (kNN) and deal with distances between vector points. The spectra of temperature modified ox-MWCNTs are identified on the basis of respective spectra recorded from the so-called reference set, i.e., the spectrafrom graphite (C sp2 hybridizations) and diamond (C sp3 hybridizations).
Czech name
—
Czech description
—
Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BM - Solid-state physics and magnetism
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/GA202%2F09%2F0428" target="_blank" >GA202/09/0428: Hydrogen detection and quantification at solid surfaces by electron spectroscopy</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Physica Status Solidi B-Basic Solid State Physics
ISSN
0370-1972
e-ISSN
—
Volume of the periodical
247
Issue of the periodical within the volume
11-12
Country of publishing house
DE - GERMANY
Number of pages
5
Pages from-to
—
UT code for WoS article
000285798400049
EID of the result in the Scopus database
—