Topological Data Analysis of Nanoscale Roughness in Brass Samples
Mikhail Zhukov
1
,
Md Syam Hasan
2
,
Pavel Nesterov
1
,
Mirna Sabbouh
1
,
Olga Burdulenko
1
,
Michael Nosonovsky
1, 2
Publication type: Journal Article
Publication date: 2021-12-25
scimago Q1
wos Q1
SJR: 1.921
CiteScore: 14.5
Impact factor: 8.2
ISSN: 19448244, 19448252
PubMed ID:
34955026
General Materials Science
Abstract
Rough surfaces possess complex topographies, which cannot be characterized by a single parameter. The selection of appropriate roughness parameters depends on a particular application. Large datasets representing surface topography possess orderliness, which can be expressed in terms of topological features in high-dimensional dataspaces reflecting properties such as anisotropy and the number of lay directions. The features are scale-dependent because both sampling length and resolution affect them. We study nanoscale surface roughness using 3 × 3, 4 × 4, and 5 × 5 pixel patches obtained from atomic force microscopy (AFM) images of brass (Cu Zn alloy) samples roughened by a sonochemical treatment. We calculate roughness parameters, correlation length, extremum point distribution, persistence diagrams, and barcodes. These parameters of interest are discussed and compared.
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Metrics
13
Total citations:
13
Citations from 2025:
1
(7.69%)
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GOST
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Zhukov M. et al. Topological Data Analysis of Nanoscale Roughness in Brass Samples // ACS applied materials & interfaces. 2021. Vol. 14. No. 1. pp. 2351-2359.
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Zhukov M., Hasan M. S., Nesterov P., Sabbouh M., Burdulenko O., Skorb E. V., Nosonovsky M. Topological Data Analysis of Nanoscale Roughness in Brass Samples // ACS applied materials & interfaces. 2021. Vol. 14. No. 1. pp. 2351-2359.
Cite this
RIS
Copy
TY - JOUR
DO - 10.1021/acsami.1c20694
UR - https://pubs.acs.org/doi/10.1021/acsami.1c20694
TI - Topological Data Analysis of Nanoscale Roughness in Brass Samples
T2 - ACS applied materials & interfaces
AU - Zhukov, Mikhail
AU - Hasan, Md Syam
AU - Nesterov, Pavel
AU - Sabbouh, Mirna
AU - Burdulenko, Olga
AU - Skorb, Ekaterina V.
AU - Nosonovsky, Michael
PY - 2021
DA - 2021/12/25
PB - American Chemical Society (ACS)
SP - 2351-2359
IS - 1
VL - 14
PMID - 34955026
SN - 1944-8244
SN - 1944-8252
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2021_Zhukov,
author = {Mikhail Zhukov and Md Syam Hasan and Pavel Nesterov and Mirna Sabbouh and Olga Burdulenko and Ekaterina V. Skorb and Michael Nosonovsky},
title = {Topological Data Analysis of Nanoscale Roughness in Brass Samples},
journal = {ACS applied materials & interfaces},
year = {2021},
volume = {14},
publisher = {American Chemical Society (ACS)},
month = {dec},
url = {https://pubs.acs.org/doi/10.1021/acsami.1c20694},
number = {1},
pages = {2351--2359},
doi = {10.1021/acsami.1c20694}
}
Cite this
MLA
Copy
Zhukov, Mikhail, et al. “Topological Data Analysis of Nanoscale Roughness in Brass Samples.” ACS applied materials & interfaces, vol. 14, no. 1, Dec. 2021, pp. 2351-2359. https://pubs.acs.org/doi/10.1021/acsami.1c20694.
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