Search of Dense Plain Nets in Crystal Structures by Cluster Analysis

The concept of dense plain atomic nets in crystal structures is commonly used in descriptive and comparative crystal chemistry and in polytype studies. To automatize the search of such nets, algorithms based on the Fourier analysis of atomic positions in unit cells have been developed since 1980s. However, these approaches have a number of limitations. As an alternative and addition to Fourier approaches, we propose a cluster analysis algorithm in the direct space and consider its implementation in the nets module of a the crystchemlib open-source Python library.

Authors

Institutions

Publication Details

Journal
Journal of Structural Chemistry
Published
2025-05-01
DOI
https://doi.org/10.1134/s0022476625050105
Citations
1
Primary Topic
Rough Sets and Fuzzy Logic
Type
article
Field-Weighted Citation Impact
1.50
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Search of Dense Plain Nets in Crystal Structures by Cluster Analysis

Sergey V. Rashchenko
1 citations
Journal of Structural Chemistry
Rough Sets and Fuzzy Logic
1.50
article

Search of Dense Plain Nets in Crystal Structures by Cluster Analysis

Sergey V. Rashchenko
article en
1 citations

Abstract

The concept of dense plain atomic nets in crystal structures is commonly used in descriptive and comparative crystal chemistry and in polytype studies. To automatize the search of such nets, algorithms based on the Fourier analysis of atomic positions in unit cells have been developed since 1980s. However, these approaches have a number of limitations. As an alternative and addition to Fourier approaches, we propose a cluster analysis algorithm in the direct space and consider its implementation in the nets module of a the crystchemlib open-source Python library.

Journal of Structural ChemistryVol. 66(5)
Novosibirsk State University (RU), V.S. Sobolev Institute of Geology and Mineralogy (RU)
Climate action
Openalex Percentile: Top 16%
Rough Sets and Fuzzy Logic
1.50
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.