Metric dimension analysis of single-walled titania nanotubes: A graph-theoretic approach

Titania nanotubes (TNTs) have attracted growing interest in materials science due to their exceptional properties and broad applications in nanotechnology, catalysis, electronics, and biomedical systems. In this work, we study TNTs through the lens of graph theory by modeling their molecular structures as mathematical graphs. Specifically, we investigate the metric dimension, a key graph invariant that captures how uniquely the positions of all vertices in a graph can be determined using the shortest distances to a selected set of reference vertices, called a resolving set. Two structural models of single-walled TNTs are considered: a three-layered model, denoted by [Formula: see text], and a six-layered model, denoted by [Formula: see text], where m and n represent the numbers of titanium atoms along defined lattice directions. We analyze the connectivity and symmetry of these graph representations and derive results for their metric dimension by identifying minimal resolving sets. Our findings offer insight into how structural complexity and layering impact the resolving power of TNT graphs. By connecting mathematical descriptors with nanostructural models, this study contributes to the theoretical understanding of TNTs and provides a potential tool for molecular identification, structure-property prediction, and nanoscale design in chemistry and materials science.

Authors

Institutions

Publication Details

Journal
Modern Physics Letters B
Published
2025-11-13
DOI
https://doi.org/10.1142/s0217984925502781
Primary Topic
Graph Labeling and Dimension Problems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Metric dimension analysis of single-walled titania nanotubes: A graph-theoretic approach

M. M. Khader, Faryal Chaudhry, Umar Farooq, Wasim Abbas
Modern Physics Letters B
Graph Labeling and Dimension Problems
article

Metric dimension analysis of single-walled titania nanotubes: A graph-theoretic approach

M. M. Khader, Faryal Chaudhry, Umar Farooq, Wasim Abbas
article en

Abstract

Titania nanotubes (TNTs) have attracted growing interest in materials science due to their exceptional properties and broad applications in nanotechnology, catalysis, electronics, and biomedical systems. In this work, we study TNTs through the lens of graph theory by modeling their molecular structures as mathematical graphs. Specifically, we investigate the metric dimension, a key graph invariant that captures how uniquely the positions of all vertices in a graph can be determined using the shortest distances to a selected set of reference vertices, called a resolving set. Two structural models of single-walled TNTs are considered: a three-layered model, denoted by [Formula: see text], and a six-layered model, denoted by [Formula: see text], where m and n represent the numbers of titanium atoms along defined lattice directions. We analyze the connectivity and symmetry of these graph representations and derive results for their metric dimension by identifying minimal resolving sets. Our findings offer insight into how structural complexity and layering impact the resolving power of TNT graphs. By connecting mathematical descriptors with nanostructural models, this study contributes to the theoretical understanding of TNTs and provides a potential tool for molecular identification, structure-property prediction, and nanoscale design in chemistry and materials science.

Modern Physics Letters BVol. 40(03)
Khazar University (AZ), University of Lahore (PK), Fırat University (TR), Imam Mohammad ibn Saud Islamic University (SA), Biruni University (TR), Saveetha University (IN)
Openalex Percentile: Top 63%
Graph Labeling and Dimension Problems
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.

Metric dimension analysis of single-walled titania nanotubes: A graph-theoretic approach — M. M. Khader, Faryal Chaudhry, et al. · Modern Physics Letters B (2025) | TGRS Research Map | TGRS