<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">najo</journal-id><journal-title-group><journal-title xml:lang="en">Nanosystems: Physics, Chemistry, Mathematics</journal-title><trans-title-group xml:lang="ru"><trans-title>Наносистемы: физика, химия, математика</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2220-8054</issn><issn pub-type="epub">2305-7971</issn><publisher><publisher-name>Университет ИТМО</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.17586/2220-8054-2020-11-5-501-509</article-id><article-id custom-type="elpub" pub-id-type="custom">najo-390</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MATHEMATICS</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>МАТЕМАТИКА</subject></subj-group></article-categories><title-group><article-title>Computational analysis of some degree based topological indices of cubic structured tungsten trioxide [l,m,n] nanomultilayer</article-title><trans-title-group xml:lang="ru"><trans-title></trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Duraisami</surname><given-names>M. S.</given-names></name></name-alternatives><bio xml:lang="en"><p>Melaiyur – 609107, Tamilnadu</p></bio><email xlink:type="simple">tharmamithran@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Parasuraman</surname><given-names>K.</given-names></name></name-alternatives><bio xml:lang="en"><p>Melaiyur – 609107, Tamilnadu</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff xml:lang="en" id="aff-1"><institution>PG &amp; Research Department of Physics, Poompuhar College (Autonomous)</institution><country>India</country></aff><pub-date pub-type="collection"><year>2020</year></pub-date><pub-date pub-type="epub"><day>29</day><month>07</month><year>2025</year></pub-date><volume>11</volume><issue>5</issue><elocation-id>501–509</elocation-id><permissions><copyright-statement>Copyright &amp;#x00A9; Duraisami M.S., Parasuraman K., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Duraisami M.S., Parasuraman K.</copyright-holder><copyright-holder xml:lang="en">Duraisami M.S., Parasuraman K.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://nanojournal.ifmo.ru/jour/article/view/390">https://nanojournal.ifmo.ru/jour/article/view/390</self-uri><abstract><p>Topological indices are numerical invariants of molecular graphs and are beneficial for predicting the physicochemical properties of chemical compounds. In this view, a topological index can be considered as a score function which maps each molecular structure to a real number. In the past two decades, tungsten trioxide (WO3) nanostructures have been extensively studied for their diverse technological applications. They have received greater attention by researchers, owing to their novel functionalities and unique physicochemical properties. We, for the first time, compute the Sum Connectivity index, Variable Sum index, ABC index, Harmonic index, Ordinary Geometric Arithmetic index, SK indices, Forgotten index, Symmetric Division index, Augmented Zagreb index, Inverse sum index, IRM index, Modified second Zagreb index, Inverse Randic index,´ Albertson and Bell topological indices of cubic structured WO3 [l, m, n] nanomultilayer. We also present a graphical analysis of all indices with respect to the dimension of this nanomultilayer.</p></abstract><kwd-group xml:lang="en"><kwd>topological index</kwd><kwd>chemical graph</kwd><kwd>cubic WO3</kwd><kwd>nanomultilayer</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">West D.B. Introduction to Graph Theory, 2nd Edition, Prentice Hall, 2000.</mixed-citation><mixed-citation xml:lang="en">West D.B. Introduction to Graph Theory, 2nd Edition, Prentice Hall, 2000.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Wiener H.J. Structural determination of paraffin boiling points. Journal of the American Chemical Society, 1947, 69 (1), P. 17–20.</mixed-citation><mixed-citation xml:lang="en">Wiener H.J. Structural determination of paraffin boiling points. Journal of the American Chemical Society, 1947, 69 (1), P. 17–20.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Gutman I., Trinajstic N. Graph theory, and molecular orbitals total f-electron energy of alternant hydrocarbons. Chem. Phys. Lett., 1972, 17, P. 535–538.</mixed-citation><mixed-citation xml:lang="en">Gutman I., Trinajstic N. Graph theory, and molecular orbitals total f-electron energy of alternant hydrocarbons. Chem. Phys. Lett., 1972, 17, P. 535–538.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Rucker G., Rucker C. On topological indices, boiling points, and cycloalkanes. J. Chem. Inf. Comput. Sci., 1999, 39, P. 788.</mixed-citation><mixed-citation xml:lang="en">Rucker G., Rucker C. On topological indices, boiling points, and cycloalkanes. J. Chem. Inf. Comput. Sci., 1999, 39, P. 788.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Gutman I. Molecular graphswith minimal andmaximal Randic indices. Croatica Chem. Acta., 2002, 75, P. 357–369.</mixed-citation><mixed-citation xml:lang="en">Gutman I. Molecular graphswith minimal andmaximal Randic indices. Croatica Chem. Acta., 2002, 75, P. 357–369.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Gutman I. Degree-based topological indices. Croat. Chem. Acta., 2013, 86, P. 351–361.</mixed-citation><mixed-citation xml:lang="en">Gutman I. Degree-based topological indices. Croat. Chem. Acta., 2013, 86, P. 351–361.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Dearden J.C. The Use of Topological Indices in QSAR and QSPR Modeling. In: Advances in QSAR Modeling. Challenges and Advances in Computational Chemistry and Physics, Roy K. (ed.), 2017, 24, P. 57–88.</mixed-citation><mixed-citation xml:lang="en">Dearden J.C. The Use of Topological Indices in QSAR and QSPR Modeling. In: Advances in QSAR Modeling. Challenges and Advances in Computational Chemistry and Physics, Roy K. (ed.), 2017, 24, P. 57–88.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Samir A. Senior, Magdy D. Madbouly., Abdel-Moneim Elmassry. QSTR of the toxicity of some organophosphorus compounds by using the quantum chemical and topological descriptors. Chemosphere, 2011, 85 (1), P. 7–12.</mixed-citation><mixed-citation xml:lang="en">Samir A. Senior, Magdy D. Madbouly., Abdel-Moneim Elmassry. QSTR of the toxicity of some organophosphorus compounds by using the quantum chemical and topological descriptors. Chemosphere, 2011, 85 (1), P. 7–12.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Fei Deng, Xiujun Zhang, et al. Topological Indices of the Pent-Heptagonal Nanosheets VC5C7 and HC5C7. Advances in Materials Science and Engineering, 2019, 9594549.</mixed-citation><mixed-citation xml:lang="en">Fei Deng, Xiujun Zhang, et al. Topological Indices of the Pent-Heptagonal Nanosheets VC5C7 and HC5C7. Advances in Materials Science and Engineering, 2019, 9594549.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Munir M., Nazeer W., Rafique S., Kang S.M. MPolynomial and Degree-Based Topological Indices of Polyhex Nanotubes. Symmetry, 2016, 8 (12), P. 149.</mixed-citation><mixed-citation xml:lang="en">Munir M., Nazeer W., Rafique S., Kang S.M. MPolynomial and Degree-Based Topological Indices of Polyhex Nanotubes. Symmetry, 2016, 8 (12), P. 149.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Munir M., Nazeer W., Rafique S., Kang S.M. Mpolynomial and degree- based topological indices of Nano star dendrimers. Symmetry, 2016, 8 (9), P. 97.</mixed-citation><mixed-citation xml:lang="en">Munir M., Nazeer W., Rafique S., Kang S.M. Mpolynomial and degree- based topological indices of Nano star dendrimers. Symmetry, 2016, 8 (9), P. 97.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Diudea M.V., Gutman I., Lorentz J. Molecular topology, Nova Science Publishers, Huntington, NY, 2001.</mixed-citation><mixed-citation xml:lang="en">Diudea M.V., Gutman I., Lorentz J. Molecular topology, Nova Science Publishers, Huntington, NY, 2001.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Trinajstic N. Chemical Graph theory, CRC Press, Boca Raton, 1992.</mixed-citation><mixed-citation xml:lang="en">Trinajstic N. Chemical Graph theory, CRC Press, Boca Raton, 1992.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Zhou B., Trinajstic N. On a novel connectivity index.´ J. Math. Chem., 2009, 46, P. 1252–1270.</mixed-citation><mixed-citation xml:lang="en">Zhou B., Trinajstic N. On a novel connectivity index.´ J. Math. Chem., 2009, 46, P. 1252–1270.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Zhou B., Luo W. A note on general Randic index. Match Commun. Math. Comput. Chem., 2009, 62, P. 155–162.</mixed-citation><mixed-citation xml:lang="en">Zhou B., Luo W. A note on general Randic index. Match Commun. Math. Comput. Chem., 2009, 62, P. 155–162.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Vukiceviˇ c D. Bond Additive Modeling 4. QSPR and QSAR studies of the variable Adriatic indices.´ Croat. Chem. Acta., 2011, 84 (1), P. 87–91.</mixed-citation><mixed-citation xml:lang="en">Vukiceviˇ c D. Bond Additive Modeling 4. QSPR and QSAR studies of the variable Adriatic indices.´ Croat. Chem. Acta., 2011, 84 (1), P. 87–91.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Vukiceviˇ c D. Bond additive modeling 5. mathematical properties of the variable sum exdeg index.´ Croat. Chem. Acta., 2011, 84 (1), P. 93–101.</mixed-citation><mixed-citation xml:lang="en">Vukiceviˇ c D. Bond additive modeling 5. mathematical properties of the variable sum exdeg index.´ Croat. Chem. Acta., 2011, 84 (1), P. 93–101.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Estrada E., Torres L., Rodriguez L., Gutman I. An atom-bond connectivity index: modelling the enthalpy of formation of alkanes. Indian Journal of Chemistry, 1998, 37A, P. 849–855.</mixed-citation><mixed-citation xml:lang="en">Estrada E., Torres L., Rodriguez L., Gutman I. An atom-bond connectivity index: modelling the enthalpy of formation of alkanes. Indian Journal of Chemistry, 1998, 37A, P. 849–855.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Favaron O., Maheo M., Sacl´ e J.-F. Some eigenvalue properties in graphs (conjectures of graffiti-II).´ Discrete Mathematics, 1993, 111 (1–3), P. 197–220.</mixed-citation><mixed-citation xml:lang="en">Favaron O., Maheo M., Sacl´ e J.-F. Some eigenvalue properties in graphs (conjectures of graffiti-II).´ Discrete Mathematics, 1993, 111 (1–3), P. 197–220.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Fajtlowicz S. On conjectures of graffiti-ii. Congr. Numer., 1987, 60, P. 187–197.</mixed-citation><mixed-citation xml:lang="en">Fajtlowicz S. On conjectures of graffiti-ii. Congr. Numer., 1987, 60, P. 187–197.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Vukiceviˇ c D., Furtula B. Topological index based on the ratios of geometrical and arithmetical means of end-vertex degrees of edges.´ J. Math. Chem., 2009, 46, P. 1369–1376.</mixed-citation><mixed-citation xml:lang="en">Vukiceviˇ c D., Furtula B. Topological index based on the ratios of geometrical and arithmetical means of end-vertex degrees of edges.´ J. Math. Chem., 2009, 46, P. 1369–1376.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Shigehalli V.S., Kanabur R. Computation of new degree-based topological indices of graphene. Journal of Nanomaterials, 2016, 4341919.</mixed-citation><mixed-citation xml:lang="en">Shigehalli V.S., Kanabur R. Computation of new degree-based topological indices of graphene. Journal of Nanomaterials, 2016, 4341919.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Furtula B., Gutman I. A forgotten topological index. J. Math. Chem., 2015, 53, P. 184–1190.</mixed-citation><mixed-citation xml:lang="en">Furtula B., Gutman I. A forgotten topological index. J. Math. Chem., 2015, 53, P. 184–1190.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Vukiceviˇ c D., Ga´ sperov M. Bond additive modeling 1. Adriatic indices.ˇ Croatica Chemica Acta, 2010, 83 (3), P. 243–260.</mixed-citation><mixed-citation xml:lang="en">Vukiceviˇ c D., Ga´ sperov M. Bond additive modeling 1. Adriatic indices.ˇ Croatica Chemica Acta, 2010, 83 (3), P. 243–260.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Furtula B., Graovac A., Vukicceviˇ c D. Augmented zagreb index.´ Journal of Mathematical Chemistry, 2010, 48 (2), P. 370–380.</mixed-citation><mixed-citation xml:lang="en">Furtula B., Graovac A., Vukicceviˇ c D. Augmented zagreb index.´ Journal of Mathematical Chemistry, 2010, 48 (2), P. 370–380.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Sedlar J., Stevanovic D., Vasilyev A. On the inverse sum indeg index.´ Discrete Applied Mathematics, 2015, 184, P. 202–212.</mixed-citation><mixed-citation xml:lang="en">Sedlar J., Stevanovic D., Vasilyev A. On the inverse sum indeg index.´ Discrete Applied Mathematics, 2015, 184, P. 202–212.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Hamzeh A., Reti T. An Analogue of Zagreb Index Inequality Obtained from Graph Irregularity Measures.´ Match Commun. Math. Comput. Chem., 2014, 72, P. 669–683.</mixed-citation><mixed-citation xml:lang="en">Hamzeh A., Reti T. An Analogue of Zagreb Index Inequality Obtained from Graph Irregularity Measures.´ Match Commun. Math. Comput. Chem., 2014, 72, P. 669–683.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Miliceviˇ c A., Nikoli´ c S., Trinajsti´ c N. On reformulated zagreb indices.´ Molecular Diversity, 2004, 8, P. 393–399.</mixed-citation><mixed-citation xml:lang="en">Miliceviˇ c A., Nikoli´ c S., Trinajsti´ c N. On reformulated zagreb indices.´ Molecular Diversity, 2004, 8, P. 393–399.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Amic D., Be´ slo D., et al. The vertex-connectivity index revisited.ˇ Journal of Chemical Information and Computer Sciences, 1998, 38 (5), P. 819–822.</mixed-citation><mixed-citation xml:lang="en">Amic D., Be´ slo D., et al. The vertex-connectivity index revisited.ˇ Journal of Chemical Information and Computer Sciences, 1998, 38 (5), P. 819–822.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Albertson M. The irregularity of a graph. Ars. Combin., 1997, 46, P. 219–225.</mixed-citation><mixed-citation xml:lang="en">Albertson M. The irregularity of a graph. Ars. Combin., 1997, 46, P. 219–225.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Bell F. A note on the irregularity of graphs. Linear Algebra Appl., 1992, 161, P. 45–54.</mixed-citation><mixed-citation xml:lang="en">Bell F. A note on the irregularity of graphs. Linear Algebra Appl., 1992, 161, P. 45–54.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Randic M. Characterization of molecular branching.´ Journal of the American Chemical Society, 1975, 97 (23), P. 6609–6615.</mixed-citation><mixed-citation xml:lang="en">Randic M. Characterization of molecular branching.´ Journal of the American Chemical Society, 1975, 97 (23), P. 6609–6615.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Haidong Zheng, Jian Zhen Ou, et al. Nanostructured Tungsten Oxide-Properties, Synthesis, and Applications. Adv. Funct. Mater., 2011, 21, P. 2175–2196.</mixed-citation><mixed-citation xml:lang="en">Haidong Zheng, Jian Zhen Ou, et al. Nanostructured Tungsten Oxide-Properties, Synthesis, and Applications. Adv. Funct. Mater., 2011, 21, P. 2175–2196.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Liu X., Wang F., Wang Q. Nanostructure-based WO3 Photoanodes for Photoelectrochemical Water Splitting. Phys. Chem. Chem. Phys., 2012, 14, P. 7894–7911.</mixed-citation><mixed-citation xml:lang="en">Liu X., Wang F., Wang Q. Nanostructure-based WO3 Photoanodes for Photoelectrochemical Water Splitting. Phys. Chem. Chem. Phys., 2012, 14, P. 7894–7911.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Chang-Mou Wu., Saba Naseem, et al. Recent Advances in Tungsten-Oxide-Based Materials and Their Applications. Front. Mater., 2019, 6 (49), P. 1–17.</mixed-citation><mixed-citation xml:lang="en">Chang-Mou Wu., Saba Naseem, et al. Recent Advances in Tungsten-Oxide-Based Materials and Their Applications. Front. Mater., 2019, 6 (49), P. 1–17.</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Jijie Zhang, Peng Zhang, Tuo Wang, Jinlong Gong. Monoclinic WO3 nanomultilayers with preferentially exposed (002) facets for photoelectrochemical water splitting. Nano Energy, 2015, 11, P. 189–195.</mixed-citation><mixed-citation xml:lang="en">Jijie Zhang, Peng Zhang, Tuo Wang, Jinlong Gong. Monoclinic WO3 nanomultilayers with preferentially exposed (002) facets for photoelectrochemical water splitting. Nano Energy, 2015, 11, P. 189–195.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
