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<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">10.17586/2220-8054-2024-15-3-315-324</article-id><article-id custom-type="elpub" pub-id-type="custom">najo-57</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>Energy and spectral radius of Zagreb matrix of graph with applications</article-title><trans-title-group xml:lang="ru"><trans-title>Энергия и спектральный радиус Загребской матрицы графа с приложениями</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0004-0324-1835</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шетти</surname><given-names>Ш. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Shetty</surname><given-names>Sh. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Шашват С. Шетти</p><p>Манипальский технологический институт; кафедра математики</p><p>576104; Карнатака; Манипал</p></bio><bio xml:lang="en"><p>Shashwath S. Shetty</p><p>Manipal Institute of Technology; Department of Mathematics</p><p>576104; Karnataka; Manipal </p></bio><email xlink:type="simple">shashwathsshetty01334@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1526-5760</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бхат</surname><given-names>К А.</given-names></name><name name-style="western" xml:lang="en"><surname>Bhat</surname><given-names>K. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>К Арати Бхат</p><p>Манипальский технологический институт; кафедра математики</p><p>576104; Карнатака; Манипал</p></bio><bio xml:lang="en"><p>K. Arathi Bhat</p><p>Manipal Institute of Technology; Department of Mathematics</p><p>576104; Karnataka; Manipal </p></bio><email xlink:type="simple">arathi.bhat@manipal.edu</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Манипальская академия высшего образования</institution></aff><aff xml:lang="en"><institution>Manipal Academy of Higher Education</institution></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>01</day><month>06</month><year>2025</year></pub-date><volume>15</volume><issue>3</issue><fpage>315</fpage><lpage>324</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Shetty S.S., Bhat K.A., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Шетти Ш.С., Бхат К.А.</copyright-holder><copyright-holder xml:lang="en">Shetty S.S., Bhat K.A.</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/57">https://nanojournal.ifmo.ru/jour/article/view/57</self-uri><abstract><p>   The Z-matrix of a simple graph Γ is a square symmetric matrix, whose rows and columns correspond to the vertices of the graph and the ijth entry is equal to the sum of the degrees of ith and jth vertex, if the corresponding vertices are adjacent in Γ, and zero otherwise. The Zagreb eigenvalues of Γ are the eigenvalues of its Z-matrix and the Zagreb energy of Γ is the sum of absolute values of its Zagreb eigenvalues. We study the change in Zagreb energy of a graph when the edges of the graph are deleted or rotated. Suppose Γ is a graph obtained by identifying u ∈ V(Γ1) and v ∈ V(Γ2) or adding an edge between u and v, then it is important to study the relation between Zagreb energies of Γ1, Γ2 and Γ. The highlight of the paper is that, the acentric factor of n-alkanes appear to have a strong positive correlation (where the correlation coefficient is 0.9989) with energy of the Z-matrix. Also, the novel correlation of the density and refractive index of n-alkanes with spectral radius of the Z-matrix has been observed.</p></abstract><trans-abstract xml:lang="ru"><p>   Z-матрица простого графа Γ представляет собой квадратную симметричную матрицу, строки и столбцы которой соответствуют вершинам графа, а ij-й элемент равен сумме степеней i-й и j-й вершины, если соответствующие вершины смежны. в Γ и нулю в противном случае. Загребские собственные значения Γ являются собственными значениями его Z-матрицы, а загребская энергия Γ представляет собой сумму абсолютных значений его загребских собственных значений. Мы изучаем изменение загребской энергии графа при удалении или повороте ребер графа. Предположим, что Γ — граф, полученный отождествлением u ∈ V(Γ1) и v ∈ V(Γ2) или добавлением ребра между u и v, тогда важно изучить связь между загребскими энергиями Γ1, Γ2 и Γ. Изюминкой статьи является то, что ацентрический фактор н-алканов, по-видимому, имеет сильную положительную корреляцию (где коэффициент корреляции составляет 0,9989) с энергией Z-матрицы. Также наблюдалась новая корреляция плотности и показателя преломления n-алканов со спектральным радиусом Z-матрицы.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>спектральный радиус</kwd><kwd>энергия</kwd><kwd>Загребская матрица</kwd><kwd>ацентрический фактор</kwd><kwd>плотность</kwd><kwd>показатель преломления</kwd></kwd-group><kwd-group xml:lang="en"><kwd>spectral radius</kwd><kwd>energy</kwd><kwd>Zagreb matrix</kwd><kwd>acentric factor</kwd><kwd>density</kwd><kwd>refractive index</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">Gutman I. and Furtula B. Graph energies and their applications. Bulletin (Acad´emie serbe des sciences et des arts. 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