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<article article-type="research-article" dtd-version="1.3" xml:lang="en">
  <front xmlns:xlink="http://www.w3.org/1999/xlink">
    <journal-meta>
      <journal-title-group>
        <journal-title>St. Petersburg Polytechnic University Journal: Physics and Mathematics</journal-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Научно-технические ведомости СПбГПУ. Физико-математические науки</trans-title>
        </trans-title-group>
      </journal-title-group>
      <issn pub-type="epub">2304-9782, 2618-8686, 2405-7223</issn>
    </journal-meta>
    <article-meta xmlns:xlink="http://www.w3.org/1999/xlink">
      <article-id pub-id-type="publisher-id">7</article-id>
      <article-id pub-id-type="doi">10.18721/JPM.16307</article-id>
      <title-group>
        <article-title>Optimization of the microstructure of composite materials taking into account the constraints on their properties</article-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Оптимизация микроструктуры композиционных материалов с учетом ограничений на их свойства</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Grishchenko</surname>
            <given-names>Alexei</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>gai-gr@yandex.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ignatovich</surname>
            <given-names>Igor</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>i.ignatovich@spbu.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Petrosian</surname>
            <given-names>Ovanes</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>o.petrosyan@spbu.ru</email>
        </contrib>
      </contrib-group>
      <aff id="aff1">St. Petersburg State University</aff>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2023-09-30">
        <day>30</day>
        <month>09</month>
        <year>2023</year>
      </pub-date>
      <volume>16</volume>
      <issue>3</issue>
      <fpage>73</fpage>
      <lpage>86</lpage>
      <self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pdf" xlink:href="https://physmath.spbstu.ru/userfiles/files/articles/2023/3/07-Grishchenko.pdf"/>
      <abstract xml:lang="en">
        <p>In the paper, an approach to optimizing the microstructure of composite materials under given restrictions on its properties has been put forward. The approach is based on the application of conditional optimization methods. The effective elastic properties were determined using the finite element homogenization procedure. As an example, the fiber-reinforced composite with ball-shaped inclusions was optimized taking into account the limitations on its thermal conductivity and elastic modulus at macro level using artificial intellect methods.</p>
      </abstract>
      <kwd-group xml:lang="en">
        <kwd>composite material</kwd>
        <kwd>homogenization</kwd>
        <kwd>finite element method</kwd>
        <kwd>сonditional optimization</kwd>
        <kwd>artificial intellect method</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
