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<article xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.0" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="issn">2583-7214</journal-id>
      <journal-title-group>
        <journal-title>TMP Universal Journal of Research and Review Archives</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2583-7214</issn>
      <publisher>
        <publisher-name>Ms Ashvi Jain</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.69557/ujrra.v2i1.34</article-id>
      <title-group>
        <article-title>EVOLUTIONARY ALGORITHMS MOLECULAR EFFECT MODEL OPTIMIZATION FOR HIGH TEMPERATURE SUPERCONDUCTORS CUPRATES AND REVIEW OF TIN AND THALLIUM CLASSES</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Casesnoves</surname>
            <given-names>Francisco</given-names>
          </name>
          <xref ref-type="aff" rid="aff-1"/>
        </contrib>
      </contrib-group>
      <aff id="aff-1">PhD Engineering, MSc Physics-Mathematics, Physician. Independent Research Scientist. International Association of Advanced Materials, Sweden. Uniscience Global Scientific Member, Wyoming, USA</aff>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2023-03-15">
        <day>15</day>
        <month>03</month>
        <year>2023</year>
      </pub-date>
      <volume>2</volume>
      <issue>1</issue>
      <fpage>9</fpage>
      <lpage>27</lpage>
      <permissions>
        <copyright-statement>Copyright © 2023 Francisco  Casesnoves</copyright-statement>
        <copyright-year>2023</copyright-year>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0">
          <license-p>
            This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License which permits unrestricted use, sharing, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
            <uri xlink:href="https://creativecommons.org/licenses/by/4.0">https://creativecommons.org/licenses/by/4.0</uri>
          </license-p>
        </license>
      </permissions>
      <self-uri xlink:href="https://tmp.twistingmemoirs.com/index.php/ujrra/article/view/34"/>
      <abstract>
        <p>Genetic Algorithms (GA) Artificial Intelligence (AI) software was applied in 3D Graphical and Interior Optimization methods for several High Temperature Superconductors (HTSCs) classes. Namely, Hg-Cuprates HTSCs, [ Hg-Ba-Ca-Cu-O ] with [ TC &amp;gt; 0° ], and a extent review for Tin ( Sn ) class with [ TC &amp;gt; 0° ], and Thallium ( Tl ) one subject to [ TC ˂ 0° , TC &amp;gt; 0° ] in Molecular Effect Model (MEM). Results comprise both improvements and evaluation with Tikhonov Regularization Functionals algorithms for these HTSCs groups without using objective function logarithmic changes. Results also prove the differences among these classes for Molecular Effect Model (MEM) previously developed hypothesis. Solutions show a series of 2D/3D imaging process charts complemented with a group of numerical results. Electronics Physics applications for Superconductors and High Temperature Superconductors and Medical Technology are specified for MEM and presented.</p>
      </abstract>
      <kwd-group>
        <title>Keywords</title>
        <kwd>Genetic Algorithms (GA)</kwd>
        <kwd>Molecular Effect Model (MEM)</kwd>
        <kwd>Interior Optimization (IO)</kwd>
        <kwd>Graphical Optimization (GO)</kwd>
        <kwd>Systems of Nonlinear Equations</kwd>
        <kwd>Critical Temperature (TC )</kwd>
        <kwd>Tikhonov Regularization (TR)</kwd>
        <kwd>Inverse Least Squares (ILS)</kwd>
        <kwd>Electronics Superconductors</kwd>
        <kwd>High-Temperature Superconductors (HTSC)</kwd>
        <kwd>BCS Theory</kwd>
        <kwd>Cuprates HTSCs [ Hg-Ba-Ca-Cu-O ] </kwd>
        <kwd>Tin Molecular HTSC Group, [ Sn-Sb-Te-Ba-Mn-Cu-O ]</kwd>
        <kwd>Thallium Molecular HTSC Group, [ Tl-Sn-Pb-Ba-Si-Mn-Mg-Cu-O ]</kwd>
        <kwd>Molecular Mass (MO)</kwd>
        <kwd>BCS Theory</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>