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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">mnsms</journal-id>
      <journal-title-group>
        <journal-title>Modeling and Numerical Simulation of Material Science</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2164-5353</issn>
      <issn pub-type="ppub">2164-5345</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/mnsms.2026.163003</article-id>
      <article-id pub-id-type="publisher-id">mnsms-152425</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Chemistry</subject>
          <subject>Materials Science</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Numerical Performance Analysis of an Environment-Friendly High-Efficiency Copper-Based Perovskite Solar Cell Using SCAPS-1D Software</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Biswas</surname>
            <given-names>Sunirmal Kumar</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Rumel</surname>
            <given-names>Shahariar Hasan</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Shuvo</surname>
            <given-names>Hossain Mohammad Maruf Rahman</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Shorif</surname>
            <given-names>Md</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Akbar</surname>
            <given-names>Jalal Uddin Mohammad</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Ahmed</surname>
            <given-names>Md. Mostak</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Karmaker</surname>
            <given-names>Palash Chandra</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Electrical and Electronic Engineering, Prime University, Dhaka, Bangladesh </aff>
      <aff id="aff2"><label>2</label> Department of Physics, Gono Bishwabidyalay, Savar, Dhaka, Bangladesh </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>08</day>
        <month>07</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>07</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>03</issue>
      <fpage>45</fpage>
      <lpage>59</lpage>
      <history>
        <date date-type="received">
          <day>28</day>
          <month>04</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>05</day>
          <month>07</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>08</day>
          <month>07</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/mnsms.2026.163003">https://doi.org/10.4236/mnsms.2026.163003</self-uri>
      <abstract>
        <p>In this research, we investigated the potential of the hybrid organic-inorganic material (CH<sub>3</sub>NH<sub>3</sub>)<sub>2</sub>CuCl<sub>4</sub> as an absorber in perovskite solar cells (PSCs). Perovskite solar cells are becoming more popular as a potential boost to the efficiency of traditional photovoltaic cells. The advantages of this cell over commercial silicon or other organic and inorganic solar cells are its high efficiency and eco-friendliness. In this study, we used the SCAPS-1D software to improve device performance parameters, employing ZnSe as the electron transport layer and SrCu<sub>2</sub>O<sub>2</sub>, a promising hole-transport material identified in (CH<sub>3</sub>NH<sub>3</sub>)<sub>2</sub>CuCl<sub>4</sub>-based perovskite solar cells (PSCs). To further enhance device performance, we have analyzed the effects of absorber and buffer layer thickness, acceptor density, absorber defect density, and interfacial defect densities at the ETL/Absorber and Absorber/HTL interfaces. In addition, we analyzed the effects of operating temperature, series resistance, and shunt resistance on the quantum efficiency, back contact materials, current density-voltage, and overall optimum device performance. Gold is utilized for the back contact. The efficient perovskite solar cell achieved an exceptionally high efficiency of 28.5% with a 0.05 μm buffer layer and a 0.6 μm absorber layer. The proposed solar cell structure may enable high-performance perovskite solar cells.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Solar Energy</kwd>
        <kwd>Perovskite Solar Cell</kwd>
        <kwd>Thin Film</kwd>
        <kwd>SCAPS-1D</kwd>
        <kwd>SrCu&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;2&lt;/sub&gt;</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Scientists have been studying alternative energies for decades, since fossil fuels are dirty and finite. We will inevitably look for other energy sources. Fossil fuel sources are becoming harder to find. Consequently, the focus of scientific inquiry has shifted to sustainable energy, with solar energy remaining the primary source. Directly converting solar radiation into electrical power is a form of harnessing solar energy [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B2">2</xref>]. The development of third-generation thin-film photovoltaic (PV) technology has led to perovskite solar cells (PSCs). Perovskite solar cells have mechanical, optical, and physical characteristics that make them appropriate for photovoltaic systems. Scholars have examined some of these attributes through density functional theory and first-principles computation [<xref ref-type="bibr" rid="B3">3</xref>]-[<xref ref-type="bibr" rid="B6">6</xref>].</p>
      <p>Double- or stacked-perovskite materials are the most promising approach for creating lead-free PSCs. This technique substitutes one monovalent M<sup>+</sup> cation and one divalent M<sup>2+</sup> cation for the traditional two divalent Pb cations inside the perovskite structure. Consequently, these double perovskites have the following chemical structure: A<sub>2</sub>M<sup>+</sup>M<sup>2+</sup>X<sub>6</sub>, where A can be CH(NH<sub>2</sub>) or CH<sub>3</sub>NH<sup>3+</sup> [<xref ref-type="bibr" rid="B7">7</xref>]. With its creative structural design, ecologically friendly PSCs could be produced without sacrificing functionality, providing a more sustainable and clean method of solar energy harvesting. We used ZnSe as a buffer layer because it is low-cost and highly transparent, which improves overall device efficiency [<xref ref-type="bibr" rid="B8">8</xref>]. With a broad 2.7 eV bandgap, ZnSe is a significant technical optoelectronic semiconductor. ZnSe is a suitable replacement for solar photovoltaic cells. It is regarded as a crucial technical material because of its potential uses in various optical and electrical devices, as well as in buffer and window materials for thin-film heterojunction solar cells [<xref ref-type="bibr" rid="B9">9</xref>]. This study used SrCu<sub>2</sub>O<sub>2</sub> as an HTL layer because oxides are more chemically stable and less moisture-sensitive than many organic or halide materials. Using SrCu<sub>2</sub>O<sub>2</sub> may improve device stability, particularly in operational/ambient exposure. For SCAPS modeling, this supports selecting buffer parameters with less drift (stable defect densities and lifetimes) and exploring stability under temperature variation [<xref ref-type="bibr" rid="B10">10</xref>]. It has been discovered that inorganic p-type transparent conductive oxides (TCOs), such as SrCu<sub>2</sub>O<sub>2</sub>, are excellent hole conductors for solar cells with suitable valence and conduction band positions [<xref ref-type="bibr" rid="B11">11</xref>]-[<xref ref-type="bibr" rid="B14">14</xref>].</p>
      <p>The proposed perovskite solar cell used (CH<sub>3</sub>NH<sub>3</sub>)<sub>2</sub>CuCl<sub>4</sub> as an absorber layer for Lead-free, lower toxicity, replacing Pb with Cu makes (CH<sub>3</sub>NH<sub>3</sub>)<sub>2</sub>CuCl<sub>4</sub> an attractive, environmentally friendlier absorber for lead-free perovskite device concepts, which is an important design consideration in simulation studies to explore non-toxic alternatives [<xref ref-type="bibr" rid="B15">15</xref>]. And also used ITO as an ETL layer because it has a realistic bandgap of ITO (~3.5 - 4.0 eV), so it doesn’t absorb visible light significantly [<xref ref-type="bibr" rid="B16">16</xref>]. In this simulation, we introduce an ITO/ZnSe/(CH<sub>3</sub>NH<sub>3</sub>)<sub>2</sub>CuCl<sub>4</sub> /SrCu<sub>2</sub>O<sub>2</sub>/Au perovskite solar cell. During this simulation, a total efficiency of 28.5% was gained. This proposed perovskite solar cell can be used for its high-efficiency application.</p>
    </sec>
    <sec id="sec2">
      <title>2. Numerical Simulation and Parameters of Materials</title>
      <p>The computational model’s framework provides an understanding of the fundamentals of solar cells and the key parameters influencing their performance. Crucial one-dimensional semiconductor equations can be solved directly through the SCAPS-1D software [<xref ref-type="bibr" rid="B17">17</xref>]. The continuity equations for electrons and holes are as follows:</p>
      <disp-formula id="FD1">
        <label>(1)</label>
        <mml:math display="inline">
          <mml:mrow>
            <mml:mo>
            </mml:mo>
            <mml:mo>−</mml:mo>
            <mml:mrow>
              <mml:mo>(</mml:mo>
              <mml:mrow>
                <mml:mfrac>
                  <mml:mn>1</mml:mn>
                  <mml:mi>q</mml:mi>
                </mml:mfrac>
              </mml:mrow>
              <mml:mo>)</mml:mo>
            </mml:mrow>
            <mml:mfrac>
              <mml:mrow>
                <mml:msub>
                  <mml:mi>d</mml:mi>
                  <mml:mrow>
                    <mml:mi>j</mml:mi>
                    <mml:mi>n</mml:mi>
                  </mml:mrow>
                </mml:msub>
              </mml:mrow>
              <mml:mrow>
                <mml:mi>d</mml:mi>
                <mml:mi>x</mml:mi>
              </mml:mrow>
            </mml:mfrac>
            <mml:mo>−</mml:mo>
            <mml:mi>U</mml:mi>
            <mml:mi>n</mml:mi>
            <mml:mo>+</mml:mo>
            <mml:mi>G</mml:mi>
            <mml:mo>=</mml:mo>
            <mml:mfrac>
              <mml:mrow>
                <mml:msub>
                  <mml:mi>d</mml:mi>
                  <mml:mi>n</mml:mi>
                </mml:msub>
              </mml:mrow>
              <mml:mrow>
                <mml:mi>d</mml:mi>
                <mml:mi>t</mml:mi>
              </mml:mrow>
            </mml:mfrac>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <disp-formula id="FD2">
        <label>(2)</label>
        <mml:math display="inline">
          <mml:mrow>
            <mml:mo>
            </mml:mo>
            <mml:mo>−</mml:mo>
            <mml:mrow>
              <mml:mo>(</mml:mo>
              <mml:mrow>
                <mml:mfrac>
                  <mml:mn>1</mml:mn>
                  <mml:mi>q</mml:mi>
                </mml:mfrac>
              </mml:mrow>
              <mml:mo>)</mml:mo>
            </mml:mrow>
            <mml:mfrac>
              <mml:mrow>
                <mml:msub>
                  <mml:mi>d</mml:mi>
                  <mml:mrow>
                    <mml:mi>j</mml:mi>
                    <mml:mi>p</mml:mi>
                  </mml:mrow>
                </mml:msub>
              </mml:mrow>
              <mml:mrow>
                <mml:mi>d</mml:mi>
                <mml:mi>x</mml:mi>
              </mml:mrow>
            </mml:mfrac>
            <mml:mo>−</mml:mo>
            <mml:mi>U</mml:mi>
            <mml:mi>p</mml:mi>
            <mml:mo>+</mml:mo>
            <mml:mi>G</mml:mi>
            <mml:mo>=</mml:mo>
            <mml:mfrac>
              <mml:mrow>
                <mml:msub>
                  <mml:mi>d</mml:mi>
                  <mml:mi>p</mml:mi>
                </mml:msub>
              </mml:mrow>
              <mml:mrow>
                <mml:mi>d</mml:mi>
                <mml:mi>t</mml:mi>
              </mml:mrow>
            </mml:mfrac>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <p>where <italic>Jn</italic>and <italic>Jp</italic> are electron and hole current densities, and <italic>G</italic> is the generation rate. The Poisson equation is</p>
      <disp-formula id="FD3">
        <label>(3)</label>
        <mml:math display="inline">
          <mml:mrow>
            <mml:mfrac>
              <mml:mrow>
                <mml:msup>
                  <mml:mi>d</mml:mi>
                  <mml:mn>2</mml:mn>
                </mml:msup>
              </mml:mrow>
              <mml:mrow>
                <mml:mi>d</mml:mi>
                <mml:msup>
                  <mml:mi>x</mml:mi>
                  <mml:mn>2</mml:mn>
                </mml:msup>
              </mml:mrow>
            </mml:mfrac>
            <mml:mi>ψ</mml:mi>
            <mml:mrow>
              <mml:mo>(</mml:mo>
              <mml:mi>x</mml:mi>
              <mml:mo>)</mml:mo>
            </mml:mrow>
            <mml:mo>=</mml:mo>
            <mml:mfrac>
              <mml:mi>e</mml:mi>
              <mml:mrow>
                <mml:msub>
                  <mml:mi>ε</mml:mi>
                  <mml:mi>o</mml:mi>
                </mml:msub>
                <mml:mo>⋅</mml:mo>
                <mml:msub>
                  <mml:mi>ε</mml:mi>
                  <mml:mi>r</mml:mi>
                </mml:msub>
              </mml:mrow>
            </mml:mfrac>
            <mml:mrow>
              <mml:mo>[</mml:mo>
              <mml:mrow>
                <mml:mi>ρ</mml:mi>
                <mml:mrow>
                  <mml:mo>(</mml:mo>
                  <mml:mi>x</mml:mi>
                  <mml:mo>)</mml:mo>
                </mml:mrow>
                <mml:mo>−</mml:mo>
                <mml:mi>n</mml:mi>
                <mml:mrow>
                  <mml:mo>(</mml:mo>
                  <mml:mi>x</mml:mi>
                  <mml:mo>)</mml:mo>
                </mml:mrow>
                <mml:mo>+</mml:mo>
                <mml:msub>
                  <mml:mi>N</mml:mi>
                  <mml:mi>D</mml:mi>
                </mml:msub>
                <mml:mo>−</mml:mo>
                <mml:msub>
                  <mml:mi>N</mml:mi>
                  <mml:mi>A</mml:mi>
                </mml:msub>
                <mml:mo>+</mml:mo>
                <mml:msub>
                  <mml:mi>ρ</mml:mi>
                  <mml:mi>P</mml:mi>
                </mml:msub>
                <mml:mo>−</mml:mo>
                <mml:msub>
                  <mml:mi>ρ</mml:mi>
                  <mml:mi>n</mml:mi>
                </mml:msub>
              </mml:mrow>
              <mml:mo>]</mml:mo>
            </mml:mrow>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <p>The electrostatic potential is represented by <italic>ψ</italic>, the electrical charge is represented by <italic>e</italic>, the relative and vacuum permittivity by <italic>ε</italic><italic><sub>r</sub></italic> and <italic>ε</italic><sub>0</sub>, the concentrations of holes and electrons are represented by <italic>p</italic> and n, respectively, the charge impurities of the acceptor and donor types are represented by <italic>N</italic><italic><sub>A</sub></italic> and <italic>N</italic><italic><sub>D</sub></italic>, and the distributions of holes and electrons are represented by <italic>ρ</italic><italic><sub>p</sub></italic> and <italic>ρ</italic><italic><sub>n</sub></italic> [<xref ref-type="bibr" rid="B18">18</xref>]. The literature and the user manual for SCAPS, a very potent program for solar cell performance, provide descriptions of the program and the algorithms it employs [<xref ref-type="bibr" rid="B19">19</xref>]-[<xref ref-type="bibr" rid="B22">22</xref>]. For this (CH<sub>3</sub>NH<sub>3</sub>)<sub>2</sub>CuCl<sub>4</sub>-based Perovskite solar cell, <xref ref-type="fig" rid="fig1">Figure 1</xref> displays the schematic diagram. <xref ref-type="fig" rid="fig2">Figure 2</xref> presents the energy band alignment for various materials utilized in the proposed perovskite solar cell. <bold>Table 1</bold> shows the simulation of the material parameters used in the proposed solar cell. </p>
      <fig id="fig1">
        <label>Figure 1</label>
        <graphic xlink:href="https://html.scirp.org/file/2190229-rId21.jpeg?20260708021211" />
      </fig>
      <p>Figure 1. Schematic diagram of a proposed perovskite solar cell.</p>
      <fig id="fig2">
        <label>Figure 2</label>
        <graphic xlink:href="https://html.scirp.org/file/2190229-rId22.jpeg?20260708021211" />
      </fig>
      <p>Figure 2. Energy band alignment for various materials utilized in the proposed perovskite solar cell.</p>
      <p>Table 1. For the simulation, the material parameters were used in the proposed solar cell.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Material Parameter</bold>
              </td>
              <td>
                <bold>ITO</bold>
                [
                <xref ref-type="bibr" rid="B41">41</xref>
                ]
              </td>
              <td>
                <bold>ZnSe</bold>
                [
                <xref ref-type="bibr" rid="B9">9</xref>
                ]
              </td>
              <td>
                <bold>(CH</bold>
                <bold>
                  <sub>3</sub>
                </bold>
                <bold>NH</bold>
                <bold>
                  <sub>3</sub>
                </bold>
                <bold>)</bold>
                <bold>
                  <sub>2</sub>
                </bold>
                <bold>CuCl</bold>
                <bold>
                  <sub>4</sub>
                </bold>
                [
                <xref ref-type="bibr" rid="B15">15</xref>
                ]
              </td>
              <td>
                <bold>SrCu</bold>
                <bold>
                  <sub>2</sub>
                </bold>
                <bold>O</bold>
                <bold>
                  <sub>2</sub>
                </bold>
                [
                <xref ref-type="bibr" rid="B10">10</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>Thickness (μm)</td>
              <td>0.1</td>
              <td>0.05</td>
              <td>0.6</td>
              <td>0.2</td>
            </tr>
            <tr>
              <td>Band Gap (eV)</td>
              <td>3.5</td>
              <td>2.9</td>
              <td>1.2</td>
              <td>3.3</td>
            </tr>
            <tr>
              <td>Electron Affinity (eV)</td>
              <td>4</td>
              <td>4.1</td>
              <td>4.17</td>
              <td>2.2</td>
            </tr>
            <tr>
              <td>Dielectric Permittivity</td>
              <td>9</td>
              <td>10</td>
              <td>10</td>
              <td>9.7</td>
            </tr>
            <tr>
              <td>
                CB effective Density (cm
                <sup>−3</sup>
                )
              </td>
              <td>
                2.2 × 10
                <sup>18</sup>
              </td>
              <td>
                1.5 × 10
                <sup>18</sup>
              </td>
              <td>
                2 × 10
                <sup>18</sup>
              </td>
              <td>
                2 × 10
                <sup>20</sup>
              </td>
            </tr>
            <tr>
              <td>
                VB effective Density (cm
                <sup>−3</sup>
                )
              </td>
              <td>
                1.8 × 10
                <sup>19</sup>
              </td>
              <td>
                1.8 × 10
                <sup>19</sup>
              </td>
              <td>
                1.8 × 10
                <sup>18</sup>
              </td>
              <td>
                2 × 10
                <sup>21</sup>
              </td>
            </tr>
            <tr>
              <td>Electron Thermal Velocity (cm/s)</td>
              <td>
                10
                <sup>7</sup>
              </td>
              <td>
                10
                <sup>7</sup>
              </td>
              <td>
                10
                <sup>7</sup>
              </td>
              <td>
                10
                <sup>7</sup>
              </td>
            </tr>
            <tr>
              <td>Hole Thermal Velocity (cm/s)</td>
              <td>
                10
                <sup>7</sup>
              </td>
              <td>
                10
                <sup>7</sup>
              </td>
              <td>
                10
                <sup>7</sup>
              </td>
              <td>
                10
                <sup>7</sup>
              </td>
            </tr>
            <tr>
              <td>
                Electron Mobility (cm
                <sup>2</sup>
                /V-s)
              </td>
              <td>20</td>
              <td>50</td>
              <td>3</td>
              <td>0.1</td>
            </tr>
            <tr>
              <td>
                Hole Mobility (cm
                <sup>2</sup>
                /V-s)
              </td>
              <td>100</td>
              <td>20</td>
              <td>1</td>
              <td>0.46</td>
            </tr>
            <tr>
              <td>
                Donor Density N
                <sub>D</sub>
                (cm
                <sup>−3</sup>
                )
              </td>
              <td>
                1 × 10
                <sup>21</sup>
              </td>
              <td>
                1 × 10
                <sup>18</sup>
              </td>
              <td>0</td>
              <td>0</td>
            </tr>
            <tr>
              <td>
                Acceptor Density N
                <sub>A</sub>
                (cm
                <sup>−3</sup>
                )
              </td>
              <td>0</td>
              <td>0</td>
              <td>
                1 × 10
                <sup>18</sup>
              </td>
              <td>
                1 × 10
                <sup>17</sup>
              </td>
            </tr>
            <tr>
              <td>
                Total Defect Density (cm
                <sup>−3</sup>
                )
              </td>
              <td>
                1 × 10
                <sup>14</sup>
              </td>
              <td>
                1 × 10
                <sup>13</sup>
              </td>
              <td>
                1 × 10
                <sup>15</sup>
              </td>
              <td>
                1 × 10
                <sup>15</sup>
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec id="sec3">
      <title>3. Results and Discussions</title>
      <sec id="sec3dot1">
        <title>3.1. Effect of Absorber Layer Thickness</title>
        <p>The thickness of the absorber layer is a significant factor in establishing the device’s specifications. The absorber layer thickness on the perovskite solar cell (PSC) is depicted in <xref ref-type="fig" rid="fig3">Figure 3</xref>. The thickness of the absorber layer varies from 0.2 µm to 2 µm. <xref ref-type="fig" rid="fig3">Figure 3</xref> shows that all solar cell performance parameters, such as Open Circuit Voltage (Voc), Short Circuit Current (Isc), Fill Factor (FF), and efficiency, have improved. Efficiency increases from 22.8% to 28.5%, Isc from 24.62 mA/cm<sup>2</sup> to 34.76 mA/cm<sup>2</sup>, and FF from 85.05% to 85.5%. From 0.97 V to 0.94 V, Voc falls. Due to enhanced light absorption, the Power Conversion Efficiency (PCE) increases from 22.8% to 28.5%. By increasing the thickness of the absorber layer, the absorber layer improves light absorption and carrier generation, thereby increasing the short-circuit current density [<xref ref-type="bibr" rid="B23">23</xref>].</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId23.jpeg?20260708021212" />
        </fig>
        <p>Figure 3. Effect of absorber layer thickness on the solar cell parameters.</p>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Effect of Buffer Layer Thickness</title>
        <p><xref ref-type="fig" rid="fig4">Figure 4</xref> shows the effect of the Electron Transport Layer (ETL) layer on the perovskite solar cell. ETL thickness varies from 0.01 µm to 0.05 µm. It shows that all the PV parameters are slightly increased, but the values are almost constant. </p>
        <p>The change is negligible; in this simulation, 0.05 µm was the optimized ETL thickness, with an Open Circuit Voltage (Voc) of 0.95 V, a Short Circuit Current Density (Jsc) of 34.75 mA/cm<sup>2</sup>, a Fill Factor (FF) of 85.54%, and an efficiency of 28.5%. This suggests that there is not much impact of ETL thickness on the perovskite solar cells (PSC’s) electrical properties [<xref ref-type="bibr" rid="B24">24</xref>].</p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Effect of Series &amp; Shunt Resistance</title>
        <p><xref ref-type="fig" rid="fig5">Figure 5(a)-(b)</xref> illustrates how series and shunt resistance affect the solar cell. </p>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId24.jpeg?20260708021213" />
        </fig>
        <p>Figure 4. Effect of buffer layer thickness on the solar cell parameters.</p>
        <fig id="fig5">
          <label>Figure 5</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId25.jpeg?20260708021213" />
        </fig>
        <p>Figure 5. (a): Effect of series resistance on the solar cell parameters. (b): Effect of shunt resistance on the solar cell parameters.</p>
        <p>The series resistance is changed in <xref ref-type="fig" rid="fig5">Figure 5(a)</xref> from 0.5 Ω cm<sup>−2</sup> to 4 Ω cm<sup>−2</sup>. It has been noted that, apart from Jsc, all solar cell properties decrease as series resistance rises. Fill Factor (FF) diminishes as the series resistance increases. At higher resistance values, the short-circuit current decreases [<xref ref-type="bibr" rid="B25">25</xref>]. Here, equations 4 and 5 illustrate how series resistance affects the performance metrics.</p>
        <disp-formula id="FD4">
          <label>(4)</label>
          <mml:math display="inline">
            <mml:mrow>
              <mml:msub>
                <mml:mi>I</mml:mi>
                <mml:mrow>
                  <mml:mi>S</mml:mi>
                  <mml:mi>G</mml:mi>
                </mml:mrow>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:msub>
                <mml:mi>I</mml:mi>
                <mml:mi>o</mml:mi>
              </mml:msub>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>e</mml:mi>
                  <mml:mfrac>
                    <mml:mrow>
                      <mml:mi>V</mml:mi>
                      <mml:mi>o</mml:mi>
                      <mml:mi>c</mml:mi>
                      <mml:mi>q</mml:mi>
                    </mml:mrow>
                    <mml:mrow>
                      <mml:mi>n</mml:mi>
                      <mml:mi>k</mml:mi>
                      <mml:mi>T</mml:mi>
                    </mml:mrow>
                  </mml:mfrac>
                  <mml:mo>−</mml:mo>
                  <mml:mn>1</mml:mn>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <disp-formula id="FD5">
          <label>(5)</label>
          <mml:math display="inline">
            <mml:mrow>
              <mml:msub>
                <mml:mi>I</mml:mi>
                <mml:mrow>
                  <mml:mi>S</mml:mi>
                  <mml:mi>G</mml:mi>
                </mml:mrow>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:msub>
                <mml:mi>I</mml:mi>
                <mml:mi>l</mml:mi>
              </mml:msub>
              <mml:mo>−</mml:mo>
              <mml:msub>
                <mml:mi>I</mml:mi>
                <mml:mi>o</mml:mi>
              </mml:msub>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>e</mml:mi>
                  <mml:mfrac>
                    <mml:mrow>
                      <mml:mi>V</mml:mi>
                      <mml:mi>o</mml:mi>
                      <mml:mi>c</mml:mi>
                      <mml:mi>q</mml:mi>
                    </mml:mrow>
                    <mml:mrow>
                      <mml:mi>n</mml:mi>
                      <mml:mi>k</mml:mi>
                      <mml:mi>T</mml:mi>
                    </mml:mrow>
                  </mml:mfrac>
                  <mml:mo>−</mml:mo>
                  <mml:mn>1</mml:mn>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>−</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>V</mml:mi>
                    <mml:mrow>
                      <mml:mi>O</mml:mi>
                      <mml:mi>C</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                  <mml:mo>+</mml:mo>
                  <mml:msub>
                    <mml:mi>I</mml:mi>
                    <mml:mrow>
                      <mml:mi>S</mml:mi>
                      <mml:mi>C</mml:mi>
                      <mml:mi>R</mml:mi>
                      <mml:mi>S</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                </mml:mrow>
                <mml:mrow>
                  <mml:mi>r</mml:mi>
                  <mml:mi>s</mml:mi>
                  <mml:mi>h</mml:mi>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where R<sub>sh</sub> represents shunt resistance, and I<sub>L</sub> represents light-induced current. The math above shows that when R<sub>S</sub> rises, the Short Circuit Current (I<sub>SC</sub>) decreases [<xref ref-type="bibr" rid="B26">26</xref>][<xref ref-type="bibr" rid="B27">27</xref>]. <xref ref-type="fig" rid="fig5">Figure 5(b)</xref> demonstrates the effect of shunt resistance on the proposed perovskite solar cell (PSC). The shunt resistance is varied from 1E1 Ωcm<sup>−2</sup> to 1E7 Ωcm<sup>−2</sup>. As seen, all the parameters improve with variation. It’s noticeable that there isn’t much effect on the short circuit current. Shunt resistance losses predominantly originate from defect-state recombination; hence, higher shunt resistance indicates fewer defect states [<xref ref-type="bibr" rid="B28">28</xref>].</p>
      </sec>
      <sec id="sec3dot4">
        <title>3.4. Effect of Temperature</title>
        <p><xref ref-type="fig" rid="fig6">Figure 6</xref> shows the effect of temperature on the solar cell, with temperature ranging from 275 K to 400 K. All the metrics, except short-circuit current, decrease gradually. This may result from a decline in efficiency brought on by the defect density in the layers rising with temperature. Temperature-related increases in deformation stress may lead to a decrease in the device’s efficiency [<xref ref-type="bibr" rid="B29">29</xref>]. Here, Open Circuit Voltage (Voc) decreases from 0.987 V to 0.83 V, Fill Factor (FF) 86.5% to 80.2%, and Power </p>
        <fig id="fig6">
          <label>Figure 6</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId30.jpeg?20260708021213" />
        </fig>
        <p>Figure 6. Effect of temperature on the solar cell parameters.</p>
        <p>Conversion Efficiency (PCE) 29.3% to 23%. Because temperature alters the diffusion length, which raises the series resistance, the device’s FF and efficiency are reduced [<xref ref-type="bibr" rid="B30">30</xref>]. For this device simulation, an optimized temperature of 300 K was used.</p>
      </sec>
      <sec id="sec3dot5">
        <title>3.5. Effect of Defect Density</title>
        <p>The impact of absorber-layer defect density on the solar cell is shown in <xref ref-type="fig" rid="fig7">Figure 7</xref>. In this case, the defect varies between 1E12 cm<sup>−3</sup> and 1E18 cm<sup>−3</sup>. This variation affects every parameter in this case. Power Conversion Efficiency (PCE) decreases from 36% to 5%. Short Circuit Current (Isc) ranges from 35.6 mA/cm<sup>2</sup> to 11 mA/cm<sup>2</sup>, Fill Factor decreases (FF) from 87.6% to 65%, and Open Circuit Voltage (Voc) from 1.1 V to 0.62 V. An increase in defect density reduces carrier lifetimes because more recombination and traps are present, making paths more accessible. This lowers effective carrier mobility [<xref ref-type="bibr" rid="B31">31</xref>]. Defects must occur in all materials to achieve high efficiency at low defect concentrations [<xref ref-type="bibr" rid="B32">32</xref>]. For this reason, we selected an absorber layer defect density of 1E15 cm<sup>−3</sup>.</p>
        <fig id="fig7">
          <label>Figure 7</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId31.jpeg?20260708021213" />
        </fig>
        <p>Figure 7. Effect of defect density of absorber layer on the solar cell parameters.</p>
      </sec>
      <sec id="sec3dot6">
        <title>3.6. Quantum Efficiency</title>
        <p><xref ref-type="fig" rid="fig8">Figure 8</xref> shows the quantum efficiency vs wavelength characteristics curve. It shows the highest absorption in the visible wavelength range. There is a noticeable decline in quantum efficiency in the infrared. In this case, the absorber layer ranges from 0.2 to 2 µm. An optimal thickness of 0.6 µm was obtained for this simulation. <xref ref-type="fig" rid="fig8">Figure 8</xref> shows that as the absorber layer thickness increases, the quantum efficiency rises at longer wavelengths. This is because there aren’t enough photons in the absorber layer to generate sufficient electron-hole pairs [<xref ref-type="bibr" rid="B33">33</xref>].</p>
        <fig id="fig8">
          <label>Figure 8</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId32.jpeg?20260708021214" />
        </fig>
        <p>Figure 8. Quantum efficiency characteristics of the PSC solar cell.</p>
      </sec>
      <sec id="sec3dot7">
        <title>3.7. Current Density-Voltage Characteristics</title>
        <p><xref ref-type="fig" rid="fig9">Figure 9</xref> displays the solar cell’s J-V properties. In this simulation, the thickness of the absorber layer is adjusted from 0.2 µm to 2 µm.</p>
        <fig id="fig9">
          <label>Figure 9</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId33.jpeg?20260708021215" />
        </fig>
        <p>Figure 9. Current-voltage characteristics of the PSC solar cell.</p>
        <p>Here, 0.6 µm was the ideal thickness for the absorber layer, resulting in an Open Circuit Voltage (Voc) of 0.95 V, Short Circuit Current (Isc) of 34.75 mA/cm<sup>2</sup>, Fill Factor (FF) of 85.54%, and efficiency of 28.5%. When the absorber is thickened, the electron-hole pair is added, which raises the voltage and current [<xref ref-type="bibr" rid="B34">34</xref>].</p>
      </sec>
      <sec id="sec3dot8">
        <title>3.8. Interface Defect</title>
        <p><bold>Table 2</bold> shows the interface defect density for the device.</p>
        <p>Table 2. The interface defect density for the device.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Interface</bold>
                  <bold>Defect Parameters</bold>
                </td>
                <td>
                  <bold>ET L/Absorber</bold>
                </td>
                <td>
                  <bold>HTL/Absorber</bold>
                </td>
              </tr>
              <tr>
                <td>Defect Type</td>
                <td>Neutral</td>
                <td>Neutral</td>
              </tr>
              <tr>
                <td>
                  Capture Cross Section Electrons (cm
                  <sup>2</sup>
                  )
                </td>
                <td>1E−19</td>
                <td>1E−19</td>
              </tr>
              <tr>
                <td>
                  Capture Cross Section Holes (cm
                  <sup>2</sup>
                  )
                </td>
                <td>1E−19</td>
                <td>1E−19</td>
              </tr>
              <tr>
                <td>Energetic Distribution</td>
                <td>Single</td>
                <td>Single</td>
              </tr>
              <tr>
                <td>Reference for Defect Energy Level Et</td>
                <td>Above the Highest eV</td>
                <td>Above the Highest eV</td>
              </tr>
              <tr>
                <td>Energy with Respect to Reference (eV)</td>
                <td>0.6</td>
                <td>0.6</td>
              </tr>
              <tr>
                <td>
                  Total Density (Integrated Over All Energies) (cm
                  <sup>−</sup>
                  <sup>2</sup>
                  )
                </td>
                <td>1E10−1E14</td>
                <td>1E10−1E14</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot9">
        <title>3.9. Effect of ETL/Absorber and Absorber/HTL Interface Defect Density</title>
        <p>The impact of interface defect density on the suggested perovskite solar cell is depicted in <xref ref-type="fig" rid="fig10">Figure 10</xref>. This simulation changes the Electron Transport Layer (ETL)/Absorber layer and the Absorber/Hole Transport Layer (HTL) interface from 1E10 cm<sup>−</sup><sup>3</sup> to 1E14 cm<sup>−</sup><sup>3</sup>.</p>
        <fig id="fig10">
          <label>Figure 10</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId34.jpeg?20260708021216" />
        </fig>
        <p>Figure 10. (a): Effect of ETL/Absorber on the solar cell parameters. (b): Absorber/HTL defect density on the solar cell parameters.</p>
        <p>Through simulation, it is found that interface fault densities significantly impact all the parameters. Low photocurrent generation and overall efficiency are caused by high defect density because it creates mid-gap trap states that serve as recombination without radiation focal points, restricting diffusion length and carrier lifetime [<xref ref-type="bibr" rid="B35">35</xref>]. <xref ref-type="fig" rid="fig10">Figure 10(b)</xref> shows the Absorber/Hole Transport Layer (HTL) defect density on the proposed perovskite solar cell. High interface defect density causes efficiency to drop quickly. Defects cause recombination centers for charging carriers, which lowers efficiency and current density [<xref ref-type="bibr" rid="B36">36</xref>]. Because of this, an interface defect density of less than 1E11 cm<sup>−</sup><sup>3</sup> [<xref ref-type="bibr" rid="B37">37</xref>] and a thickness of 0.6 µm are required for the maximum efficiency.</p>
      </sec>
      <sec id="sec3dot10">
        <title>3.10. Effect of Back Contact Material</title>
        <p><bold>Table 3</bold> presents the Metal work function for different materials.</p>
        <p>Table 3. Metal work functions for different materials.</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>Back Contact Metal</td>
                <td>Ag</td>
                <td>Fe</td>
                <td>Au</td>
                <td>Cu</td>
                <td>Cu Doped C</td>
              </tr>
              <tr>
                <td>Work Function</td>
                <td>4.7</td>
                <td>4.8</td>
                <td>5.3</td>
                <td>4.6</td>
                <td>5.0</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>The metal’s quantity of energy is known as the work function or the number of photons necessary to eliminate a single electron from its surface [<xref ref-type="bibr" rid="B38">38</xref>]. Improved solar cell efficiencies have been associated with higher work function values [<xref ref-type="bibr" rid="B39">39</xref>][<xref ref-type="bibr" rid="B40">40</xref>]. Au and Pt are expensive metals frequently employed as back contacts in solar cells. In this work, simulations were conducted to identify an appropriate, commercially available metal for the back contact of the proposed device configuration. <xref ref-type="fig" rid="fig11">Figure 11</xref> shows the impact of various materials used for the back contact on the PCE. The maximum efficiency achieved in this instance was 28.5%.</p>
        <fig id="fig11">
          <label>Figure 11</label>
          <graphic xlink:href="https://html.scirp.org/file/2190229-rId35.jpeg?20260708021216" />
        </fig>
        <p>Figure 11. Different back contact materials’ effects on solar cells.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Conclusion</title>
      <p>A novel copper-based perovskite solar cell was studied using SCAPS 1D simulation software in this research. This study analyzes the effects of absorber layer thickness, buffer layer thickness, absorber layer defect density, series resistance, and shunt resistance to determine the optimized values. Furthermore, the quantum efficiency and current-voltage characteristics were investigated for the proposed perovskite solar cell. After simulation, the optimum values of the absorber layer thickness (0.6 µm) and the total defect density (N<sub>t</sub> = 1E15 cm<sup>−</sup><sup>3</sup>) were obtained. It’s observed that at 300K, the device performs at its highest level. After simulation, Voc 0.95 V, Jsc 34.75 mA/cm<sup>2</sup>, FF 85.54%, and efficiency 28.5% were obtained as the optimized values. Overall, this proposed perovskite solar cell is observed as a high-efficiency, green, and stable heterojunction cell.</p>
    </sec>
    <sec id="sec5">
      <title>Acknowledgements</title>
      <p>The authors would like to thank Dr. Marc Burgelman and his colleagues at the Department of Electronics and Information Systems (ELIS), University of Gent, Belgium, for providing the SCAPS simulation package.</p>
    </sec>
    <sec id="sec6">
      <title>Data Availability Statement</title>
      <p>The data that support the findings of this study are available from the corresponding author upon reasonable request.</p>
    </sec>
  </body>
  <back>
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