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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.4" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">msce</journal-id>
      <journal-title-group>
        <journal-title>Journal of Materials Science and Chemical Engineering</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2327-6053</issn>
      <issn pub-type="ppub">2327-6045</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/msce.2026.144001</article-id>
      <article-id pub-id-type="publisher-id">msce-150602</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>Donor-Doping Optimization of In2S3 Buffer Layers in CIGS Solar Cells: A TCAD Diagnostic of Transport-Recombination-Leakage Competition via Rs and Rsh</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Gning</surname>
            <given-names>Youssou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Biagui</surname>
            <given-names>Marcel</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Toure</surname>
            <given-names>Moussa</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Toure</surname>
            <given-names>Aly</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0000-0003-0695-553X</contrib-id>
          <name name-style="western">
            <surname>Samb</surname>
            <given-names>Mamadou Lamine</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Physics and Chemistry, University Iba Der Thiam of Thies, Thies, Senegal </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>02</day>
        <month>04</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>04</month>
        <year>2026</year>
      </pub-date>
      <volume>14</volume>
      <issue>04</issue>
      <fpage>1</fpage>
      <lpage>19</lpage>
      <history>
        <date date-type="received">
          <day>02</day>
          <month>03</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>30</day>
          <month>03</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>02</day>
          <month>04</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/msce.2026.144001">https://doi.org/10.4236/msce.2026.144001</self-uri>
      <abstract>
        <p>This work presents a comprehensive numerical study aimed at optimizing the performance of CIGS (Cu(In, Ga)Se<sub>2</sub>) solar cells incorporating indium sulfide (In<sub>2</sub>S<sub>3</sub>) as a non-toxic buffer layer alternative to conventional CdS. Two-dimensional simulations were performed using the SILVACO ATLAS device simulator, based on the self-consistent solution of Poisson’s equation and carrier continuity equations within the drift-diffusion framework under standard AM1.5G illumination (100 mW∙cm<sup>−</sup><sup>2</sup>) at 300 K. The study focuses on the impact of the donor concentration <italic>N</italic><italic><sub>D</sub></italic> in the In<sub>2</sub>S<sub>3</sub> buffer layer, varied from 10<sup>16</sup> to 7 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>. Its influence was evaluated through the main photovoltaic parameters: short-circuit current density (<italic>J</italic><italic><sub>SC</sub></italic>), open-circuit voltage (<italic>V</italic><italic><sub>OC</sub></italic>), fill factor (<italic>FF</italic>), and power conversion efficiency (<italic>η</italic>), as well as the parasitic resistances (<italic>R</italic><italic><sub>s</sub></italic> and <italic>R</italic><italic><sub>sh</sub></italic>). The results reveal a non-monotonic dependence of device performance on <italic>N</italic><italic><sub>D</sub></italic>, highlighting the existence of an optimal trade-off between transport improvement and recombination enhancement. A maximum efficiency of 19.3% is obtained at <italic>N</italic><italic><sub>D</sub></italic> = 6 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>. In the low-doping regime (~10<sup>16</sup> cm<sup>−</sup><sup>3</sup>), the efficiency remains limited (16.6%) mainly due to insufficient buffer-layer conductivity and relatively high series resistance, which constrain carrier extraction and reduce the fill factor. As <italic>N</italic><italic><sub>D</sub></italic> increases toward the intermediate range (10<sup>16</sup> to 7 × 10<sup>1</sup><sup>6</sup> cm<sup>−</sup><sup>3</sup>), enhanced conductivity improves electron transport, reduces <italic>R</italic><italic><sub>s</sub></italic>, and promotes better current collection, leading to simultaneous gains in <italic>J</italic><italic><sub>SC</sub></italic> and <italic>FF</italic>. Beyond the optimum, however, performance degradation becomes dominant. At higher donor concentrations (≳5 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>), <italic>η</italic> decreases and stabilizes around 14.0%, corresponding to an overall loss of approximately 27% compared with the optimum. This drop is primarily governed by the strong reduction of <italic>V</italic><italic><sub>OC</sub></italic>, indicating that recombination mechanisms increasingly dominate over resistive improvements. Although FF may remain high at large <italic>N</italic><italic><sub>D</sub></italic> due to reduced <italic>R</italic><italic><sub>s</sub></italic> and increased <italic>R</italic><italic><sub>sh</sub></italic>, these resistive benefits cannot compensate for the voltage loss. Overall, the analysis confirms that buffer-layer doping must be carefully optimized: moderate doping improves transport, whereas excessive doping irreversibly limits device efficiency by enhancing recombination and reducing <italic>V</italic><italic><sub>OC</sub></italic>.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>CIGS Solar Cells</kwd>
        <kwd>In&lt;sub&gt;2&lt;/sub&gt;S&lt;sub&gt;3&lt;/sub&gt; Buffer Layer</kwd>
        <kwd>Donor Concentration</kwd>
        <kwd>TCAD Simulation</kwd>
        <kwd>SILVACO ATLAS</kwd>
        <kwd>Interface Recombination</kwd>
        <kwd>Series Resistance</kwd>
        <kwd>Shunt Resistance</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Cu(In, Ga)Se<sub>2</sub> (CIGS) solar cells are among the most efficient thin-film photovoltaic technologies, with certified efficiencies exceeding 23% [<xref ref-type="bibr" rid="B1">1</xref>]. Their conventional architecture consists of a p-type CIGS absorber combined with an n-type buffer layer, most commonly cadmium sulfide (CdS). Although CdS provides favorable band alignment and effective interface passivation, its use raises environmental concerns due to cadmium toxicity. Moreover, its bandgap (~2.42 eV) can lead to parasitic absorption in the short-wavelength region of the solar spectrum, thereby reducing the photocurrent [<xref ref-type="bibr" rid="B2">2</xref>].</p>
      <p>In this context, indium sulfide (In<sub>2</sub>S<sub>3</sub>) has emerged as a promising Cd-free alternative owing to its wide bandgap, high optical transparency, and good chemical stability, while maintaining competitive device performance in CIGS structures [<xref ref-type="bibr" rid="B3">3</xref>][<xref ref-type="bibr" rid="B4">4</xref>]. However, the electrical properties of the buffer layer, particularly the donor concentration, strongly influence carrier transport, recombination mechanisms, and band alignment at the heterojunction, making their optimization essential for device performance.</p>
      <p>In this work, the influence of donor concentration in the In<sub>2</sub>S<sub>3</sub> buffer layer is investigated using SILVACO ATLAS simulations. The donor concentration is varied from 10<sup>16</sup> to 7 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup> to evaluate its impact on the key photovoltaic parameters (<italic>V</italic><italic><sub>OC</sub></italic>, <italic>J</italic><italic><sub>SC</sub></italic>, <italic>FF</italic>, and <italic>η</italic>), with the objective of identifying the optimal doping conditions for high-performance Cd-free CIGS solar cells.</p>
    </sec>
    <sec id="sec2">
      <title>2. Methodology</title>
      <p>The numerical simulations were performed using SILVACO ATLAS, a Technology Computer-Aided Design (TCAD) software widely employed for semiconductor device modeling. The simulation framework is based on the self-consistent solution, in two or three dimensions, of the fundamental equations governing carrier transport in semiconductors, namely Poisson’s equation, the continuity equations, and the drift-diffusion transport model [<xref ref-type="bibr" rid="B3">3</xref>]-[<xref ref-type="bibr" rid="B6">6</xref>].</p>
      <p><bold>Poisson’s Equation</bold></p>
      <p>Poisson’s equation relates the electrostatic potential <inline-formula><mml:math><mml:mi> ψ </mml:mi></mml:math></inline-formula> to the space charge density <inline-formula><mml:math><mml:mi> ρ </mml:mi></mml:math></inline-formula> within the device:</p>
      <disp-formula id="FD1">
        <label>(1)</label>
        <mml:math>
          <mml:mrow>
            <mml:mi>d</mml:mi>
            <mml:mi>i</mml:mi>
            <mml:mi>v</mml:mi>
            <mml:mrow>
              <mml:mo>(</mml:mo>
              <mml:mrow>
                <mml:mi>ε</mml:mi>
                <mml:mo>∇</mml:mo>
                <mml:mi>ψ</mml:mi>
              </mml:mrow>
              <mml:mo>)</mml:mo>
            </mml:mrow>
            <mml:mo>=</mml:mo>
            <mml:mo>−</mml:mo>
            <mml:mi>ρ</mml:mi>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <p>where <inline-formula><mml:math><mml:mi> ε </mml:mi></mml:math></inline-formula> denotes the local permittivity.</p>
      <p>Considering free carriers and ionized impurities, the equation can be expressed as:</p>
      <disp-formula id="FD2">
        <label>(2)</label>
        <mml:math>
          <mml:mrow>
            <mml:mi>d</mml:mi>
            <mml:mi>i</mml:mi>
            <mml:mi>v</mml:mi>
            <mml:mrow>
              <mml:mo>(</mml:mo>
              <mml:mrow>
                <mml:mo>∇</mml:mo>
                <mml:mi>ψ</mml:mi>
              </mml:mrow>
              <mml:mo>)</mml:mo>
            </mml:mrow>
            <mml:mo>=</mml:mo>
            <mml:mtext>Δ</mml:mtext>
            <mml:mi>ψ</mml:mi>
            <mml:mo>=</mml:mo>
            <mml:mo>−</mml:mo>
            <mml:mfrac>
              <mml:mi>q</mml:mi>
              <mml:mi>ε</mml:mi>
            </mml:mfrac>
            <mml:mrow>
              <mml:mo>[</mml:mo>
              <mml:mrow>
                <mml:mi>p</mml:mi>
                <mml:mo>−</mml:mo>
                <mml:mi>n</mml:mi>
                <mml:mo>+</mml:mo>
                <mml:msubsup>
                  <mml:mi>N</mml:mi>
                  <mml:mi>D</mml:mi>
                  <mml:mo>+</mml:mo>
                </mml:msubsup>
                <mml:mo>−</mml:mo>
                <mml:msubsup>
                  <mml:mi>N</mml:mi>
                  <mml:mi>A</mml:mi>
                  <mml:mo>−</mml:mo>
                </mml:msubsup>
              </mml:mrow>
              <mml:mo>]</mml:mo>
            </mml:mrow>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <p>where <inline-formula><mml:math><mml:mi> n </mml:mi></mml:math></inline-formula> and <inline-formula><mml:math><mml:mi> p </mml:mi></mml:math></inline-formula> are the electron and hole concentrations, respectively, <inline-formula><mml:math><mml:mrow><mml:msubsup><mml:mi> N </mml:mi><mml:mi> D </mml:mi><mml:mo> + </mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math><mml:mrow><mml:msubsup><mml:mi> N </mml:mi><mml:mi> A </mml:mi><mml:mo> − </mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula> are the ionized donor and acceptor densities, and <inline-formula><mml:math><mml:mi> q </mml:mi></mml:math></inline-formula> is the elementary charge.</p>
      <p><bold>Continuity</bold><bold>Equations</bold></p>
      <p>The continuity equations describe the temporal evolution of carrier concentrations as a function of current densities and generation-recombination processes:</p>
      <disp-formula id="FD3">
        <label>(3)</label>
        <mml:math>
          <mml:mrow>
            <mml:mfrac>
              <mml:mrow>
                <mml:mo>∂</mml:mo>
                <mml:mi>n</mml:mi>
              </mml:mrow>
              <mml:mrow>
                <mml:mo>∂</mml:mo>
                <mml:mi>t</mml:mi>
              </mml:mrow>
            </mml:mfrac>
            <mml:mo>=</mml:mo>
            <mml:mfrac>
              <mml:mn>1</mml:mn>
              <mml:mi>q</mml:mi>
            </mml:mfrac>
            <mml:mi>d</mml:mi>
            <mml:mi>i</mml:mi>
            <mml:mi>v</mml:mi>
            <mml:mtext>
               
            </mml:mtext>
            <mml:msub>
              <mml:mstyle mathvariant="bold" mathsize="normal">
                <mml:mi>J</mml:mi>
              </mml:mstyle>
              <mml:mi>n</mml:mi>
            </mml:msub>
            <mml:mo>+</mml:mo>
            <mml:msub>
              <mml:mi>G</mml:mi>
              <mml:mi>n</mml:mi>
            </mml:msub>
            <mml:mo>−</mml:mo>
            <mml:msub>
              <mml:mi>R</mml:mi>
              <mml:mi>n</mml:mi>
            </mml:msub>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <disp-formula id="FD4">
        <label>(4)</label>
        <mml:math>
          <mml:mrow>
            <mml:mfrac>
              <mml:mrow>
                <mml:mo>∂</mml:mo>
                <mml:mi>p</mml:mi>
              </mml:mrow>
              <mml:mrow>
                <mml:mo>∂</mml:mo>
                <mml:mi>t</mml:mi>
              </mml:mrow>
            </mml:mfrac>
            <mml:mo>=</mml:mo>
            <mml:mo>−</mml:mo>
            <mml:mfrac>
              <mml:mn>1</mml:mn>
              <mml:mi>q</mml:mi>
            </mml:mfrac>
            <mml:mi>d</mml:mi>
            <mml:mi>i</mml:mi>
            <mml:mi>v</mml:mi>
            <mml:mtext>
               
            </mml:mtext>
            <mml:msub>
              <mml:mstyle mathvariant="bold" mathsize="normal">
                <mml:mi>J</mml:mi>
              </mml:mstyle>
              <mml:mi>p</mml:mi>
            </mml:msub>
            <mml:mo>+</mml:mo>
            <mml:msub>
              <mml:mi>G</mml:mi>
              <mml:mi>p</mml:mi>
            </mml:msub>
            <mml:mo>−</mml:mo>
            <mml:msub>
              <mml:mi>R</mml:mi>
              <mml:mi>p</mml:mi>
            </mml:msub>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <p>where <inline-formula><mml:math><mml:mrow><mml:msub><mml:mstyle mathvariant="bold" mathsize="normal"><mml:mi> J </mml:mi></mml:mstyle><mml:mi> n </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math><mml:mrow><mml:msub><mml:mstyle mathvariant="bold" mathsize="normal"><mml:mi> J </mml:mi></mml:mstyle><mml:mi> p </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> represent the electron and hole current densities, <inline-formula><mml:math><mml:mi> G </mml:mi></mml:math></inline-formula> the generation rates, and <inline-formula><mml:math><mml:mi> R </mml:mi></mml:math></inline-formula> the recombination rates.</p>
      <p><bold>Drift</bold><bold>-</bold><bold>Diffusion Transport Model</bold></p>
      <p>Carrier transport is described using the drift-diffusion approximation:</p>
      <disp-formula id="FD5">
        <label>(5)</label>
        <mml:math>
          <mml:mrow>
            <mml:msub>
              <mml:mstyle mathvariant="bold" mathsize="normal">
                <mml:mi>J</mml:mi>
              </mml:mstyle>
              <mml:mi>n</mml:mi>
            </mml:msub>
            <mml:mo>=</mml:mo>
            <mml:mi>q</mml:mi>
            <mml:mi>n</mml:mi>
            <mml:msub>
              <mml:mi>μ</mml:mi>
              <mml:mi>n</mml:mi>
            </mml:msub>
            <mml:msub>
              <mml:mstyle mathvariant="bold" mathsize="normal">
                <mml:mi>E</mml:mi>
              </mml:mstyle>
              <mml:mi>n</mml:mi>
            </mml:msub>
            <mml:mo>+</mml:mo>
            <mml:mi>q</mml:mi>
            <mml:msub>
              <mml:mi>D</mml:mi>
              <mml:mi>n</mml:mi>
            </mml:msub>
            <mml:mo>∇</mml:mo>
            <mml:mi>n</mml:mi>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <disp-formula id="FD6">
        <label>(6)</label>
        <mml:math>
          <mml:mrow>
            <mml:msub>
              <mml:mstyle mathvariant="bold" mathsize="normal">
                <mml:mi>J</mml:mi>
              </mml:mstyle>
              <mml:mi>p</mml:mi>
            </mml:msub>
            <mml:mo>=</mml:mo>
            <mml:mi>q</mml:mi>
            <mml:mi>p</mml:mi>
            <mml:msub>
              <mml:mi>μ</mml:mi>
              <mml:mi>p</mml:mi>
            </mml:msub>
            <mml:msub>
              <mml:mstyle mathvariant="bold" mathsize="normal">
                <mml:mi>E</mml:mi>
              </mml:mstyle>
              <mml:mi>p</mml:mi>
            </mml:msub>
            <mml:mo>−</mml:mo>
            <mml:mi>q</mml:mi>
            <mml:msub>
              <mml:mi>D</mml:mi>
              <mml:mi>p</mml:mi>
            </mml:msub>
            <mml:mo>∇</mml:mo>
            <mml:mi>p</mml:mi>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <p>where <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> μ </mml:mi><mml:mi> n </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> μ </mml:mi><mml:mi> p </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are the carrier mobilities, <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> D </mml:mi><mml:mi> n </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> D </mml:mi><mml:mi> p </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> the diffusion coefficients, and <inline-formula><mml:math><mml:mrow><mml:mstyle mathvariant="bold" mathsize="normal"><mml:mi> E </mml:mi></mml:mstyle><mml:mo> = </mml:mo><mml:mo> − </mml:mo><mml:mo> ∇ </mml:mo><mml:mi> ψ </mml:mi></mml:mrow></mml:math></inline-formula> the electric field.</p>
      <p>The diffusion coefficients are related to mobilities through the Einstein relation:</p>
      <disp-formula id="FD7">
        <label>(7)</label>
        <mml:math>
          <mml:mrow>
            <mml:msub>
              <mml:mi>D</mml:mi>
              <mml:mrow>
                <mml:mi>n</mml:mi>
                <mml:mo>,</mml:mo>
                <mml:mi>p</mml:mi>
              </mml:mrow>
            </mml:msub>
            <mml:mo>=</mml:mo>
            <mml:mfrac>
              <mml:mrow>
                <mml:msub>
                  <mml:mi>μ</mml:mi>
                  <mml:mrow>
                    <mml:mi>n</mml:mi>
                    <mml:mo>,</mml:mo>
                    <mml:mi>p</mml:mi>
                  </mml:mrow>
                </mml:msub>
                <mml:msub>
                  <mml:mi>K</mml:mi>
                  <mml:mi>B</mml:mi>
                </mml:msub>
                <mml:mi>T</mml:mi>
              </mml:mrow>
              <mml:mi>q</mml:mi>
            </mml:mfrac>
          </mml:mrow>
        </mml:math>
      </disp-formula>
      <p>This framework is extensively used in numerical modeling of CIGS solar cells and allows accurate evaluation of the influence of material parameters on photovoltaic performance [<xref ref-type="bibr" rid="B6">6</xref>].</p>
      <sec id="sec2dot1">
        <title>2.1. Simulated Cell Structure</title>
        <p>The simulated device corresponds to a typical CIGS solar cell architecture:</p>
        <p>SLG/Mo (500 nm)/p-CIGS (2 µm)/n-In<sub>2</sub>S<sub>3</sub> (50 nm)/i-ZnO (100 nm)/ZnO:Al (300 nm)/metallic front grid.</p>
        <p>This configuration reproduces standard high-efficiency CIGS devices and enables isolation of the electronic effects induced by the In<sub>2</sub>S<sub>3</sub> buffer layer.</p>
        <p><xref ref-type="fig" rid="fig1">Figure 1</xref> illustrates the functional stacking of the device layers. The molybdenum layer ensures efficient back contact, while the p-type CIGS layer acts as the primary absorber. The n-type In<sub>2</sub>S<sub>3</sub> buffer layer controls junction formation and band alignment at the heterointerface. The intrinsic ZnO layer reduces leakage currents, and the ZnO:Al layer serves as a transparent conductive window. This architecture allows any performance variation to be directly attributed to modifications in the donor concentration of the In<sub>2</sub>S<sub>3</sub> layer.</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId63.jpeg?20260402025211" />
        </fig>
        <p><bold>Figure 1.</bold>Schematic structure of the CIGS/In<sub>2</sub>S<sub>3</sub> solar cell.</p>
      </sec>
      <sec id="sec2dot2">
        <title>
          2.2. Energy Band Structure of the In
          <sub>2</sub>
          S
          <sub>3</sub>
          /CIGS Heterojunction
        </title>
        <p>At thermal equilibrium, the In<sub>2</sub>S<sub>3</sub>/CIGS interface forms a p-n heterojunction characterized by band bending and the establishment of a built-in electric field. The relative alignment of the conduction and valence bands governs carrier separation and interfacial recombination processes [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B8">8</xref>].</p>
        <p>In this study, the electron affinity and bandgap values are fixed according to literature data, leading to a constant band alignment representative of high-efficiency CIGS devices. Under these conditions, the built-in potential promotes the separation of photogenerated carriers, while buffer-layer properties mainly affect transport losses and recombination rates.</p>
        <p>The equilibrium band alignment of the In<sub>2</sub>S<sub>3</sub>/CIGS heterojunction is illustrated in <xref ref-type="fig" rid="fig2">Figure 2</xref>, which shows the conduction and valence band profiles and the resulting built-in electric field governing carrier separation and recombination at the interface.</p>
        <p><xref ref-type="fig" rid="fig2">Figure 2</xref> illustrates the equilibrium energy band diagram of the simulated In<sub>2</sub>S<sub>3</sub>/CIGS structure. The bending of the conduction band (<italic>E</italic><italic><sub>C</sub></italic>) and valence band (<italic>E</italic><italic><sub>V</sub></italic>) across the junction reflects the formation of the depletion region and the associated internal electric field. Since all band-structure parameters are kept constant in this work, performance variations arise from donor-concentration-induced changes in carrier density, conductivity and recombination within the In<sub>2</sub>S<sub>3</sub> buffer layer.</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId64.jpeg?20260402025211" />
        </fig>
        <p><bold>Figure 2.</bold> Energy band diagram of the In<sub>2</sub>S<sub>3</sub>/CIGS heterojunction at equilibrium. </p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Simulation Parameters</title>
        <p>The numerical simulations conducted in this study are based on a consistent set of physical and electronic parameters accurately describing each layer of the CIGS solar cell. These parameters include fundamental material properties (bandgap energy, electron affinity, dielectric permittivity), geometrical characteristics (layer thickness), as well as carrier transport and recombination quantities (mobilities, carrier lifetimes, effective density of states, and interface trap density).</p>
        <p><bold>Table 1</bold><bold>.</bold> Physical parameters used in the simulations for each layer.</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Parameter</bold>
                </td>
                <td>
                  <bold>ZnO:Al</bold>
                </td>
                <td>
                  <bold>i-ZnO</bold>
                </td>
                <td>
                  <bold>In</bold>
                  <bold>
                    <sub>2</sub>
                  </bold>
                  <bold>S</bold>
                  <bold>
                    <sub>3</sub>
                  </bold>
                </td>
                <td>
                  <bold>CIGS</bold>
                </td>
              </tr>
              <tr>
                <td>
                  Optical bandgap
                  <italic>E</italic>
                  <italic>
                    <sub>g</sub>
                  </italic>
                  (eV)
                </td>
                <td>3.3</td>
                <td>3.3</td>
                <td>2.7</td>
                <td>1.2</td>
              </tr>
              <tr>
                <td>
                  Electron affinity
                  <italic>χ</italic>
                  (ev)
                </td>
                <td>4.45</td>
                <td>4.45</td>
                <td>4.2</td>
                <td>4.5</td>
              </tr>
              <tr>
                <td>
                  Relative dielectric permittivity
                  <italic>ε</italic>
                  <italic>
                    <sub>r</sub>
                  </italic>
                </td>
                <td>9</td>
                <td>9</td>
                <td>13.5</td>
                <td>13.6</td>
              </tr>
              <tr>
                <td>Thickness (μm)</td>
                <td>0.3</td>
                <td>0.1</td>
                <td>0.05</td>
                <td>2</td>
              </tr>
              <tr>
                <td>
                  Effective density of states
                  <italic>N</italic>
                  <italic>
                    <sub>C</sub>
                  </italic>
                  (cm
                  <sup>−</sup>
                  <sup>3</sup>
                  )
                </td>
                <td>
                  2.2 × 10
                  <sup>18</sup>
                </td>
                <td>
                  2.2 × 10
                  <sup>18</sup>
                </td>
                <td>
                  2 × 10
                  <sup>19</sup>
                </td>
                <td>
                  2.2 × 10
                  <sup>18</sup>
                </td>
              </tr>
              <tr>
                <td>
                  Effective density of states
                  <italic>N</italic>
                  <italic>
                    <sub>V</sub>
                  </italic>
                  (cm
                  <sup>−</sup>
                  <sup>3</sup>
                  )
                </td>
                <td>
                  1.8 × 10
                  <sup>19</sup>
                </td>
                <td>
                  1.8 × 10
                  <sup>19</sup>
                </td>
                <td>
                  2 × 10
                  <sup>17</sup>
                </td>
                <td>
                  1.8 × 10
                  <sup>19</sup>
                </td>
              </tr>
              <tr>
                <td>
                  Donor concentration
                  <italic>N</italic>
                  <italic>
                    <sub>D</sub>
                  </italic>
                  (cm
                  <sup>−</sup>
                  <sup>3</sup>
                  )
                </td>
                <td>
                  10
                  <sup>20</sup>
                </td>
                <td>
                  10
                  <sup>15</sup>
                </td>
                <td>
                  10
                  <sup>17</sup>
                </td>
                <td>-</td>
              </tr>
              <tr>
                <td>
                  Acceptor concentration
                  <italic>N</italic>
                  <italic>
                    <sub>A</sub>
                  </italic>
                  (cm
                  <sup>−</sup>
                  <sup>3</sup>
                  )
                </td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>
                  5 × 10
                  <sup>16</sup>
                </td>
              </tr>
              <tr>
                <td>
                  Electron mobility
                  <italic>μ</italic>
                  <italic>
                    <sub>n</sub>
                  </italic>
                  (cm
                  <sup>2</sup>
                  ∙V
                  <sup>−</sup>
                  <sup>1</sup>
                  ∙S
                  <sup>−</sup>
                  <sup>1</sup>
                  )
                </td>
                <td>100</td>
                <td>100</td>
                <td>50</td>
                <td>100</td>
              </tr>
              <tr>
                <td>
                  Hole mobility
                  <italic>μ</italic>
                  <italic>
                    <sub>p</sub>
                  </italic>
                  (cm
                  <sup>2</sup>
                  ∙V
                  <sup>−</sup>
                  <sup>1</sup>
                  ∙S
                  <sup>−</sup>
                  <sup>1</sup>
                  )
                </td>
                <td>25</td>
                <td>25</td>
                <td>15</td>
                <td>25</td>
              </tr>
              <tr>
                <td>
                  Electron lifetime
                  <italic>τ</italic>
                  <italic>
                    <sub>n</sub>
                  </italic>
                  (S)
                </td>
                <td>
                  10
                  <sup>−</sup>
                  <sup>10</sup>
                </td>
                <td>
                  10
                  <sup>−</sup>
                  <sup>10</sup>
                </td>
                <td>
                  10
                  <sup>−</sup>
                  <sup>9</sup>
                </td>
                <td>
                  10
                  <sup>−</sup>
                  <sup>7</sup>
                </td>
              </tr>
              <tr>
                <td>
                  Hole lifetime
                  <italic>τ</italic>
                  <italic>
                    <sub>p</sub>
                  </italic>
                  (S)
                </td>
                <td>
                  10
                  <sup>−</sup>
                  <sup>10</sup>
                </td>
                <td>
                  10
                  <sup>−</sup>
                  <sup>10</sup>
                </td>
                <td>
                  10
                  <sup>−</sup>
                  <sup>9</sup>
                </td>
                <td>
                  10
                  <sup>−</sup>
                  <sup>7</sup>
                </td>
              </tr>
              <tr>
                <td>
                  Interface defect density
                  <italic>D</italic>
                  <italic>
                    <sub>it</sub>
                  </italic>
                  (cm
                  <sup>−</sup>
                  <sup>2</sup>
                  ∙ev
                  <sup>−</sup>
                  <sup>1</sup>
                  )
                </td>
                <td>-</td>
                <td>-</td>
                <td>
                  8 × 10
                  <sup>11</sup>
                </td>
                <td>-</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>The selected values were extracted from well-established literature sources and correspond to high-efficiency CIGS devices, while ensuring numerical stability and convergence within the ATLAS simulation environment. The simulation parameters are listed in <bold>Table 1</bold> [<xref ref-type="bibr" rid="B3">3</xref>][<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B9">9</xref>]. </p>
        <p>The interface trap density <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> D </mml:mi><mml:mrow><mml:mi> i </mml:mi><mml:mi> t </mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> was selected within realistic ranges to model partially passivated heterointerfaces, consistent with experimental data reported for high-quality CIGS devices [<xref ref-type="bibr" rid="B10">10</xref>][<xref ref-type="bibr" rid="B11">11</xref>].</p>
        <p>The optical constants (real and imaginary parts of the complex refractive index <inline-formula><mml:math><mml:mrow><mml:mover accent="true"><mml:mi> n </mml:mi><mml:mo> ˜ </mml:mo></mml:mover><mml:mo> = </mml:mo><mml:mi> n </mml:mi><mml:mrow><mml:mo> ( </mml:mo><mml:mi> λ </mml:mi><mml:mo> ) </mml:mo></mml:mrow><mml:mo> + </mml:mo><mml:mi> i </mml:mi><mml:mi> k </mml:mi><mml:mrow><mml:mo> ( </mml:mo><mml:mi> λ </mml:mi><mml:mo> ) </mml:mo></mml:mrow></mml:mrow></mml:math></inline-formula> ) of ZnO:Al, i-ZnO, and In<sub>2</sub>S<sub>3</sub> were extracted from literature sources [<xref ref-type="bibr" rid="B12">12</xref>]-[<xref ref-type="bibr" rid="B14">14</xref>], ensuring accurate optical absorption and carrier generation modeling.</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Extracted Photovoltaic Parameters</title>
        <p>The current-voltage (J-V) characteristics were simulated under standard AM1.5G illumination (100 mW∙cm<sup>−</sup><sup>2</sup>) at room temperature (300 K).</p>
        <p>The extracted photovoltaic parameters include:</p>
        <p><bold>Short-Circuit Current Density (</bold><italic><bold>J</bold></italic><italic><bold><sub>SC</sub></bold></italic><bold>)</bold></p>
        <p>The short-circuit current density corresponds to the current generated per unit area when <italic>V</italic> = 0. It can be expressed as:</p>
        <disp-formula id="FD8">
          <label>(8)</label>
          <mml:math>
            <mml:mrow>
              <mml:msub>
                <mml:mi>J</mml:mi>
                <mml:mrow>
                  <mml:mi>S</mml:mi>
                  <mml:mi>C</mml:mi>
                </mml:mrow>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:mi>q</mml:mi>
              <mml:mstyle displaystyle="true">
                <mml:mrow>
                  <mml:msubsup>
                    <mml:mo>∫</mml:mo>
                    <mml:mn>0</mml:mn>
                    <mml:mrow>
                      <mml:msub>
                        <mml:mi>λ</mml:mi>
                        <mml:mi>g</mml:mi>
                      </mml:msub>
                    </mml:mrow>
                  </mml:msubsup>
                  <mml:mrow>
                    <mml:msub>
                      <mml:mi>I</mml:mi>
                      <mml:mn>0</mml:mn>
                    </mml:msub>
                    <mml:mrow>
                      <mml:mo>(</mml:mo>
                      <mml:mi>λ</mml:mi>
                      <mml:mo>)</mml:mo>
                    </mml:mrow>
                    <mml:mfrac>
                      <mml:mrow>
                        <mml:mi>h</mml:mi>
                        <mml:mi>c</mml:mi>
                      </mml:mrow>
                      <mml:mi>λ</mml:mi>
                    </mml:mfrac>
                    <mml:mi>E</mml:mi>
                    <mml:mi>Q</mml:mi>
                    <mml:mi>E</mml:mi>
                    <mml:mrow>
                      <mml:mo>(</mml:mo>
                      <mml:mi>λ</mml:mi>
                      <mml:mo>)</mml:mo>
                    </mml:mrow>
                    <mml:mtext>d</mml:mtext>
                    <mml:mi>λ</mml:mi>
                  </mml:mrow>
                </mml:mrow>
              </mml:mstyle>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> I </mml:mi><mml:mn> 0 </mml:mn></mml:msub><mml:mrow><mml:mo> ( </mml:mo><mml:mi> λ </mml:mi><mml:mo> ) </mml:mo></mml:mrow></mml:mrow></mml:math></inline-formula> is the incident spectral irradiance, <inline-formula><mml:math><mml:mi> h </mml:mi></mml:math></inline-formula> is Planck’s constant, <inline-formula><mml:math><mml:mi> c </mml:mi></mml:math></inline-formula> the speed of light in vacuum, <inline-formula><mml:math><mml:mrow><mml:mi> E </mml:mi><mml:mi> Q </mml:mi><mml:mi> E </mml:mi><mml:mrow><mml:mo> ( </mml:mo><mml:mi> λ </mml:mi><mml:mo> ) </mml:mo></mml:mrow></mml:mrow></mml:math></inline-formula> the external quantum efficiency, and <inline-formula><mml:math><mml:mi> q </mml:mi></mml:math></inline-formula> the elementary charge.</p>
        <p><bold>Open-Circuit Voltage (</bold><italic><bold>V</bold></italic><italic><bold><sub>oc</sub></bold></italic><bold>):</bold></p>
        <p>The open-circuit voltage is defined at <inline-formula><mml:math><mml:mrow><mml:mi> J </mml:mi><mml:mo> = </mml:mo><mml:mn> 0 </mml:mn></mml:mrow></mml:math></inline-formula> :</p>
        <disp-formula id="FD9">
          <label>(9)</label>
          <mml:math>
            <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:mfrac>
                <mml:mrow>
                  <mml:mi>n</mml:mi>
                  <mml:mi>k</mml:mi>
                  <mml:mi>T</mml:mi>
                </mml:mrow>
                <mml:mi>q</mml:mi>
              </mml:mfrac>
              <mml:mo>⋅</mml:mo>
              <mml:mi>ln</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mfrac>
                    <mml:mrow>
                      <mml:msub>
                        <mml:mi>J</mml:mi>
                        <mml:mrow>
                          <mml:mi>S</mml:mi>
                          <mml:mi>C</mml:mi>
                        </mml:mrow>
                      </mml:msub>
                    </mml:mrow>
                    <mml:mrow>
                      <mml:msub>
                        <mml:mi>J</mml:mi>
                        <mml:mn>0</mml:mn>
                      </mml:msub>
                    </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>
        <p>where <inline-formula><mml:math><mml:mi> n </mml:mi></mml:math></inline-formula> is the diode ideality factor, <inline-formula><mml:math><mml:mi> k </mml:mi></mml:math></inline-formula> Boltzmann’s constant, <inline-formula><mml:math><mml:mi> T </mml:mi></mml:math></inline-formula> the absolute temperature, and <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> J </mml:mi><mml:mn> 0 </mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> the saturation current density.</p>
        <p><bold>Fill Factor (</bold><italic><bold>FF</bold></italic><bold>)</bold></p>
        <p>The fill factor reflects the electrical quality of the solar cell and is defined as:</p>
        <disp-formula id="FD10">
          <label>(10)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>F</mml:mi>
              <mml:mi>F</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>J</mml:mi>
                    <mml:mi>m</mml:mi>
                  </mml:msub>
                  <mml:mo>×</mml:mo>
                  <mml:msub>
                    <mml:mi>V</mml:mi>
                    <mml:mi>m</mml:mi>
                  </mml:msub>
                </mml:mrow>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>J</mml:mi>
                    <mml:mrow>
                      <mml:mi>S</mml:mi>
                      <mml:mi>C</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                  <mml:mo>×</mml:mo>
                  <mml:msub>
                    <mml:mi>V</mml:mi>
                    <mml:mrow>
                      <mml:mi>O</mml:mi>
                      <mml:mi>C</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> J </mml:mi><mml:mi> m </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> V </mml:mi><mml:mi> m </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> correspond to the maximum power point.</p>
        <p><bold>Conversion Efficiency (</bold><italic><bold>η</bold></italic><bold>)</bold></p>
        <p>The power conversion efficiency is defined as:</p>
        <disp-formula id="FD11">
          <label>(11)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>η</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>P</mml:mi>
                    <mml:mi>m</mml:mi>
                  </mml:msub>
                </mml:mrow>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>P</mml:mi>
                    <mml:mrow>
                      <mml:mi>i</mml:mi>
                      <mml:mi>n</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                </mml:mrow>
              </mml:mfrac>
              <mml:mo>=</mml:mo>
              <mml:mi>F</mml:mi>
              <mml:mi>F</mml:mi>
              <mml:mo>⋅</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>J</mml:mi>
                    <mml:mrow>
                      <mml:mi>S</mml:mi>
                      <mml:mi>C</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                  <mml:mo>×</mml:mo>
                  <mml:msub>
                    <mml:mi>V</mml:mi>
                    <mml:mrow>
                      <mml:mi>O</mml:mi>
                      <mml:mi>C</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                </mml:mrow>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>P</mml:mi>
                    <mml:mrow>
                      <mml:mi>i</mml:mi>
                      <mml:mi>n</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> P </mml:mi><mml:mi> m </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is the maximum output power and <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> P </mml:mi><mml:mrow><mml:mi> i </mml:mi><mml:mi> n </mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> the incident optical power density [<xref ref-type="bibr" rid="B15">15</xref>].</p>
        <p><bold>Series and Shunt Resistances</bold></p>
        <p>The series resistance <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> R </mml:mi><mml:mi> s </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and shunt resistance <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> R </mml:mi><mml:mrow><mml:mi> s </mml:mi><mml:mi> h </mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> were determined from the differential resistance:</p>
        <disp-formula id="FD12">
          <label>(12)</label>
          <mml:math>
            <mml:mrow>
              <mml:msub>
                <mml:mi>R</mml:mi>
                <mml:mrow>
                  <mml:mi>d</mml:mi>
                  <mml:mi>i</mml:mi>
                  <mml:mi>f</mml:mi>
                  <mml:mi>f</mml:mi>
                </mml:mrow>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:msup>
                <mml:mrow>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mfrac>
                        <mml:mrow>
                          <mml:mtext>d</mml:mtext>
                          <mml:mi>I</mml:mi>
                        </mml:mrow>
                        <mml:mrow>
                          <mml:mtext>d</mml:mtext>
                          <mml:mi>V</mml:mi>
                        </mml:mrow>
                      </mml:mfrac>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
                <mml:mrow>
                  <mml:mo>−</mml:mo>
                  <mml:mn>1</mml:mn>
                </mml:mrow>
              </mml:msup>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>evaluated near <inline-formula><mml:math><mml:mrow><mml:mi> V </mml:mi><mml:mo> ≈ </mml:mo><mml:msub><mml:mi> V </mml:mi><mml:mrow><mml:mi> O </mml:mi><mml:mi> C </mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> for <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> R </mml:mi><mml:mi> s </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> , and near <inline-formula><mml:math><mml:mrow><mml:mi> V </mml:mi><mml:mo> ≈ </mml:mo><mml:mn> 0 </mml:mn></mml:mrow></mml:math></inline-formula> for <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> R </mml:mi><mml:mrow><mml:mi> s </mml:mi><mml:mi> h </mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> [<xref ref-type="bibr" rid="B16">16</xref>].</p>
        <p>This approach provides a realistic estimation of resistive losses, capturing the combined effects of carrier transport, recombination, and ohmic contributions.</p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Simulation Campaign</title>
        <p>A single simulation campaign was performed to investigate the influence of the donor concentration <italic>N</italic><italic><sub>D</sub></italic> in the In<sub>2</sub>S<sub>3</sub> buffer layer.</p>
        <p>The donor concentration was varied from 10<sup>16</sup> to 7 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup> (15 values), covering low, intermediate, and high doping regimes. This range allows the exploration of the trade-off between improved electrical conductivity at moderate doping levels and enhanced recombination mechanisms at high carrier densities.</p>
        <p>All other material parameters, including electron affinity, bandgap energy, mobilities, and interface properties, were kept constant throughout the simulations to isolate the specific impact of donor concentration on photovoltaic performance.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results and Discussion</title>
      <sec id="sec3dot1">
        <title>3.1. Overview of the Results</title>
        <p><bold>Table 2</bold> summarizes the photovoltaic parameters extracted for the fifteen donor concentrations (<italic>N</italic><italic><sub>D</sub></italic>) investigated in the In<sub>2</sub>S<sub>3</sub> buffer layer. The results clearly reveal a non-monotonic response of device performance as a function of doping concentration. Increasing <italic>N</italic><italic><sub>D</sub></italic> initially improves carrier collection and resistive parameters, but beyond a critical threshold, performance degradation occurs, mainly driven by a pronounced decrease in the open-circuit voltage <italic>V</italic><italic><sub>OC</sub></italic>.</p>
        <p>This behavior reflects a trade-off between:</p>
        <p>1) improved electrical conductivity of the buffer layer, and</p>
        <p>2) enhanced recombination mechanisms (bulk and interface) at high doping levels, which increase the saturation current density and reduce the open-circuit voltage [<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B17">17</xref>].</p>
        <p><bold>Table 2</bold><bold>.</bold>Photovoltaic parameters as a function of donor concentration in In<sub>2</sub>S<sub>3</sub>.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Concentration</bold>
                  <italic>
                    <bold>N</bold>
                  </italic>
                  <italic>
                    <bold>ᴅ</bold>
                  </italic>
                  <bold>(cm</bold>
                  <bold>
                    <sup>−</sup>
                  </bold>
                  <bold>
                    <sup>3</sup>
                  </bold>
                  <bold>)</bold>
                </td>
                <td>
                  <italic>
                    <bold>J</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>sc</sub>
                    </bold>
                  </italic>
                  <bold>(mA/cm</bold>
                  <bold>
                    <sup>2</sup>
                  </bold>
                  <bold>)</bold>
                </td>
                <td>
                  <italic>
                    <bold>V</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>oc</sub>
                    </bold>
                  </italic>
                  <bold>(V)</bold>
                </td>
                <td>
                  <italic>
                    <bold>FF</bold>
                  </italic>
                  <bold>(%)</bold>
                </td>
                <td>
                  <italic>
                    <bold>η</bold>
                  </italic>
                  <bold>(%)</bold>
                </td>
                <td>
                  <italic>
                    <bold>R</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>s</sub>
                    </bold>
                  </italic>
                  <bold>(Ω</bold>
                  <bold>∙</bold>
                  <bold>cm</bold>
                  <bold>
                    <sup>2</sup>
                  </bold>
                  <bold>)</bold>
                </td>
                <td>
                  <italic>
                    <bold>R</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>sh</sub>
                    </bold>
                  </italic>
                  <bold>(Ω</bold>
                  <bold>∙</bold>
                  <bold>cm</bold>
                  <bold>
                    <sup>2</sup>
                  </bold>
                  <bold>)</bold>
                </td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>16</sup>
                </td>
                <td>29.852</td>
                <td>0.828</td>
                <td>67.1</td>
                <td>16.6</td>
                <td>1.93</td>
                <td>259</td>
              </tr>
              <tr>
                <td>
                  2 × 10
                  <sup>16</sup>
                </td>
                <td>30.530</td>
                <td>0.815</td>
                <td>70.9</td>
                <td>17.6</td>
                <td>1.74</td>
                <td>342</td>
              </tr>
              <tr>
                <td>
                  3 × 10
                  <sup>16</sup>
                </td>
                <td>31.048</td>
                <td>0.802</td>
                <td>74.0</td>
                <td>18.4</td>
                <td>1.61</td>
                <td>453</td>
              </tr>
              <tr>
                <td>
                  4 × 10
                  <sup>16</sup>
                </td>
                <td>31.446</td>
                <td>0.791</td>
                <td>76.2</td>
                <td>19.0</td>
                <td>1.53</td>
                <td>590</td>
              </tr>
              <tr>
                <td>
                  5 × 10
                  <sup>16</sup>
                </td>
                <td>31.762</td>
                <td>0.778</td>
                <td>77.8</td>
                <td>19.2</td>
                <td>1.48</td>
                <td>722</td>
              </tr>
              <tr>
                <td>
                  6 × 10
                  <sup>16</sup>
                </td>
                <td>32.047</td>
                <td>0.765</td>
                <td>78.6</td>
                <td>19.3</td>
                <td>1.46</td>
                <td>738</td>
              </tr>
              <tr>
                <td>
                  7 × 10
                  <sup>16</sup>
                </td>
                <td>32.391</td>
                <td>0.751</td>
                <td>78.6</td>
                <td>19.1</td>
                <td>1.45</td>
                <td>534</td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>17</sup>
                </td>
                <td>35.070</td>
                <td>0.702</td>
                <td>72.8</td>
                <td>17.9</td>
                <td>1.51</td>
                <td>179</td>
              </tr>
              <tr>
                <td>
                  2 × 10
                  <sup>17</sup>
                </td>
                <td>35.791</td>
                <td>0.576</td>
                <td>74.3</td>
                <td>15.3</td>
                <td>1.30</td>
                <td>458</td>
              </tr>
              <tr>
                <td>
                  5 × 10
                  <sup>17</sup>
                </td>
                <td>30.169</td>
                <td>0.567</td>
                <td>81.9</td>
                <td>14.0</td>
                <td>1.26</td>
                <td>183,264</td>
              </tr>
              <tr>
                <td>
                  7 × 10
                  <sup>17</sup>
                </td>
                <td>30.157</td>
                <td>0.567</td>
                <td>81.9</td>
                <td>14.0</td>
                <td>1.25</td>
                <td>380,894</td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>18</sup>
                </td>
                <td>30.150</td>
                <td>0.567</td>
                <td>82.0</td>
                <td>14.0</td>
                <td>1.25</td>
                <td>433,915</td>
              </tr>
              <tr>
                <td>
                  2 × 10
                  <sup>18</sup>
                </td>
                <td>30.139</td>
                <td>0.566</td>
                <td>82.0</td>
                <td>14.0</td>
                <td>1.24</td>
                <td>533,618</td>
              </tr>
              <tr>
                <td>
                  5 × 10
                  <sup>18</sup>
                </td>
                <td>30.132</td>
                <td>0.566</td>
                <td>82.0</td>
                <td>14.0</td>
                <td>1.24</td>
                <td>992,457</td>
              </tr>
              <tr>
                <td>
                  7 × 10
                  <sup>18</sup>
                </td>
                <td>30.131</td>
                <td>0.566</td>
                <td>82.0</td>
                <td>14.0</td>
                <td>1.24</td>
                <td>
                  1.30 × 10
                  <sup>6</sup>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Impact on Power-Voltage (P-V) Characteristics</title>
        <p><xref ref-type="fig" rid="fig3">Figure 3</xref> shows the simulated P(V) curves for six representative donor concentrations. All curves exhibit the expected parabolic shape with a clearly defined maximum power point (MPP).</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId119.jpeg?20260402025214" />
        </fig>
        <p><bold>Figure 3</bold><bold>.</bold> P-V characteristics for different donor concentrations.</p>
        <p>A clearly non-monotonic trend is observed.</p>
        <p>At low concentration (<italic>N</italic><italic><sub>D</sub></italic> = 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>), the maximum output power reaches approximately:</p>
        <disp-formula id="FD13">
          <mml:math display="inline">
            <mml:mrow>
              <mml:msub>
                <mml:mi>P</mml:mi>
                <mml:mrow>
                  <mml:mi>max</mml:mi>
                </mml:mrow>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:mn>16.5</mml:mn>
              <mml:mtext>
                 
              </mml:mtext>
              <mml:mrow>
                <mml:mrow>
                  <mml:mtext>mW</mml:mtext>
                </mml:mrow>
                <mml:mo>/</mml:mo>
                <mml:mrow>
                  <mml:msup>
                    <mml:mrow>
                      <mml:mtext>cm</mml:mtext>
                    </mml:mrow>
                    <mml:mtext>2</mml:mtext>
                  </mml:msup>
                </mml:mrow>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>at</p>
        <disp-formula id="FD14">
          <mml:math>
            <mml:mrow>
              <mml:msub>
                <mml:mi>V</mml:mi>
                <mml:mi>m</mml:mi>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:mn>0.71</mml:mn>
              <mml:mtext>
                 
              </mml:mtext>
              <mml:mtext>V</mml:mtext>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>As the concentration increases to 6 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>, the performance significantly improves, and the maximum power reaches:</p>
        <disp-formula id="FD15">
          <mml:math>
            <mml:mrow>
              <mml:msub>
                <mml:mi>P</mml:mi>
                <mml:mrow>
                  <mml:mi>max</mml:mi>
                </mml:mrow>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:mn>19.3</mml:mn>
              <mml:mtext>
                 
              </mml:mtext>
              <mml:mrow>
                <mml:mrow>
                  <mml:mtext>mW</mml:mtext>
                </mml:mrow>
                <mml:mo>/</mml:mo>
                <mml:mrow>
                  <mml:msup>
                    <mml:mrow>
                      <mml:mtext>cm</mml:mtext>
                    </mml:mrow>
                    <mml:mtext>2</mml:mtext>
                  </mml:msup>
                </mml:mrow>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>corresponding to an increase of approximately 17%. This value represents the optimal doping level for this simulation series.</p>
        <p>Beyond this point, the performance deteriorates sharply. For <italic>N</italic><italic><sub>D</sub></italic> ≥ 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>, the maximum power decreases to approximately 14 mW/cm<sup>2</sup>, representing a loss of nearly 27% compared to the optimum.</p>
        <p>Simultaneously, the voltage at maximum power <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> V </mml:mi><mml:mi> m </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> decreases from about 0.71 V to 0.48 V, consistent with the observed reduction in <italic>V</italic><italic><sub>OC</sub></italic>.</p>
        <p>This evolution highlights the competition between two opposing effects:</p>
        <p>At low doping levels, limited conductivity restricts carrier extraction.At intermediate doping, improved electrical conductivity and reduced series resistance enhance carrier transport.At high doping levels, performance degradation becomes dominated by enhanced recombination mechanisms (bulk and interface), which increase the saturation current density and significantly reduce <italic>V</italic><italic><sub>OC</sub></italic> [<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B17">17</xref>].</p>
        <p>Thus, the improvement in <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> P </mml:mi><mml:mrow><mml:mi> max </mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> is mainly driven by the increase in <italic>J</italic><italic><sub>SC</sub></italic> and <italic>FF</italic>, whereas the degradation is primarily governed by the reduction of <italic>V</italic><italic><sub>OC</sub></italic>.</p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Impact on Current-Voltage (J-V) Characteristics</title>
        <p><xref ref-type="fig" rid="fig4">Figure 4</xref> presents the J-V characteristics under AM1.5G illumination, showing the systematic evolution of photovoltaic parameters with increasing donor concentration in the In<sub>2</sub>S<sub>3</sub> buffer layer.</p>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId130.jpeg?20260402025214" />
        </fig>
        <p><bold>Figure 4</bold><bold>.</bold> J-V characteristics for different donor concentrations.</p>
        <p>The short-circuit current density initially increases from: 29.9 mA/cm<sup>2</sup> at 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>, to a maximum of:</p>
        <p>35.8 mA/cm<sup>2</sup> at 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>, corresponding to an improvement of approximately 20%.</p>
        <p>This enhancement is attributed to the increase in buffer-layer conductivity, which facilitates electron transport toward the junction and reduces resistive losses associated with the series resistance [<xref ref-type="bibr" rid="B17">17</xref>].</p>
        <p>However, beyond this concentration, <italic>J</italic><italic><sub>SC</sub></italic> abruptly decreases and stabilizes around 30.1 mA/cm<sup>2</sup>, indicating the onset of a dominant limiting mechanism such as enhanced recombination or unfavorable band alignment.</p>
        <p>In contrast, the open-circuit voltage continuously decreases from 0.828 V to approximately 0.566 V, corresponding to a reduction of about 32%.</p>
        <p>This pronounced degradation constitutes the main limiting factor at high doping levels. According to the Shockley relation, <italic>V</italic><italic><sub>OC</sub></italic> depends logarithmically on the ratio <inline-formula><mml:math><mml:mrow><mml:mrow><mml:mrow><mml:msub><mml:mi> J </mml:mi><mml:mrow><mml:mi> S </mml:mi><mml:mi> C </mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mo> / </mml:mo><mml:mrow><mml:msub><mml:mi> J </mml:mi><mml:mn> 0 </mml:mn></mml:msub></mml:mrow></mml:mrow></mml:mrow></mml:math></inline-formula> ; therefore, any increase in the saturation current density <italic>J</italic><sub>0</sub> (which indicates that recombination is dominated by near-ideal mechanisms, likely radiative or diffusion-controlled processes, as supported by the extracted ideality factor close to unity) directly leads to a reduction in <italic>V</italic><italic><sub>OC</sub></italic> [<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B18">18</xref>].</p>
        <p>The results suggest that, at high donor concentrations:</p>
        <p>Recombination processes become increasingly dominant,Enhanced carrier recombination reduces the quasi-Fermi level splitting under illumination,The effective built-in potential may decrease due to modifications in band bending at the heterojunction,The reduced separation of the quasi-Fermi levels ultimately results in a lower open-circuit voltage.</p>
        <p>An analysis of the J-V curve shape reveals that:</p>
        <p>At low doping levels, the transition around the knee region is smoother,At high doping levels, the transition becomes sharper, reflecting an improved fill factor (associated with lower <italic>R</italic><italic><sub>s</sub></italic> and higher <italic>R</italic><italic><sub>sh</sub></italic>).</p>
        <p>However, this improvement in <italic>FF</italic> remains insufficient to compensate for the strong reduction in <italic>V</italic><italic><sub>OC</sub></italic>, confirming that <italic>V</italic><italic><sub>OC</sub></italic> is the dominant parameter controlling overall device efficiency.</p>
      </sec>
      <sec id="sec3dot4">
        <title>
          3.4. Influence on the Open-Circuit Voltage
          <italic>V</italic>
          <italic>
            <sub>OC</sub>
          </italic>
        </title>
        <p><xref ref-type="fig" rid="fig5">Figure 5</xref> illustrates the evolution of the open-circuit voltage as a function of donor concentration <italic>N</italic><italic><sub>D</sub></italic> (logarithmic scale). Two distinct regimes clearly emerge: a gradual decrease for <italic>N</italic><italic><sub>D</sub></italic> ≤ 7 × 10<sup>1</sup><sup>6</sup> cm<sup>−</sup><sup>3</sup>, followed by a sharp drop and eventual quasi-saturation at high concentrations.</p>
        <p>In the low-to-moderate concentration range (10<sup>16</sup> to 7 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>)<sub>,</sub><italic>V</italic><italic><sub>OC</sub></italic> decreases almost linearly with <inline-formula><mml:math display="inline"><mml:mrow><mml:mi> log </mml:mi><mml:mrow><mml:mo> ( </mml:mo><mml:mrow><mml:msub><mml:mi> N </mml:mi><mml:mi> D </mml:mi></mml:msub></mml:mrow><mml:mo> ) </mml:mo></mml:mrow></mml:mrow></mml:math></inline-formula> , dropping from 0.828 V to 0.751 V. This reduction primarily reflects modifications in band alignment at the In<sub>2</sub>S<sub>3</sub>/CIGS heterojunction, as well as a progressive increase in recombination mechanisms.</p>
        <fig id="fig5">
          <label>Figure 5</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId135.jpeg?20260402025214" />
        </fig>
        <p><bold>Figure 5</bold><bold>.</bold>Open-circuit voltage as a function of donor concentration.</p>
        <p>For <italic>N</italic><italic><sub>D</sub></italic> ≥ 7 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>, the decrease becomes much more pronounced: <italic>V</italic><italic><sub>OC</sub></italic> reaches only 0.576 V at <italic>N</italic><italic><sub>D</sub></italic> = 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>. At even higher concentrations (≥2 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>), <italic>V</italic><italic><sub>OC</sub></italic> stabilizes around 0.566 V, indicating that recombination mechanisms have reached a quasi-steady dominant regime.</p>
        <p>This drastic degradation of <italic>V</italic><italic><sub>OC</sub></italic> is mainly attributed to the increase in the saturation current density <italic>J</italic><sub>0</sub>. According to the Shockley relation, an increase in <italic>J</italic><sub>0</sub> leads to a logarithmic reduction of the open-circuit voltage <italic>V</italic><italic><sub>OC</sub></italic> [<xref ref-type="bibr" rid="B16">16</xref>]. Several mechanisms may contribute to this increase.</p>
        <p><bold>Bandgap renormalization (BGN)</bold> at high doping levels may reduce the effective bandgap of In<sub>2</sub>S<sub>3</sub> through many-body interactions, potentially dominating over the Burstein-Moss band-filling effect, which normally produces a blue shift [<xref ref-type="bibr" rid="B17">17</xref>];<bold>Enhanced bulk recombination</bold>, particularly Auger recombination at high carrier densities, which increases the recombination current and contributes to a higher <italic>J</italic><sub>0</sub>;<bold>Modification of the heterojunction barrier</bold>, which can alter the band alignment at the In<sub>2</sub>S<sub>3</sub>/CIGS interface and reduce the quasi-Fermi level splitting under illumination;<bold>Reduction of the effective built-in potential</bold>, resulting from bandgap narrowing and Fermi level shifts at high donor concentrations.</p>
        <p>These results confirm that <italic>V</italic><italic><sub>OC</sub></italic> is the most sensitive parameter to excessive doping in the buffer layer.</p>
      </sec>
      <sec id="sec3dot5">
        <title>
          3.5. Influence on Short-Circuit Current Density
          <italic>J</italic>
          <italic>
            <sub>sc</sub>
          </italic>
        </title>
        <p><xref ref-type="fig" rid="fig6">Figure 6</xref> presents the variation of <italic>J</italic><italic><sub>SC</sub></italic> as a function of donor concentration. Unlike <italic>V</italic><italic><sub>OC</sub></italic>, which continuously decreases, <italic>J</italic><italic><sub>SC</sub></italic> exhibits a non-monotonic behavior with a well-defined maximum.</p>
        <fig id="fig6">
          <label>Figure 6</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId136.jpeg?20260402025215" />
        </fig>
        <p><bold>Figure 6</bold><bold>.</bold> Short-circuit current density as a function of donor concentration.</p>
        <p>In the range 10<sup>16</sup> to 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>, <italic>J</italic><italic><sub>SC</sub></italic> increases from 29.9 to 35.8 mA∙cm<sup>−</sup><sup>2</sup> (approximately 20% improvement). This enhancement is explained by:</p>
        <p>Increased electrical conductivity of the In<sub>2</sub>S<sub>3</sub> buffer layer;Reduced series resistance <italic>R</italic><italic><sub>s</sub></italic> (from 1.93 to 1.30 Ω∙cm<sup>2</sup>);More efficient extraction of photogenerated electrons.</p>
        <p>Beyond 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>, <italic>J</italic><italic><sub>SC</sub></italic> abruptly decreases and stabilizes near 30.1 mA∙cm<sup>−</sup><sup>2</sup>. This degradation coincides with the sharp decline in <italic>V</italic><italic><sub>OC</sub></italic>, indicating the emergence of a dominant limiting mechanism.</p>
        <p>Several mechanisms may contribute to this behavior:</p>
        <p>Increased bulk and interface recombination;Unfavorable modification of the band alignment at the heterojunction;Reduction of the space-charge region width, which intensifies the internal electric field and may promote carrier velocity saturation [<xref ref-type="bibr" rid="B19">19</xref>];Reduction of the minority carrier diffusion length in the CIGS absorber [<xref ref-type="bibr" rid="B18">18</xref>].</p>
        <p>Notably, the concentration maximizing <italic>J</italic><italic><sub>SC</sub></italic> (2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>) is higher than the concentration maximizing overall efficiency (6 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>). This confirms that final device performance is primarily governed by <italic>V</italic><italic><sub>OC</sub></italic>, rather than <italic>J</italic><italic><sub>SC</sub></italic>.</p>
      </sec>
      <sec id="sec3dot6">
        <title>
          3.6. Influence on Fill Factor (
          <italic>FF</italic>
          )
        </title>
        <p><xref ref-type="fig" rid="fig7">Figure 7</xref> shows the evolution of the fill factor as a function of donor concentration. The <italic>FF</italic>, which reflects the squareness of the J-V curve, exhibits three distinct regimes.</p>
        <p><bold>1) Low concentration regime</bold> (10<sup>16</sup> to 7 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>)</p>
        <p>The <italic>FF</italic> increases steadily from 67.1% to 76.2%. This improvement reflects the reduction in <italic>R</italic><italic><sub>s</sub></italic> and improved carrier transport.</p>
        <p><bold>2) Intermediate regime</bold> (7 × 10<sup>16</sup> to 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>)</p>
        <p>Significant fluctuations are observed: the fill factor reaches a maximum of 78.6% at 7 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>, followed by a decrease to 72.8% at 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>, likely associated with the emergence of parasitic conduction paths, as reflected by the decrease of <italic>R</italic><italic><sub>sh</sub></italic> to 179 Ω∙cm<sup>2</sup>. The fill factor then increases again to 74.3% at 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>. These variations reveal a competition between resistive losses, leakage currents, and recombination processes that collectively influence the electrical quality of the heterojunction.</p>
        <p><bold>3) High concentration regime</bold> (≥5 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>)</p>
        <p>The FF reaches a high plateau (≈ 82%). This improvement results from:</p>
        <p>Significant reduction in <italic>R</italic><italic><sub>s</sub></italic> (≈1.24 Ω∙cm<sup>2</sup>);Dramatic increase in <italic>R</italic><italic><sub>sh</sub></italic>;Reduced leakage currents.</p>
        <p>However, despite this high <italic>FF</italic>, the overall efficiency remains limited due to the simultaneous severe degradation of <italic>V</italic><italic><sub>OC</sub></italic>. This underscores the dominant role of recombination mechanisms over purely resistive improvements.</p>
        <fig id="fig7">
          <label>Figure 7</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId137.jpeg?20260402025215" />
        </fig>
        <p><bold>Figure 7.</bold>Fill factor as a function of donor concentration.</p>
      </sec>
      <sec id="sec3dot7">
        <title>
          3.7. Influence on Conversion Efficiency (
          <italic>η</italic>
          )
        </title>
        <p><xref ref-type="fig" rid="fig8">Figure 8</xref> illustrates the evolution of the power conversion efficiency as a function of donor concentration in the In<sub>2</sub>S<sub>3</sub> buffer layer. This parameter, resulting from the combined contribution of <italic>J</italic><italic><sub>SC</sub></italic>, <italic>V</italic><italic><sub>OC</sub></italic>, and the fill factor (<italic>FF</italic>), represents the overall performance indicator of the photovoltaic device.</p>
        <p>The obtained profile exhibits a characteristic bell-shaped curve, clearly revealing the existence of an optimal doping level. At low donor concentration (<italic>N</italic><italic><sub>D</sub></italic> = 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>), the efficiency remains limited to 16.6%, mainly due to insufficient electrical conductivity in the buffer layer and the resulting high series resistance, which restricts carrier extraction.</p>
        <p>As the donor concentration increases, the efficiency progressively improves and reaches a maximum value of 19.3% at <italic>N</italic><italic><sub>D</sub></italic> = 6 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>. At this optimal concentration, the three photovoltaic parameters are well balanced:</p>
        <p><inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> J </mml:mi><mml:mrow><mml:mi> S </mml:mi><mml:mi> C </mml:mi></mml:mrow></mml:msub><mml:mo> = </mml:mo><mml:mn> 32.0 </mml:mn><mml:mtext>   </mml:mtext><mml:mtext> mA </mml:mtext><mml:mo> ⋅ </mml:mo><mml:msup><mml:mrow><mml:mtext> cm </mml:mtext></mml:mrow><mml:mrow><mml:mo> − </mml:mo><mml:mn> 2 </mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> ,<inline-formula><mml:math><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:mn> 0.765 </mml:mn><mml:mtext>   </mml:mtext><mml:mtext> V </mml:mtext></mml:mrow></mml:math></inline-formula> ,<inline-formula><mml:math><mml:mrow><mml:mi> F </mml:mi><mml:mi> F </mml:mi><mml:mo> = </mml:mo><mml:mn> 78.6 </mml:mn><mml:mi> % </mml:mi></mml:mrow></mml:math></inline-formula> .</p>
        <fig id="fig8">
          <label>Figure 8</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId144.jpeg?20260402025216" />
        </fig>
        <p><bold>Figure 8.</bold>Efficiency evolution as a function of donor concentration.</p>
        <p>Beyond this point, the efficiency gradually decreases (17.9% at 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>, then 15.3% at 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>) and stabilizes around 14.0% at higher concentrations (<italic>N</italic><italic><sub>D</sub></italic> ≥ 5 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup>). This corresponds to an overall loss of approximately 27% compared to the optimum.</p>
        <p>This degradation is mainly attributed to the pronounced reduction of <italic>V</italic><italic><sub>OC</sub></italic>, resulting from the combined intensification of recombination processes and modifications of the band alignment at the heterojunction [<xref ref-type="bibr" rid="B20">20</xref>][<xref ref-type="bibr" rid="B21">21</xref>]. For low and intermediate donor concentrations, non-ideal recombination mechanisms, mainly Shockley-Read-Hall (SRH), are dominant, as suggested by the extracted ideality factors <italic>n</italic> around 1.3 - 1.2. At higher concentrations, the ideality factor approaches unity, indicating that more ideal recombination processes, such as radiative and Auger recombination, may become significant.</p>
        <p>Recent studies on Cd-free In<sub>2</sub>S<sub>3</sub> buffer layers report similar trends, where excessive doping enhances conductivity but deteriorates quasi-Fermi level splitting, ultimately limiting open-circuit voltage and overall device efficiency [<xref ref-type="bibr" rid="B22">22</xref>].</p>
        <p>The optimal concentration (6 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>) therefore represents a trade-off between improved carrier transport and controlled recombination losses.</p>
      </sec>
      <sec id="sec3dot8">
        <title>
          3.8. Influence on Series Resistance (
          <italic>R</italic>
          <italic>
            <sub>s</sub>
          </italic>
          )
        </title>
        <p><xref ref-type="fig" rid="fig9">Figure 9</xref> shows the variation of the series resistance as a function of donor concentration.</p>
        <fig id="fig9">
          <label>Figure 9</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId145.jpeg?20260402025217" />
        </fig>
        <p><bold>Figure 9</bold><bold>.</bold>Series resistance as a function of donor concentration.</p>
        <p>Overall, <italic>R</italic><italic><sub>s</sub></italic> decreases as the donor concentration increases, from 1.93 Ω∙cm<sup>2</sup> to 1.24 Ω∙cm<sup>2</sup>, corresponding to a reduction of approximately 36%. This trend is directly related to the increase in electrical conductivity of the In<sub>2</sub>S<sub>3</sub> buffer layer, described by:</p>
        <disp-formula id="FD16">
          <label>(13)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>σ</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:mi>q</mml:mi>
              <mml:mi>n</mml:mi>
              <mml:msub>
                <mml:mi>μ</mml:mi>
                <mml:mi>n</mml:mi>
              </mml:msub>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <inline-formula><mml:math><mml:mi> n </mml:mi></mml:math></inline-formula> is the electron concentration and <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> μ </mml:mi><mml:mi> n </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> the electron mobility.</p>
        <p>Recent investigations on doped In<sub>2</sub>S<sub>3</sub> thin films confirm that increasing carrier density enhances conductivity, although mobility may decrease due to ionized impurity scattering and structural disorder effects [<xref ref-type="bibr" rid="B20">20</xref>].</p>
        <p>The local anomaly observed in the range 7 × 10<sup>16</sup> to 10<sup>17</sup> cm<sup>−</sup><sup>3</sup> (slight increase in <italic>R</italic><italic><sub>s</sub></italic>) may therefore result from transient mobility degradation or trap-assisted transport phenomena.</p>
        <p>Although the reduction in <italic>R</italic><italic><sub>s</sub></italic> improves the fill factor, it does not compensate for the simultaneous degradation of <italic>V</italic><italic><sub>OC</sub></italic> at high doping levels. These results confirm that minimizing ohmic losses alone is insufficient to maximize efficiency without controlling recombination processes.</p>
      </sec>
      <sec id="sec3dot9">
        <title>
          3.9. Influence on Shunt Resistance (
          <italic>R</italic>
          <italic>
            <sub>sh</sub>
          </italic>
          )
        </title>
        <p><xref ref-type="fig" rid="fig10">Figure 10</xref> illustrates the evolution of the shunt resistance as a function of donor concentration.</p>
        <p>At low doping levels, <italic>R</italic><italic><sub>sh</sub></italic> remains moderate (179 - 738 Ω∙cm<sup>2</sup>), indicating the presence of leakage paths associated with interface defects and trap states.</p>
        <p>From 2 × 10<sup>17</sup> cm<sup>−</sup><sup>3</sup> onward, <italic>R</italic><italic><sub>sh</sub></italic> increases dramatically, reaching up to 1.3 × 10<sup>6</sup> Ω∙cm<sup>2</sup> at the highest concentrations. This substantial increase suggests progressive trap filling and apparent improvement in junction quality, a behavior also reported experimentally for highly doped In<sub>2</sub>S<sub>3</sub> buffer layers [<xref ref-type="bibr" rid="B23">23</xref>].</p>
        <fig id="fig10">
          <label>Figure 10</label>
          <graphic xlink:href="https://html.scirp.org/file/1741524-rId152.jpeg?20260402025217" />
        </fig>
        <p><bold>Figure 10.</bold> Shunt resistance as a function of donor concentration.</p>
        <p>The increase in <italic>R</italic><italic><sub>sh</sub></italic> contributes to the high fill factor (&gt;82%) by suppressing leakage currents. However, despite this resistive improvement, the global efficiency declines due to the dominant reduction in <italic>V</italic><italic><sub>OC</sub></italic>. These findings confirm that recombination processes governing open-circuit voltage are more critical than leakage-current suppression in determining overall device performance.</p>
      </sec>
      <sec id="sec3dot10">
        <title>3.10. Summary</title>
        <p>The results demonstrate that the carrier concentration in the In<sub>2</sub>S<sub>3</sub> buffer layer has a decisive influence on the performance of the CIGS solar cell.</p>
        <p>An optimal compromise is identified at <italic>N</italic><italic><sub>D</sub></italic> = 6 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>, allowing a maximum efficiency of 19.3% to be achieved. At this concentration, the improvement in electrical conductivity (reduction of <italic>R</italic><italic><sub>s</sub></italic> and increase in <italic>J</italic><italic><sub>SC</sub></italic>) still compensates for the losses induced by the progressive intensification of recombination mechanisms.</p>
        <p>The overall analysis highlights the dominant role of the open-circuit voltage in determining the final device performance: beyond a certain doping level, the increase in recombination processes outweighs the resistive benefits, irreversibly limiting the overall efficiency of the device.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Conclusions</title>
      <p>In this work, we conducted a systematic numerical study using the SILVACO ATLAS device simulator to investigate how the donor concentration <italic>N</italic><italic><sub>D</sub></italic> in the In<sub>2</sub>S<sub>3</sub> buffer layer influences the performance of CIGS solar cells. By analyzing the simulated electrical characteristics across a wide doping range (10<sup>16</sup> to 7 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>), we established clear correlations between buffer-layer conductivity, recombination losses, and the resulting photovoltaic parameters.</p>
      <p>The results reveal the existence of an optimal compromise at <italic>N</italic><italic><sub>D</sub></italic> = 6 × 10<sup>16</sup> cm<sup>−</sup><sup>3</sup>, for which the conversion efficiency reaches <inline-formula><mml:math><mml:mrow><mml:mi> η </mml:mi><mml:mo> = </mml:mo><mml:mn> 19.3 </mml:mn><mml:mi> % </mml:mi></mml:mrow></mml:math></inline-formula> . In the low-doping regime, device performance is mainly limited by insufficient buffer conductivity and higher series resistance, which penalize carrier extraction and reduce the fill factor. As <italic>N</italic><italic><sub>D</sub></italic> increases toward the optimum, enhanced electrical conductivity improves carrier transport, reduces resistive losses, and leads to a net gain in efficiency.</p>
      <p>Beyond this optimal level, however, the efficiency progressively decreases and eventually stabilizes at lower values. This degradation is primarily driven by the pronounced reduction of the open-circuit voltage <inline-formula><mml:math><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:mrow></mml:math></inline-formula> , indicating that recombination-related losses become dominant at high doping levels. Although the fill factor can remain high due to improved resistive parameters, the voltage collapse outweighs these benefits, confirming that <inline-formula><mml:math><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:mrow></mml:math></inline-formula> is the most critical parameter controlling the global performance within the investigated range.</p>
      <p>Overall, these findings demonstrate that optimizing the donor concentration of the In<sub>2</sub>S<sub>3</sub> buffer layer is essential to maximize CIGS device efficiency, and that improving transport parameters alone cannot compensate for voltage losses induced by enhanced recombination at excessive doping. Future work should focus on experimental validation of the identified optimal doping window, as well as on advanced characterization of recombination pathways and interface quality to better connect the simulated trends with practical deposition conditions and material stoichiometry control.</p>
    </sec>
    <sec id="sec5">
      <title>Abbreviations</title>
      <p><bold>Al</bold>: aluminum</p>
      <p><bold>AM1.5G</bold>: Air Mass 1.5 Global solar spectrum</p>
      <p><bold>CdS</bold>: Cadmium Sulfide</p>
      <p><bold>CIGS</bold>: Copper Indium Gallium Selenide (Cu(In, Ga)Se<sub>2</sub>) </p>
      <p><italic><bold>E</bold></italic><italic><bold><sub>C</sub></bold></italic>: Conduction Band Minimum Energy</p>
      <p><italic><bold>E</bold></italic><italic><bold><sub>g</sub></bold></italic>: Optical Bandgap Energy</p>
      <p><bold>EQE</bold>: External Quantum Efficiency</p>
      <p><italic><bold>E</bold></italic><italic><bold><sub>vac</sub></bold></italic>: Vacuum Energy Level</p>
      <p><italic><bold>E</bold></italic><italic><bold><sub>V</sub></bold></italic>: Valence Band Maximum Energy </p>
      <p><italic><bold>FF</bold></italic>: Fill Factor</p>
      <p><bold>In</bold><bold><sub>2</sub></bold><bold>S</bold><bold><sub>3</sub></bold>: Indium Sulfide</p>
      <p><italic><bold>J</bold></italic><italic><bold><sub>sc</sub></bold></italic>: Short-Circuit Current Density</p>
      <p><bold>J-V</bold>: Current-Voltage Characteristic</p>
      <p>Mo: Molybdenum</p>
      <p><italic><bold>N</bold></italic><italic><bold><sub>D</sub></bold></italic>: Donor Concentration</p>
      <p><italic><bold>η</bold></italic>: Power Conversion Efficiency</p>
      <p><bold>P-V</bold>: Power-Voltage Characteristic</p>
      <p><italic><bold>P</bold></italic><bold><sub>max</sub></bold>: Maximum Output Power </p>
      <p><italic><bold>R</bold></italic><italic><bold><sub>s</sub></bold></italic>: Series Resistance</p>
      <p><italic><bold>R</bold></italic><italic><bold><sub>sh</sub></bold></italic>: Shunt Resistance</p>
      <p><bold>SLG</bold>: Soda-Lime Glass</p>
      <p><bold>SRH</bold>: Shockley-Read-Hall Recombination</p>
      <p><bold>TCAD</bold>: Technology Computer-Aided Design</p>
      <p><italic><bold>V</bold></italic><italic><bold><sub>m</sub></bold></italic>: Voltage at Maximum Power Point</p>
      <p><italic><bold>V</bold></italic><italic><bold><sub>OC</sub></bold></italic>: Open-Circuit Voltage</p>
      <p><bold>ZnO</bold>: Zinc Oxide</p>
      <p><italic><bold>χ</bold></italic>: Electron Affinity</p>
    </sec>
  </body>
  <back>
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