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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">jsemat</journal-id>
      <journal-title-group>
        <journal-title>Journal of Surface Engineered Materials and Advanced Technology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2161-489X</issn>
      <issn pub-type="ppub">2161-4881</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/jsemat.2026.161001</article-id>
      <article-id pub-id-type="publisher-id">jsemat-152038</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Chemistry</subject>
          <subject>Materials Science</subject>
          <subject>Engineering</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Numerical Analysis of Donor-Induced Band Gap Narrowing in InGaN Alloys for Photovoltaic Applications</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0009-0001-0713-1586</contrib-id>
          <name name-style="western">
            <surname>Traore</surname>
            <given-names>Sada</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0003-0238-5082</contrib-id>
          <name name-style="western">
            <surname>Himbane</surname>
            <given-names>Philippe Bernard</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0000-1760-2997</contrib-id>
          <name name-style="western">
            <surname>Thiame</surname>
            <given-names>Moustapha</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Laboratory of Semiconductor and Solar Energy, Cheikh Anta Diop University, Dakar, Senegal </aff>
      <aff id="aff2"><label>2</label> Laboratory of Electronics, Computer Science, Telecommunications and Renewable Energies, Gaston Berger University, Saint-Louis, Senegal </aff>
      <aff id="aff3"><label>3</label> Laboratory of Chemical and Physics of Materials, Assane Seck University, Ziguinchor, 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>08</day>
        <month>01</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>01</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>01</issue>
      <fpage>1</fpage>
      <lpage>9</lpage>
      <history>
        <date date-type="received">
          <day>15</day>
          <month>11</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>27</day>
          <month>01</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>30</day>
          <month>01</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/jsemat.2026.161001">https://doi.org/10.4236/jsemat.2026.161001</self-uri>
      <abstract>
        <p>This paper presents a systematic numerical analysis of the Band Gap Narrowing (BGN) effect in indium gallium nitride (InGaN) solar cells for two indium molar fractions (<italic>x</italic> = 0.12 and <italic>x</italic> = 0.28) at <italic>T</italic> = 300 K. By sweeping the donor doping concentration <italic>N</italic> from 10<sup>16</sup> to 3 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>, we quantify the reduction of the effective band gap energy (<italic>E</italic><italic><sub>geff</sub></italic>) and the resulting red-shift of the optical cutoff wavelength (<italic>λ</italic><italic><sub>cut</sub></italic>). Results show that BGN intensifies non-linearly with doping and is systematically more pronounced for higher indium content. At the highest doping level (3 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>), <italic>λ</italic><italic><sub>cut</sub></italic> shifts by +154 nm for <italic>x</italic> = 0.12 and by +378 nm for <italic>x</italic> = 0.28, extending absorption deep into the visible spectrum. These findings underline the necessity of a careful trade-off between spectral coverage and material quality degradation in the design of high-efficiency InGaN photovoltaic devices.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>InGaN</kwd>
        <kwd>Solar Cells</kwd>
        <kwd>Band Gap Narrowing</kwd>
        <kwd>Indium Molar Fraction</kwd>
        <kwd>Cutoff Wavelength</kwd>
        <kwd>III-Nitride Semiconductors</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>The InGaN alloy (indium-gallium nitride) occupies a strategic position in the field of materials for photovoltaic conversion. Its tunable bandgap spans the spectrum from 0.7 eV (pure InN) to 3.51 eV (pure GaN) through simple variation of the indium molar fraction <italic>x</italic>. This makes it an ideal material for the fabrication of multi-junction solar cells capable of covering the entire solar spectrum [<xref ref-type="bibr" rid="B1">1</xref>]-[<xref ref-type="bibr" rid="B4">4</xref>].</p>
      <p>However, InGaN-based solar cells face significant physical constraints during fabrication. Doping, which is necessary to form p-n junctions, introduces high charge carrier concentrations that alter the intrinsic electronic properties of the material. One of the most significant effects is Band Gap Narrowing (BGN), a phenomenon in which the effective bandgap narrows due to Coulomb interactions between free carriers and between carriers and ionized impurities [<xref ref-type="bibr" rid="B5">5</xref>].</p>
      <p>A quantitative understanding of BGN is essential for accurately predicting the spectral response of the solar cell and optimizing its conversion efficiency. Recent numerical studies on InGaN solar cells confirm that doping, active layer thickness, and device architecture simultaneously influence optical absorption, open-circuit voltage, and overall efficiency [<xref ref-type="bibr" rid="B6">6</xref>]-[<xref ref-type="bibr" rid="B9">9</xref>].</p>
      <p>The present study proposes a comparative and systematic analysis of the effect of doping on BGN, the effective bandgap energy <italic>E</italic><italic><sub>geff</sub></italic>, and the cutoff wavelength <italic>λ</italic><italic><sub>cut</sub></italic>, for two representative InGaN compositions (<italic>x</italic> = 0.12 and <italic>x</italic> = 0.28) at a temperature of 300 K.</p>
    </sec>
    <sec id="sec2">
      <title>2. Theoretical Model</title>
      <sec id="sec2dot1">
        <title>2.1. Bandgap Energy of InGaN</title>
        <p>The bandgap energy of the In<italic><sub>x</sub></italic>Ga<sub>1</sub><sub>−</sub><italic><sub>x</sub></italic>N alloy as a function of the indium molar fraction <italic>x</italic> is given by the modified Vegard’s law including the Varshni correction [<xref ref-type="bibr" rid="B10">10</xref>]:</p>
        <disp-formula id="FD1">
          <label>(1)</label>
          <mml:math display="inline">
            <mml:mrow>
              <mml:msubsup>
                <mml:mi>E</mml:mi>
                <mml:mi>g</mml:mi>
                <mml:mrow>
                  <mml:mi>I</mml:mi>
                  <mml:mi>n</mml:mi>
                  <mml:mi>G</mml:mi>
                  <mml:mi>a</mml:mi>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
              </mml:msubsup>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>T</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:mi>x</mml:mi>
              <mml:mo>⋅</mml:mo>
              <mml:msubsup>
                <mml:mi>E</mml:mi>
                <mml:mi>g</mml:mi>
                <mml:mrow>
                  <mml:mi>I</mml:mi>
                  <mml:mi>n</mml:mi>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
              </mml:msubsup>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mi>T</mml:mi>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>+</mml:mo>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mn>1</mml:mn>
                  <mml:mo>−</mml:mo>
                  <mml:mi>x</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>⋅</mml:mo>
              <mml:msubsup>
                <mml:mi>E</mml:mi>
                <mml:mi>g</mml:mi>
                <mml:mrow>
                  <mml:mi>G</mml:mi>
                  <mml:mi>a</mml:mi>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
              </mml:msubsup>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mi>T</mml:mi>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>−</mml:mo>
              <mml:mn>1.43</mml:mn>
              <mml:mi>x</mml:mi>
              <mml:mo>⋅</mml:mo>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mn>1</mml:mn>
                  <mml:mo>−</mml:mo>
                  <mml:mi>x</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <italic><bold>b</bold></italic><bold>= 1.43 eV</bold> is the bowing parameter [<xref ref-type="bibr" rid="B1">1</xref>]. The Varshni parameters from Vurgaftman &amp; Meyer (2003) are given in <bold>Table 1</bold>.</p>
        <p><bold>Temperature Dependence: Varshni’s Law</bold></p>
        <p>For the binary compounds, the following expression is generally used:</p>
        <disp-formula id="FD2">
          <mml:math>
            <mml:mrow>
              <mml:mrow>
                <mml:mo>{</mml:mo>
                <mml:mtable columnalign="left">
                  <mml:mtr>
                    <mml:mtd>
                      <mml:msubsup>
                        <mml:mi>E</mml:mi>
                        <mml:mi>g</mml:mi>
                        <mml:mrow>
                          <mml:mi>I</mml:mi>
                          <mml:mi>n</mml:mi>
                          <mml:mi>N</mml:mi>
                        </mml:mrow>
                      </mml:msubsup>
                      <mml:mrow>
                        <mml:mo>(</mml:mo>
                        <mml:mi>T</mml:mi>
                        <mml:mo>)</mml:mo>
                      </mml:mrow>
                      <mml:mo>=</mml:mo>
                      <mml:msubsup>
                        <mml:mi>E</mml:mi>
                        <mml:mi>g</mml:mi>
                        <mml:mrow>
                          <mml:mi>I</mml:mi>
                          <mml:mi>n</mml:mi>
                          <mml:mi>N</mml:mi>
                        </mml:mrow>
                      </mml:msubsup>
                      <mml:mrow>
                        <mml:mo>(</mml:mo>
                        <mml:mn>0</mml:mn>
                        <mml:mo>)</mml:mo>
                      </mml:mrow>
                      <mml:mo>−</mml:mo>
                      <mml:mfrac>
                        <mml:mrow>
                          <mml:msub>
                            <mml:mi>α</mml:mi>
                            <mml:mrow>
                              <mml:mi>I</mml:mi>
                              <mml:mi>n</mml:mi>
                              <mml:mi>N</mml:mi>
                            </mml:mrow>
                          </mml:msub>
                          <mml:msup>
                            <mml:mi>T</mml:mi>
                            <mml:mn>2</mml:mn>
                          </mml:msup>
                        </mml:mrow>
                        <mml:mrow>
                          <mml:mi>T</mml:mi>
                          <mml:mo>+</mml:mo>
                          <mml:msub>
                            <mml:mi>β</mml:mi>
                            <mml:mrow>
                              <mml:mi>I</mml:mi>
                              <mml:mi>n</mml:mi>
                              <mml:mi>N</mml:mi>
                            </mml:mrow>
                          </mml:msub>
                        </mml:mrow>
                      </mml:mfrac>
                    </mml:mtd>
                  </mml:mtr>
                  <mml:mtr>
                    <mml:mtd>
                      <mml:msubsup>
                        <mml:mi>E</mml:mi>
                        <mml:mi>g</mml:mi>
                        <mml:mrow>
                          <mml:mi>G</mml:mi>
                          <mml:mi>a</mml:mi>
                          <mml:mi>N</mml:mi>
                        </mml:mrow>
                      </mml:msubsup>
                      <mml:mrow>
                        <mml:mo>(</mml:mo>
                        <mml:mi>T</mml:mi>
                        <mml:mo>)</mml:mo>
                      </mml:mrow>
                      <mml:mo>=</mml:mo>
                      <mml:msubsup>
                        <mml:mi>E</mml:mi>
                        <mml:mi>g</mml:mi>
                        <mml:mrow>
                          <mml:mi>G</mml:mi>
                          <mml:mi>a</mml:mi>
                          <mml:mi>N</mml:mi>
                        </mml:mrow>
                      </mml:msubsup>
                      <mml:mrow>
                        <mml:mo>(</mml:mo>
                        <mml:mn>0</mml:mn>
                        <mml:mo>)</mml:mo>
                      </mml:mrow>
                      <mml:mo>−</mml:mo>
                      <mml:mfrac>
                        <mml:mrow>
                          <mml:msub>
                            <mml:mi>α</mml:mi>
                            <mml:mrow>
                              <mml:mi>G</mml:mi>
                              <mml:mi>a</mml:mi>
                              <mml:mi>N</mml:mi>
                            </mml:mrow>
                          </mml:msub>
                          <mml:msup>
                            <mml:mi>T</mml:mi>
                            <mml:mn>2</mml:mn>
                          </mml:msup>
                        </mml:mrow>
                        <mml:mrow>
                          <mml:mi>T</mml:mi>
                          <mml:mo>+</mml:mo>
                          <mml:msub>
                            <mml:mi>β</mml:mi>
                            <mml:mrow>
                              <mml:mi>G</mml:mi>
                              <mml:mi>a</mml:mi>
                              <mml:mi>N</mml:mi>
                            </mml:mrow>
                          </mml:msub>
                        </mml:mrow>
                      </mml:mfrac>
                    </mml:mtd>
                  </mml:mtr>
                </mml:mtable>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <italic>α</italic> and <italic>β</italic> are material-specific constants. For the alloy, the temperature dependence follows the modified Vegard’s law. <inline-formula><mml:math><mml:mrow><mml:msubsup><mml:mi> E </mml:mi><mml:mi> g </mml:mi><mml:mrow><mml:mi> I </mml:mi><mml:mi> n </mml:mi><mml:mi> N </mml:mi></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math><mml:mrow><mml:msubsup><mml:mi> E </mml:mi><mml:mi> g </mml:mi><mml:mrow><mml:mi> G </mml:mi><mml:mi> a </mml:mi><mml:mi> N </mml:mi></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> are the bandgap energies of InN and GaN, respectively, and <italic>b</italic> is the bowing parameter.</p>
        <p><bold>Table 1</bold><bold>.</bold> Varshni parameters and material properties [<xref ref-type="bibr" rid="B10">10</xref>]-[<xref ref-type="bibr" rid="B12">12</xref>].</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Parameter</bold>
                </td>
                <td>
                  <bold>Symbol</bold>
                </td>
                <td>
                  <bold>GaN</bold>
                </td>
                <td>
                  <bold>InN</bold>
                </td>
                <td>
                  <bold>Unit</bold>
                </td>
                <td>
                  <bold>Reference</bold>
                </td>
              </tr>
              <tr>
                <td>Bandgap at 0 K</td>
                <td>
                  <italic>E</italic>
                  <italic>
                    <sub>g</sub>
                  </italic>
                  (0)
                </td>
                <td>3.510</td>
                <td>0.675</td>
                <td>eV</td>
                <td>Vurgaftman (2003)</td>
              </tr>
              <tr>
                <td>
                  Varshni
                  <italic>α</italic>
                </td>
                <td>
                  <italic>α</italic>
                </td>
                <td>
                  9.09 × 10
                  <sup>−</sup>
                  <sup>4</sup>
                </td>
                <td>
                  2.45 × 10
                  <sup>−</sup>
                  <sup>4</sup>
                </td>
                <td>eV/K</td>
                <td>Vurgaftman (2003)</td>
              </tr>
              <tr>
                <td>
                  Varshni
                  <italic>β</italic>
                </td>
                <td>
                  <italic>β</italic>
                </td>
                <td>830</td>
                <td>624</td>
                <td>K</td>
                <td>Vurgaftman (2003)</td>
              </tr>
              <tr>
                <td>Electron effective mass</td>
                <td>
                  <inline-formula>
                    <mml:math display="inline">
                      <mml:mrow>
                        <mml:msubsup>
                          <mml:mi>m</mml:mi>
                          <mml:mi>n</mml:mi>
                          <mml:mo>∗</mml:mo>
                        </mml:msubsup>
                      </mml:mrow>
                    </mml:math>
                  </inline-formula>
                </td>
                <td>
                  0.20 m
                  <sub>0</sub>
                </td>
                <td>
                  0.11 m
                  <sub>0</sub>
                </td>
                <td>—</td>
                <td>Vurgaftman (2003)</td>
              </tr>
              <tr>
                <td>Hole effective mass</td>
                <td>
                  <inline-formula>
                    <mml:math display="inline">
                      <mml:mrow>
                        <mml:msubsup>
                          <mml:mi>m</mml:mi>
                          <mml:mi>p</mml:mi>
                          <mml:mo>∗</mml:mo>
                        </mml:msubsup>
                      </mml:mrow>
                    </mml:math>
                  </inline-formula>
                </td>
                <td>
                  0.80 m
                  <sub>0</sub>
                </td>
                <td>
                  0.60 m
                  <sub>0</sub>
                </td>
                <td>—</td>
                <td>Vurgaftman (2003)</td>
              </tr>
              <tr>
                <td>Static permittivity</td>
                <td>
                  <italic>ε</italic>
                  <italic>
                    <sub>r</sub>
                  </italic>
                </td>
                <td>8.9</td>
                <td>15.3</td>
                <td>—</td>
                <td>Levinshtein (2001)</td>
              </tr>
              <tr>
                <td>Bowing parameter</td>
                <td>
                  <italic>b</italic>
                </td>
                <td>1.43</td>
                <td>
                </td>
                <td>eV</td>
                <td>
                  Wu
                  <italic>et al.</italic>
                  (2002)
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Band Gap Narrowing (BGN) - Jain-Roulston Model</title>
        <p>Band Gap Narrowing results from many-body interactions in heavily doped semiconductors: carrier-carrier exchange interactions, correlation effects, and ion-carrier interactions. For an n-type semiconductor, the bandgap reduction Δ<italic>E</italic><italic><sub>BGN</sub></italic> is modeled according to the Jain-Roulston formalism [<xref ref-type="bibr" rid="B5">5</xref>]:</p>
        <disp-formula id="FD3">
          <label>(2)</label>
          <mml:math>
            <mml:mrow>
              <mml:msubsup>
                <mml:mi>E</mml:mi>
                <mml:mrow>
                  <mml:mi>B</mml:mi>
                  <mml:mi>G</mml:mi>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mrow>
                  <mml:mi>J</mml:mi>
                  <mml:mi>R</mml:mi>
                </mml:mrow>
              </mml:msubsup>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>T</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:mi>A</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>⋅</mml:mo>
              <mml:msup>
                <mml:mi>N</mml:mi>
                <mml:mrow>
                  <mml:mfrac>
                    <mml:mn>1</mml:mn>
                    <mml:mn>3</mml:mn>
                  </mml:mfrac>
                </mml:mrow>
              </mml:msup>
              <mml:mo>+</mml:mo>
              <mml:mi>B</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>⋅</mml:mo>
              <mml:msup>
                <mml:mi>N</mml:mi>
                <mml:mrow>
                  <mml:mfrac>
                    <mml:mn>1</mml:mn>
                    <mml:mn>4</mml:mn>
                  </mml:mfrac>
                </mml:mrow>
              </mml:msup>
              <mml:mo>+</mml:mo>
              <mml:mi>C</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>⋅</mml:mo>
              <mml:mfrac>
                <mml:mn>1</mml:mn>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>λ</mml:mi>
                    <mml:mi>D</mml:mi>
                  </mml:msub>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mi>x</mml:mi>
                      <mml:mo>,</mml:mo>
                      <mml:mi>N</mml:mi>
                      <mml:mo>,</mml:mo>
                      <mml:mi>T</mml:mi>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <italic>A</italic>, <italic>B</italic>, and <italic>C</italic> are material constants that depend on the composition <italic>x</italic>, and <italic>N</italic> is the doping concentration in cm<sup>−</sup><sup>3</sup>. where <italic>N</italic> denotes the donor concentration (<italic>N</italic><italic><sub>D</sub></italic>). Throughout this work, complete donor ionization at <italic>T</italic> = 300 K is assumed, so that the free electron concentration is approximated by <italic>n</italic> ≈ <italic>N</italic><italic><sub>D</sub></italic>.</p>
        <p>These coefficients are determined from the Jain-Roulston relation:</p>
        <disp-formula id="FD4">
          <label>(3)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>A</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mn>1.83</mml:mn>
                </mml:mrow>
                <mml:mrow>
                  <mml:msubsup>
                    <mml:mi>r</mml:mi>
                    <mml:mi>s</mml:mi>
                    <mml:mo>∗</mml:mo>
                  </mml:msubsup>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mi>x</mml:mi>
                      <mml:mo>,</mml:mo>
                      <mml:mi>N</mml:mi>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                  <mml:mo>⋅</mml:mo>
                  <mml:mn>4</mml:mn>
                  <mml:mi>π</mml:mi>
                  <mml:msub>
                    <mml:mi>ε</mml:mi>
                    <mml:mi>s</mml:mi>
                  </mml:msub>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
              <mml:mo>⋅</mml:mo>
              <mml:mfrac>
                <mml:mi>Λ</mml:mi>
                <mml:mrow>
                  <mml:msubsup>
                    <mml:mi>N</mml:mi>
                    <mml:mi>b</mml:mi>
                    <mml:mrow>
                      <mml:mfrac>
                        <mml:mn>1</mml:mn>
                        <mml:mn>3</mml:mn>
                      </mml:mfrac>
                    </mml:mrow>
                  </mml:msubsup>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <disp-formula id="FD5">
          <label>(4)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>B</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mn>0.95</mml:mn>
                </mml:mrow>
                <mml:mrow>
                  <mml:msubsup>
                    <mml:mi>r</mml:mi>
                    <mml:mi>s</mml:mi>
                    <mml:mrow>
                      <mml:mo>∗</mml:mo>
                      <mml:mrow>
                        <mml:mn>3</mml:mn>
                        <mml:mo>/</mml:mo>
                        <mml:mn>4</mml:mn>
                      </mml:mrow>
                    </mml:mrow>
                  </mml:msubsup>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mi>x</mml:mi>
                      <mml:mo>,</mml:mo>
                      <mml:mi>N</mml:mi>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
              <mml:mo>⋅</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msup>
                    <mml:mi>q</mml:mi>
                    <mml:mn>2</mml:mn>
                  </mml:msup>
                </mml:mrow>
                <mml:mrow>
                  <mml:mn>4</mml:mn>
                  <mml:mi>π</mml:mi>
                  <mml:msub>
                    <mml:mi>ε</mml:mi>
                    <mml:mi>s</mml:mi>
                  </mml:msub>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <disp-formula id="FD6">
          <label>(5)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>C</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mn>1.57</mml:mn>
                </mml:mrow>
                <mml:mrow>
                  <mml:msubsup>
                    <mml:mi>r</mml:mi>
                    <mml:mi>s</mml:mi>
                    <mml:mrow>
                      <mml:mo>∗</mml:mo>
                      <mml:mrow>
                        <mml:mn>3</mml:mn>
                        <mml:mo>/</mml:mo>
                        <mml:mn>2</mml:mn>
                      </mml:mrow>
                    </mml:mrow>
                  </mml:msubsup>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mi>x</mml:mi>
                      <mml:mo>,</mml:mo>
                      <mml:mi>N</mml:mi>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
              <mml:mo>⋅</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msup>
                    <mml:mi>q</mml:mi>
                    <mml:mn>2</mml:mn>
                  </mml:msup>
                </mml:mrow>
                <mml:mrow>
                  <mml:mn>4</mml:mn>
                  <mml:mi>π</mml:mi>
                  <mml:msub>
                    <mml:mi>ε</mml:mi>
                    <mml:mi>s</mml:mi>
                  </mml:msub>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
              <mml:mo>⋅</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msubsup>
                    <mml:mi>m</mml:mi>
                    <mml:mi>d</mml:mi>
                    <mml:mo>*</mml:mo>
                  </mml:msubsup>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
                <mml:mrow>
                  <mml:msup>
                    <mml:mi>m</mml:mi>
                    <mml:mo>*</mml:mo>
                  </mml:msup>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where the reduced Wigner-Seitz radius is given by:</p>
        <disp-formula id="FD7">
          <label>(6)</label>
          <mml:math>
            <mml:mrow>
              <mml:msubsup>
                <mml:mi>r</mml:mi>
                <mml:mi>s</mml:mi>
                <mml:mo>*</mml:mo>
              </mml:msubsup>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:msup>
                <mml:mrow>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mfrac>
                        <mml:mn>3</mml:mn>
                        <mml:mrow>
                          <mml:mn>4</mml:mn>
                          <mml:mi>π</mml:mi>
                          <mml:mi>N</mml:mi>
                        </mml:mrow>
                      </mml:mfrac>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
                <mml:mrow>
                  <mml:mrow>
                    <mml:mn>1</mml:mn>
                    <mml:mo>/</mml:mo>
                    <mml:mn>3</mml:mn>
                  </mml:mrow>
                </mml:mrow>
              </mml:msup>
              <mml:mo>⋅</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msup>
                    <mml:mi>m</mml:mi>
                    <mml:mo>*</mml:mo>
                  </mml:msup>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>m</mml:mi>
                    <mml:mn>0</mml:mn>
                  </mml:msub>
                </mml:mrow>
              </mml:mfrac>
              <mml:mo>⋅</mml:mo>
              <mml:mfrac>
                <mml:mn>1</mml:mn>
                <mml:mrow>
                  <mml:msubsup>
                    <mml:mi>a</mml:mi>
                    <mml:mi>B</mml:mi>
                    <mml:mo>*</mml:mo>
                  </mml:msubsup>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <disp-formula id="FD8">
          <label>(7)</label>
          <mml:math>
            <mml:mrow>
              <mml:msubsup>
                <mml:mi>a</mml:mi>
                <mml:mi>B</mml:mi>
                <mml:mo>*</mml:mo>
              </mml:msubsup>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mi>x</mml:mi>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mn>4</mml:mn>
                  <mml:mi>π</mml:mi>
                  <mml:msub>
                    <mml:mi>ε</mml:mi>
                    <mml:mi>s</mml:mi>
                  </mml:msub>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                  <mml:msup>
                    <mml:mi>ℏ</mml:mi>
                    <mml:mn>2</mml:mn>
                  </mml:msup>
                </mml:mrow>
                <mml:mrow>
                  <mml:msup>
                    <mml:mi>m</mml:mi>
                    <mml:mo>*</mml:mo>
                  </mml:msup>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>x</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                  <mml:msup>
                    <mml:mi>q</mml:mi>
                    <mml:mn>2</mml:mn>
                  </mml:msup>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <italic>λ</italic><italic><sub>D</sub></italic> is the Debye length given by the following equation:</p>
        <disp-formula id="FD9">
          <label>(8)</label>
          <mml:math>
            <mml:mrow>
              <mml:msub>
                <mml:mi>λ</mml:mi>
                <mml:mi>D</mml:mi>
              </mml:msub>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:msqrt>
                <mml:mrow>
                  <mml:mfrac>
                    <mml:mrow>
                      <mml:msub>
                        <mml:mi>ε</mml:mi>
                        <mml:mi>s</mml:mi>
                      </mml:msub>
                      <mml:mrow>
                        <mml:mo>(</mml:mo>
                        <mml:mi>x</mml:mi>
                        <mml:mo>)</mml:mo>
                      </mml:mrow>
                      <mml:msub>
                        <mml:mi>k</mml:mi>
                        <mml:mi>B</mml:mi>
                      </mml:msub>
                      <mml:mi>T</mml:mi>
                    </mml:mrow>
                    <mml:mrow>
                      <mml:msup>
                        <mml:mi>q</mml:mi>
                        <mml:mn>2</mml:mn>
                      </mml:msup>
                      <mml:mi>N</mml:mi>
                    </mml:mrow>
                  </mml:mfrac>
                </mml:mrow>
              </mml:msqrt>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>The material parameters (<inline-formula><mml:math display="inline"><mml:mrow><mml:msubsup><mml:mi> m </mml:mi><mml:mi> n </mml:mi><mml:mo> ∗ </mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula> , <inline-formula><mml:math display="inline"><mml:mrow><mml:msubsup><mml:mi> m </mml:mi><mml:mi> p </mml:mi><mml:mo> ∗ </mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula> , <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi> ε </mml:mi><mml:mi> r </mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> ) are linearly interpolated between the values of GaN and InN as a function of<italic>x</italic>.</p>
        <p><inline-formula><mml:math><mml:mrow><mml:msup><mml:mi> m </mml:mi><mml:mo> * </mml:mo></mml:msup><mml:mrow><mml:mo> ( </mml:mo><mml:mi> x </mml:mi><mml:mo> ) </mml:mo></mml:mrow><mml:mo> = </mml:mo><mml:mi> x </mml:mi><mml:msubsup><mml:mi> m </mml:mi><mml:mrow><mml:mi> I </mml:mi><mml:mi> n </mml:mi><mml:mi> N </mml:mi></mml:mrow><mml:mo> * </mml:mo></mml:msubsup><mml:mo> + </mml:mo><mml:mrow><mml:mo> ( </mml:mo><mml:mrow><mml:mn> 1 </mml:mn><mml:mo> − </mml:mo><mml:mi> x </mml:mi></mml:mrow><mml:mo> ) </mml:mo></mml:mrow><mml:msubsup><mml:mi> m </mml:mi><mml:mrow><mml:mi> G </mml:mi><mml:mi> a </mml:mi><mml:mi> N </mml:mi></mml:mrow><mml:mo> * </mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula> , <inline-formula><mml:math><mml:mrow><mml:msup><mml:mi> m </mml:mi><mml:mo> * </mml:mo></mml:msup><mml:mrow><mml:mo> ( </mml:mo><mml:mi> x </mml:mi><mml:mo> ) </mml:mo></mml:mrow><mml:mo> = </mml:mo><mml:mi> x </mml:mi><mml:msubsup><mml:mi> m </mml:mi><mml:mrow><mml:mi> I </mml:mi><mml:mi> n </mml:mi><mml:mi> N </mml:mi></mml:mrow><mml:mo> * </mml:mo></mml:msubsup><mml:mo> + </mml:mo><mml:mrow><mml:mo> ( </mml:mo><mml:mrow><mml:mn> 1 </mml:mn><mml:mo> − </mml:mo><mml:mi> x </mml:mi></mml:mrow><mml:mo> ) </mml:mo></mml:mrow><mml:msubsup><mml:mi> m </mml:mi><mml:mrow><mml:mi> G </mml:mi><mml:mi> a </mml:mi><mml:mi> N </mml:mi></mml:mrow><mml:mo> * </mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula> et <inline-formula><mml:math><mml:mrow><mml:msub><mml:mi> ε </mml:mi><mml:mi> s </mml:mi></mml:msub><mml:mrow><mml:mo> ( </mml:mo><mml:mi> x </mml:mi><mml:mo> ) </mml:mo></mml:mrow><mml:mo> = </mml:mo><mml:mi> x </mml:mi><mml:msub><mml:mi> ε </mml:mi><mml:mrow><mml:mi> I </mml:mi><mml:mi> n </mml:mi><mml:mi> N </mml:mi></mml:mrow></mml:msub><mml:mo> + </mml:mo><mml:mrow><mml:mo> ( </mml:mo><mml:mrow><mml:mn> 1 </mml:mn><mml:mo> − </mml:mo><mml:mi> x </mml:mi></mml:mrow><mml:mo> ) </mml:mo></mml:mrow><mml:mi> x </mml:mi><mml:msub><mml:mi> ε </mml:mi><mml:mrow><mml:mi> G </mml:mi><mml:mi> a </mml:mi><mml:mi> N </mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula></p>
        <p>These parameters are given in <bold>Table 2</bold>.</p>
        <p><bold>Table 2</bold><bold>.</bold> Some values of the electrical properties of GaN and InN at 300 K.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Property</bold>
                </td>
                <td>
                  <bold>InN</bold>
                </td>
                <td>
                  <bold>GaN</bold>
                </td>
              </tr>
              <tr>
                <td>
                  Band gap (
                  <italic>E</italic>
                  <italic>
                    <sub>g</sub>
                  </italic>
                  ) eV
                </td>
                <td>0.675</td>
                <td>3.51</td>
              </tr>
              <tr>
                <td>
                  Electron affinity (
                  <italic>χ</italic>
                  ) eV
                </td>
                <td>5.6</td>
                <td>4.1</td>
              </tr>
              <tr>
                <td>
                  Effective density of states in the conduction band (
                  <italic>N</italic>
                  <italic>
                    <sub>c</sub>
                  </italic>
                  ) (cm
                  <sup>−3</sup>
                  )
                </td>
                <td>
                  5.1∙10
                  <sup>17</sup>
                </td>
                <td>
                  2.3∙10
                  <sup>18</sup>
                </td>
              </tr>
              <tr>
                <td>
                  Effective density of states in the valence band (
                  <italic>N</italic>
                  <italic>
                    <sub>v</sub>
                  </italic>
                  ) (cm
                  <sup>−3</sup>
                  )
                </td>
                <td>
                  5.3∙10
                  <sup>19</sup>
                </td>
                <td>
                  4.6∙10
                  <sup>19</sup>
                </td>
              </tr>
              <tr>
                <td>
                  Electron effective mass (
                  <italic>m</italic>
                  <italic>
                    <sub>e</sub>
                  </italic>
                  )
                </td>
                <td>
                  0.11m
                  <sub>0</sub>
                </td>
                <td>
                  0.2m
                  <sub>0</sub>
                </td>
              </tr>
              <tr>
                <td>
                  Hole effective mass (
                  <italic>m</italic>
                  <italic>
                    <sub>h</sub>
                  </italic>
                  )
                </td>
                <td>0.65</td>
                <td>
                  0.80 m
                  <sub>0</sub>
                </td>
              </tr>
              <tr>
                <td>
                  Dielectric permittivity (
                  <italic>ε</italic>
                  )
                </td>
                <td>15.3</td>
                <td>8.9</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Validity Range of the Jain-Roulston Model</title>
        <p>The Jain-Roulston model is valid for doping concentrations <italic><bold>N</bold></italic><bold>≤ 3 × 10</bold><bold><sup>18</sup></bold><bold>cm</bold><bold><sup>−</sup></bold><bold><sup>3</sup></bold>. Beyond this limit, two physical effects not included in the model become significant: Although the Jain–Roulston model was originally developed for conventional semiconductors such as Si, Ge and GaAs, it has been widely employed as a first-order approximation for evaluating many-body interaction effects in heavily doped III-V semiconductors. The predicted BGN magnitudes obtained in this study remain within the order of magnitude reported for heavily doped GaN and InGaN materials in the literature, supporting the applicability of the model for comparative analysis.</p>
        <p><bold>Burstein-Moss effect</bold>: Band filling by degenerate carriers leads to an apparent increase in the optical bandgap, which partially compensates the Band Gap Narrowing (BGN).</p>
        <p><bold>Carrier degeneracy</bold>: The Fermi level penetrates into the conduction band, invalidating the classical Boltzmann statistics used in the derivation of the Jain-Roulston model.</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Effective Bandgap and Cutoff Wavelength</title>
        <p>The cutoff wavelength <italic>λ</italic><italic><sub>cut</sub></italic> corresponds to the minimum photon energy required to excite an electron across the effective bandgap. The relations for the effective bandgap energy and the cutoff wavelength are given by the following equation:</p>
        <disp-formula id="FD10">
          <label>(9)</label>
          <mml:math display="inline">
            <mml:mrow>
              <mml:msubsup>
                <mml:mi>E</mml:mi>
                <mml:mi>g</mml:mi>
                <mml:mrow>
                  <mml:mi>I</mml:mi>
                  <mml:mi>n</mml:mi>
                  <mml:mi>G</mml:mi>
                  <mml:mi>a</mml:mi>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
              </mml:msubsup>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>T</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:msub>
                <mml:mi>E</mml:mi>
                <mml:mi>g</mml:mi>
              </mml:msub>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>T</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>−</mml:mo>
              <mml:msubsup>
                <mml:mi>E</mml:mi>
                <mml:mrow>
                  <mml:mi>B</mml:mi>
                  <mml:mi>G</mml:mi>
                  <mml:mi>N</mml:mi>
                </mml:mrow>
                <mml:mrow>
                  <mml:mi>J</mml:mi>
                  <mml:mi>R</mml:mi>
                </mml:mrow>
              </mml:msubsup>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>x</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>N</mml:mi>
                  <mml:mo>,</mml:mo>
                  <mml:mi>T</mml:mi>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mtext>
                 
              </mml:mtext>
              <mml:mtext>
                 
              </mml:mtext>
              <mml:mtext>
                 
              </mml:mtext>
              <mml:mtext>
                 
              </mml:mtext>
              <mml:msub>
                <mml:mi>λ</mml:mi>
                <mml:mrow>
                  <mml:mi>c</mml:mi>
                  <mml:mi>u</mml:mi>
                  <mml:mi>t</mml:mi>
                </mml:mrow>
              </mml:msub>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mtext>nm</mml:mtext>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mn>1240</mml:mn>
                </mml:mrow>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>E</mml:mi>
                    <mml:mrow>
                      <mml:mi>g</mml:mi>
                      <mml:mi>e</mml:mi>
                      <mml:mi>f</mml:mi>
                      <mml:mi>f</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                  <mml:mrow>
                    <mml:mo>[</mml:mo>
                    <mml:mrow>
                      <mml:mtext>eV</mml:mtext>
                    </mml:mrow>
                    <mml:mo>]</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>A red shift of <italic>λ</italic><italic><sub>cut</sub></italic> (<italic>i.e.</italic>, an increase) indicates the possibility of absorbing photons of lower energy. This can increase the short-circuit current density Jsc but may potentially degrade the open-circuit voltage Voc, as shown by several recent numerical optimization studies on single-junction InGaN structures, thin polar layers, and intermediate-band architectures [<xref ref-type="bibr" rid="B6">6</xref>]-[<xref ref-type="bibr" rid="B8">8</xref>][<xref ref-type="bibr" rid="B13">13</xref>].</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results and Discussion</title>
      <sec id="sec3dot1">
        <title>3.1. Summary of Parameters as a Function of Doping</title>
        <p><bold>Table 3</bold> and <bold>Table 4</bold> present the calculated values of bandgap narrowing (Δ<italic>E</italic><italic><sub>BGN</sub></italic>), effective bandgap energy (<italic>E</italic><italic><sub>geff</sub></italic>), and cutoff wavelength (<italic>λ</italic><italic><sub>cut</sub></italic>) for the two compositions investigated at the different doping levels considered, ranging from the absence of BGN to the heavily doped regime (3 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>).</p>
        <p><bold>Table 3</bold><bold>.</bold> Physical parameters for <italic>x</italic> = 0.12 (In<sub>0.12</sub>Ga<sub>0.88</sub>N), <italic>T</italic> = 300 K.</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <italic>
                    <bold>N</bold>
                  </italic>
                  <bold>[</bold>
                  <bold>cm</bold>
                  <bold>
                    <sup>−3</sup>
                  </bold>
                  <bold>]</bold>
                </td>
                <td>
                  <bold>Doping</bold>
                  <bold>Regime</bold>
                </td>
                <td>
                  <bold>Δ</bold>
                  <italic>
                    <bold>E</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>BGN</sub>
                    </bold>
                  </italic>
                  <bold>[</bold>
                  <bold>meV]</bold>
                </td>
                <td>
                  <italic>
                    <bold>E</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>geff</sub>
                    </bold>
                  </italic>
                  <bold>[</bold>
                  <bold>eV]</bold>
                </td>
                <td>
                  <italic>
                    <bold>λ</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>cut</sub>
                    </bold>
                  </italic>
                  <bold>[</bold>
                  <bold>nm]</bold>
                </td>
                <td>
                  <bold>Δ</bold>
                  <italic>
                    <bold>λ</bold>
                  </italic>
                  <bold>[</bold>
                  <bold>nm]</bold>
                </td>
              </tr>
              <tr>
                <td>No BGN</td>
                <td>—</td>
                <td>0</td>
                <td>2.9524</td>
                <td>420.0</td>
                <td>—</td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>16</sup>
                </td>
                <td>Low</td>
                <td>5.15</td>
                <td>2.9473</td>
                <td>420.7</td>
                <td>+0.7</td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>17</sup>
                </td>
                <td>Low-to-moderate</td>
                <td>35.6</td>
                <td>2.9168</td>
                <td>425.2</td>
                <td>+5.2</td>
              </tr>
              <tr>
                <td>
                  5 × 10
                  <sup>17</sup>
                </td>
                <td>Moderate</td>
                <td>150.0</td>
                <td>2.8024</td>
                <td>442.5</td>
                <td>+22.5</td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>18</sup>
                </td>
                <td>High</td>
                <td>283.7</td>
                <td>2.6687</td>
                <td>464.7</td>
                <td>+44.8</td>
              </tr>
              <tr>
                <td>
                  3 × 10
                  <sup>18</sup>
                </td>
                <td>Very High</td>
                <td>792.0</td>
                <td>2.1604</td>
                <td>574.0</td>
                <td>+154</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>Table 4</bold><bold>.</bold> Physical parameters for <italic>x</italic> = 0.28 (In<sub>0.28</sub>Ga<sub>0.72</sub>N), <italic>T</italic> = 300 K.</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <italic>
                    <bold>N</bold>
                  </italic>
                  <bold>[</bold>
                  <bold>cm</bold>
                  <bold>
                    <sup>−3</sup>
                  </bold>
                  <bold>]</bold>
                </td>
                <td>
                  <bold>Doping</bold>
                  <bold>Regime</bold>
                </td>
                <td>
                  <bold>Δ</bold>
                  <italic>
                    <bold>E</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>BGN</sub>
                    </bold>
                  </italic>
                  <bold>[</bold>
                  <bold>meV]</bold>
                </td>
                <td>
                  <italic>
                    <bold>E</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>geff</sub>
                    </bold>
                  </italic>
                  <bold>[</bold>
                  <bold>eV]</bold>
                </td>
                <td>
                  <italic>
                    <bold>λ</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>cut</sub>
                    </bold>
                  </italic>
                  <bold>[</bold>
                  <bold>nm]</bold>
                </td>
                <td>
                  <bold>Δ</bold>
                  <italic>
                    <bold>λ</bold>
                  </italic>
                  <bold>[</bold>
                  <bold>nm]</bold>
                </td>
              </tr>
              <tr>
                <td>No BGN</td>
                <td>—</td>
                <td>0</td>
                <td>2.3692</td>
                <td>523.4</td>
                <td>—</td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>1</sup>
                  <sup>6</sup>
                </td>
                <td>Low</td>
                <td>6.24</td>
                <td>2.3630</td>
                <td>524.8</td>
                <td>+1.4</td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>17</sup>
                </td>
                <td>Low-to-moderate</td>
                <td>43.30</td>
                <td>2.3259</td>
                <td>533.2</td>
                <td>+9.8</td>
              </tr>
              <tr>
                <td>
                  5 × 10
                  <sup>17</sup>
                </td>
                <td>Moderate</td>
                <td>186.5</td>
                <td>2.1827</td>
                <td>568.1</td>
                <td>+44.7</td>
              </tr>
              <tr>
                <td>
                  10
                  <sup>18</sup>
                </td>
                <td>High</td>
                <td>240.7</td>
                <td>2.1285</td>
                <td>582.7</td>
                <td>+59.3</td>
              </tr>
              <tr>
                <td>
                  3 × 10
                  <sup>18</sup>
                </td>
                <td>Very High</td>
                <td>993.5</td>
                <td>1.3757</td>
                <td>901.4</td>
                <td>+378</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Evolution of Band Gap Narrowing with Doping</title>
        <p><xref ref-type="fig" rid="fig1">Figure 1</xref> illustrates the evolution of ΔEBGN_{BGN}BGN as a function of the doping concentration for the two Indium mole fractions. A strongly non-linear increase in the BGN is observed: negligible at low doping levels (&lt;5.15 meV at 10<sup>16</sup> cm<sup>−</sup><sup>3</sup> for <italic>x</italic> = 0.12), it becomes critical beyond 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>, reaching 792.0 meV and 993.5 meV for <italic>x</italic> = 0.12 and <italic>x</italic> = 0.28, respectively, at 3 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>.</p>
        <p>In general, the composition <italic>x</italic> = 0.28 exhibits a larger BGN than <italic>x</italic> = 0.12, particularly at low and very high doping levels. However, an exception is observed at <italic>N</italic> = 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>, where the calculated BGN for <italic>x</italic> = 0.12 (283.7 meV) slightly exceeds that of <italic>x</italic> = 0.28 (240.7 meV). This deviation may arise from the interplay between effective mass and dielectric screening effects in the Jain–Roulston formulation.</p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Reduction of the Effective Bandgap Energy</title>
        <p><xref ref-type="fig" rid="fig2">Figure 2</xref> shows the evolution of Egeff with doping. For <italic>x</italic> = 0.12, Egeff decreases from 2.9524 eV (without BGN) to 2.1604 eV at 3 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>, representing a reduction of 26.8%. For <italic>x</italic> = 0.28, the drop is even more pronounced: from 2.3692 eV to 1.3757 eV, corresponding to a reduction of 41.9%.</p>
        <p>These significant reductions in Egeff can disrupt band alignment in multi-junction structures and alter the ideal diode quality factor, directly impacting the fill factor FF and the conversion efficiency η of the solar cell [<xref ref-type="bibr" rid="B4">4</xref>][<xref ref-type="bibr" rid="B8">8</xref>].</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1180447-rId57.jpeg?20260624021023" />
        </fig>
        <p><bold>Figure 1.</bold>Variation of band gap narrowing Δ<italic>E</italic><italic><sub>BGN</sub></italic> as a function of doping concentration <italic>N</italic> for <italic>x</italic> = 0.12 and <italic>x</italic> = 0.28 at <italic>T</italic> = 300 K.</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1180447-rId58.jpeg?20260624021023" />
        </fig>
        <p><bold>Figure 2</bold><bold>.</bold> Effective bandgap energy <italic>E</italic><italic><sub>geff</sub></italic> as a function of doping concentration <italic>N</italic> for the two InGaN compositions.</p>
      </sec>
      <sec id="sec3dot4">
        <title>3.4. Shift of the Cutoff Wavelength</title>
        <p><xref ref-type="fig" rid="fig3">Figure 3</xref> shows the evolution of <italic>λ</italic><italic><sub>cut</sub></italic> with doping. The red shift is moderate at low doping levels but becomes spectacular in the high doping regime. For <italic>x</italic> = 0.28, <italic>λ</italic><italic><sub>cut</sub></italic> increases from 523.4 nm to 901.4 nm, crossing the visible-infrared boundary of the solar spectrum. This significantly broadens the spectral absorption window.</p>
      </sec>
      <sec id="sec3dot5">
        <title>
          3.5. Summary of the Spectral Shift Δ
          <italic>λ</italic>
          <italic>
            <sub>cut</sub>
          </italic>
        </title>
        <p><bold>Table 5</bold> and <xref ref-type="fig" rid="fig4">Figure 4</xref> summarize the shifts in Δ<italic>λ</italic><italic><sub>cut</sub></italic> relative to the reference case (without BGN) for each doping regime. The comparison between the two compositions shows that <italic>x</italic> = 0.28 consistently produces a larger shift, with an amplification factor of approximately 2 to 2.5 in the moderate and high doping regimes, reaching a factor greater than 2.4 in the very high doping regime.</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/1180447-rId59.jpeg?20260624021024" />
        </fig>
        <p><bold>Figure 3.</bold>Cutoff wavelength <italic>λ</italic><italic><sub>cut</sub></italic> as a function of doping concentration <italic>N</italic>. The redshift is more pronounced for <italic>x</italic> = 0.28.</p>
        <p><bold>Table 5</bold><bold>.</bold> Shift Δ<italic>λ</italic><italic><sub>cut</sub></italic> of the cutoff wavelength according to the doping regime.</p>
        <table-wrap id="tbl5">
          <label>Table 5</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Doping</bold>
                  <bold>Regime</bold>
                </td>
                <td>
                  <bold>Concentration</bold>
                  <italic>
                    <bold>N</bold>
                  </italic>
                  <bold>[</bold>
                  <bold>cm</bold>
                  <bold>
                    <sup>−3</sup>
                  </bold>
                  <bold>]</bold>
                </td>
                <td>
                  <italic>
                    <bold>x</bold>
                  </italic>
                  <bold>= 0.12: Δ</bold>
                  <italic>
                    <bold>λ</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>cut</sub>
                    </bold>
                  </italic>
                  <bold>[</bold>
                  <bold>nm]</bold>
                </td>
                <td>
                  <italic>
                    <bold>x</bold>
                  </italic>
                  <bold>= 0.28: Δ</bold>
                  <italic>
                    <bold>λ</bold>
                  </italic>
                  <italic>
                    <bold>
                      <sub>cut</sub>
                    </bold>
                  </italic>
                  <bold>[</bold>
                  <bold>nm]</bold>
                </td>
              </tr>
              <tr>
                <td>Low</td>
                <td>
                  10
                  <sup>16</sup>
                </td>
                <td>+0.7</td>
                <td>+1.4</td>
              </tr>
              <tr>
                <td>Moderate</td>
                <td>
                  5 × 10
                  <sup>17</sup>
                </td>
                <td>+22.5</td>
                <td>+44.7</td>
              </tr>
              <tr>
                <td>High</td>
                <td>
                  10
                  <sup>18</sup>
                </td>
                <td>+44.7</td>
                <td>+59.3</td>
              </tr>
              <tr>
                <td>Very High</td>
                <td>
                  3 × 10
                  <sup>18</sup>
                </td>
                <td>+154</td>
                <td>+378</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Δ<italic>λ</italic><italic><sub>cut</sub></italic> calculated with respect to the reference case without BGN for each composition.</p>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/1180447-rId60.jpeg?20260624021024" />
        </fig>
        <p><bold>Figure 4</bold><bold>.</bold> Spectral shift Δ<italic>λ</italic><italic><sub>cut</sub></italic> by doping regime for <italic>x</italic> = 0.12 and <italic>x</italic> = 0.28. The nonlinearity is particularly pronounced in the very heavy regime.</p>
      </sec>
      <sec id="sec3dot6">
        <title>3.6. Implications for Photovoltaic Optimization</title>
        <p>The analysis shows that doping in the range of 10<sup>16</sup> - 5 × 10<sup>1</sup>⁷ cm<sup>−</sup><sup>3</sup> enables a moderate spectral extension (Δ<italic>λ</italic><italic><sub>cut</sub></italic> &lt; 45 nm for both compositions) while keeping the effective bandgap energy close to the nominal values. This regime therefore represents an optimal doping window for taking advantage of BGN without severely compromising the material’s electronic properties, in line with several recent studies on InGaN cell optimization [<xref ref-type="bibr" rid="B6">6</xref>]-[<xref ref-type="bibr" rid="B9">9</xref>].</p>
        <p>Beyond 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>, the non-linear increase in BGN induces an excessive reduction in Egeff, which is likely to lower the open-circuit voltage Voc and degrade the overall efficiency of the solar cell, despite the broadening of the absorption window. An optimal compromise must therefore be determined according to the incident solar spectrum and the specific cell architecture, whether single-junction, tandem, or intermediate-band devices [<xref ref-type="bibr" rid="B4">4</xref>][<xref ref-type="bibr" rid="B8">8</xref>][<xref ref-type="bibr" rid="B9">9</xref>][<xref ref-type="bibr" rid="B13">13</xref>].</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Conclusions</title>
      <p>This study presents a systematic numerical analysis of the Band Gap Narrowing (BGN) effect in InGaN solar cells for two Indium molar fractions (<italic>x</italic> = 0.12 and <italic>x</italic> = 0.28) at <italic>T</italic> = 300 K. The main results can be summarized as follows:</p>
      <p>BGN increases in a strongly non-linear manner with doping concentration, with a critical acceleration beyond 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>.The <italic>x</italic> = 0.28 composition exhibits a systematically more pronounced BGN, resulting in a greater reduction of Egeff and a larger shift in <italic>λ</italic><italic><sub>cut</sub></italic>.A maximum shift of +378 nm is observed for <italic>x</italic> = 0.28 at 3 × 10<sup>18</sup> cm<sup>−</sup><sup>3</sup>, moving <italic>λ</italic><italic><sub>cut</sub></italic> to 901.4 nm in the near-infrared region.The optimal doping range for photovoltaic applications lies between 10<sup>16</sup> and 5 × 10<sup>1</sup>⁷ cm<sup>−</sup><sup>3</sup>, providing a good compromise between spectral extension and material quality.</p>
      <p>These results constitute an essential quantitative foundation for the design of high-efficiency InGaN solar cells. Future work will incorporate the effects of temperature, the internal piezoelectric electric field inherent to nitrides, and layer morphology on the effective BGN, in connection with recent advances reported for advanced InGaN structures [<xref ref-type="bibr" rid="B3">3</xref>][<xref ref-type="bibr" rid="B4">4</xref>][<xref ref-type="bibr" rid="B13">13</xref>].</p>
    </sec>
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