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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">cc</journal-id>
      <journal-title-group>
        <journal-title>Computational Chemistry</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2332-5984</issn>
      <issn pub-type="ppub">2332-5968</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/cc.2026.144006</article-id>
      <article-id pub-id-type="publisher-id">cc-153671</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>DFT Study of the Reactivity of Some Methylenepyran Derivatives Used in Dye-Sensitized Solar Cells</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Bakayoko</surname>
            <given-names>Yacouba</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Assoma</surname>
            <given-names>Amon Benjamine</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Dembélé</surname>
            <given-names>Georges Stéphane</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kone</surname>
            <given-names>Mawa</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Laboratoire de Constitution et Réaction de la Matière, Unité de Formation et de Recherche des Sciences des Structures de la Matière et de Technologie, Université FHB de Cocody, Abidjan, Côte d’Ivoire </aff>
      <aff id="aff2"><label>2</label> Laboratoire de Thermodynamique et de Physico-Chimie du Milieu, Unité de Formation et de Recherche des Sciences Fondamentales Appliquées, Université UNA d’Abobo-Adjamé, Abidjan, Côte d’Ivoire </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>10</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>10</month>
        <year>2026</year>
      </pub-date>
      <volume>14</volume>
      <issue>04</issue>
      <fpage>95</fpage>
      <lpage>104</lpage>
      <history>
        <date date-type="received">
          <day>31</day>
          <month>07</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>01</day>
          <month>09</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>04</day>
          <month>09</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/cc.2026.144006">https://doi.org/10.4236/cc.2026.144006</self-uri>
      <abstract>
        <p>Solar energy is one of the best alternatives for combating climate change. Its development has led to the creation of dye-sensitized solar cells (DSSCs). To improve the solar energy conversion efficiency of DSSCs, several organic compounds, including methylenepyran derivatives, have been synthesized. This work contributes to the understanding of some methylenepyran derivatives as dyes. To do this, the physicochemical and photovoltaic properties are evaluated through the dipole moment, the HOMO-LUMO energy gap, UV-Visible absorptions, and the Light Harvesting Efficiency (LHE). The calculations are carried out with DFT and TD-DFT methods in gas and aqueous phases. In both phases, the results show that compound C<sub>P</sub>, containing the phenyl group, is favorable for good intramolecular charge transfer, while compound C<sub>I</sub>, with the iodine substituent, is favorable for good light harvesting. C<sub>P</sub> and C<sub>I</sub> compounds are the best dyes among the six that were the subjects of this study.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Methylenepyran</kwd>
        <kwd>Dyes</kwd>
        <kwd>HOMO-LUMO Energy Gap</kwd>
        <kwd>UV-Visible</kwd>
        <kwd>DFT</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Fossil energies are the primary energy source in the world. However, these energy sources have an impact on the environment and the health of populations. In the fight against global warming, solar energy appears as one of the best alternatives. Indeed, solar energy is the most accessible and cleanest renewable energy source [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B2">2</xref>]. The development of solar energy has enabled the creation of several types of solar cells, including dye-sensitized solar cells (DSSC) [<xref ref-type="bibr" rid="B3">3</xref>][<xref ref-type="bibr" rid="B4">4</xref>]. DSSCs have attracted considerable attention [<xref ref-type="bibr" rid="B5">5</xref>]-[<xref ref-type="bibr" rid="B7">7</xref>]. However, one of the main research challenges is to improve the conversion efficiency of photovoltaic energy while keeping production costs low. Calogero <italic>et</italic><italic>al</italic>. reported a conversion yield of 0.66% using a red dye made from Sicilian orange juice as a sensitizer [<xref ref-type="bibr" rid="B5">5</xref>]. Wongcharee <italic>et</italic><italic>al</italic>. obtained a conversion yield of 0.70% with Roselle as a sensitizer [<xref ref-type="bibr" rid="B6">6</xref>]. A conversion yield of 2.09% was obtained with the Rose Bengal dye [<xref ref-type="bibr" rid="B7">7</xref>]. Many other studies have demonstrated the effectiveness of organic compounds in photoconversion [<xref ref-type="bibr" rid="B8">8</xref>]-[<xref ref-type="bibr" rid="B10">10</xref>]. The choice of dye, therefore, appears crucial to improving yield. Indeed, a good dye must be able to transfer electrons from its excited state to the conduction band of the semiconductor, which is titanium dioxide (TiO<sub>2</sub>), and regenerate the charges after the photo-oxidation process. These Intramolecular Charge Transfer (ICT) processes are well understood in theoretical chemistry. </p>
      <p>Thus, the aim of our work is to theoretically study the electronic properties of some methylenepyran derivatives of type donor-<italic>π</italic>-acceptor (D-<italic>π</italic>-A) used as electrodonor fragments in type push-pull complexes [<xref ref-type="bibr" rid="B11">11</xref>][<xref ref-type="bibr" rid="B12">12</xref>]. Six methylenepyran derivatives were chosen for this purpose. Four of them were studied experimentally and theoretically [<xref ref-type="bibr" rid="B13">13</xref>]. Theoretically, the energies of the frontier molecular orbitals (HOMO, LUMO) and the UV-visible absorptions of these compounds have been calculated at the B3LYP/6-31G(d) level. In this work, these electronic properties are evaluated at the B3LYP/LANL2DZ level. In addition to these properties, the polarity and the Light Harvesting Efficiency (LHE) are determined. Thus, the Density Functional Theory (DFT) and Time-Dependent DFT (TD-DFT) methods, with the B3LYP functional associated with the basis LANL2DZ, are used in this work [<xref ref-type="bibr" rid="B14">14</xref>]-[<xref ref-type="bibr" rid="B17">17</xref>]. The effect of the solvent on the properties was also taken into account with Tomasi’s conductor-like polarizable continuum model (CPCM) in order to bring more precision to the literature data [<xref ref-type="bibr" rid="B18">18</xref>]. </p>
    </sec>
    <sec id="sec2">
      <title>2. Materials and Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Materials</title>
        <p>This study focuses on six methylenepyran derivatives that differ in the presence of fluorine, chlorine, bromine, iodine, and phenyl atoms in their structures. They are named C, C<sub>F</sub>, C<sub>Cl</sub>, C<sub>Br</sub>, C<sub>I</sub>, and C<sub>P</sub>, and are shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. </p>
        <p>These calculations are carried out with the GAUSSIAN-09 program [<xref ref-type="bibr" rid="B19">19</xref>]. </p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1710203-rId13.jpeg?20260904021545" />
        </fig>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1710203-rId14.jpeg?20260904021545" />
        </fig>
        <p>Figure 1. Methylenepyran derivatives.</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Methods</title>
        <p>The dipole moment, the energy gap between the highest occupied molecular orbital (HOMO) and the lowest vacant (LUMO), as well as UV-visible absorptions, are physicochemical parameters that characterize intramolecular charge transfer [<xref ref-type="bibr" rid="B20">20</xref>]-[<xref ref-type="bibr" rid="B22">22</xref>]. To determine these parameters, the compounds were first optimized in their ground state (charge = 0) using Density Functional Theory (DFT) and the B3LYP hybrid functional, associated with the LANL2DZ basis [<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B16">16</xref>]. The RMS gradient norm is practically zero for all compounds, indicating good convergence of the calculations and good stability of the optimized geometries. Then, UV-visible absorptions were calculated using the TD-DFT method from the initially optimized molecules at the B3LYP/LANL2DZ level [<xref ref-type="bibr" rid="B17">17</xref>]. Six excited states were investigated. Finally, all calculations were also performed in the aqueous phase using Tomasi’s conductor-like polarizable continuum model (CPCM) [<xref ref-type="bibr" rid="B18">18</xref>]. </p>
        <p>The energy gap between the frontier molecular orbitals, HOMO and LUMO, is calculated from Equation (1). </p>
        <disp-formula id="FD1">
          <label>(1)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>Δ</mml:mi>
              <mml:mi>E</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:msub>
                <mml:mi>E</mml:mi>
                <mml:mrow>
                  <mml:mtext>LUMO</mml:mtext>
                </mml:mrow>
              </mml:msub>
              <mml:mo>−</mml:mo>
              <mml:msub>
                <mml:mi>E</mml:mi>
                <mml:mrow>
                  <mml:mtext>HOMO</mml:mtext>
                </mml:mrow>
              </mml:msub>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>According to Koopmans’ theorem, the smaller the Δ<italic>E</italic>, the more reactive the molecule [<xref ref-type="bibr" rid="B23">23</xref>]. </p>
        <p>The ionization potential is calculated from Equation (2). </p>
        <disp-formula id="FD2">
          <label>(2)</label>
          <mml:math display="inline">
            <mml:mrow>
              <mml:mtext>IP</mml:mtext>
              <mml:mo>=</mml:mo>
              <mml:mo>−</mml:mo>
              <mml:msub>
                <mml:mi>E</mml:mi>
                <mml:mrow>
                  <mml:mtext>HOMO</mml:mtext>
                </mml:mrow>
              </mml:msub>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>IP indicates the ability of an atom or molecule to donate electrons. </p>
        <p>The conversion efficiency of the incident monochromatic photon into an electron in DSSCs depends in part on the Light Harvesting Efficiency (LHE) of the dye [<xref ref-type="bibr" rid="B24">24</xref>][<xref ref-type="bibr" rid="B25">25</xref>]. LHE is calculated from Equation (3). </p>
        <disp-formula id="FD3">
          <label>(3)</label>
          <mml:math>
            <mml:mrow>
              <mml:mtext>LHE</mml:mtext>
              <mml:mo>=</mml:mo>
              <mml:mn>1</mml:mn>
              <mml:mo>−</mml:mo>
              <mml:msup>
                <mml:mrow>
                  <mml:mn>10</mml:mn>
                </mml:mrow>
                <mml:mrow>
                  <mml:mo>−</mml:mo>
                  <mml:mi>f</mml:mi>
                </mml:mrow>
              </mml:msup>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p><italic>f</italic>: oscillator strength associated with its maximum absorption wavelength <italic>λ</italic><sub>max</sub>. </p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results and Discussion</title>
      <sec id="sec3dot1">
        <title>3.1. Dipole Moments</title>
        <p>The calculated dipole moment values are presented in <bold>Table 1</bold>. </p>
        <p><bold>Table 1</bold> shows that the values of the dipole moment in the gas phase are between 5.72 and 7.90 D. The unsubstituted chromophore C is the most polar, with a dipole moment of 7.90 D. It is followed by the compound C<sub>p</sub> with a dipole moment of 6.74 D. Adding a phenyl ring to compound C therefore results in a decrease in its dipole moment. This decrease is greater when halogens, which are electro-attracting inductive groups, are added, particularly chlorine. The dipole moments of all compounds increase in aqueous solution. Compound C remains the most polar. In general, all compounds possess a large dipole moment, which increases in solution. These high dipole moment values correspond to efficient intramolecular charge transfer in these dyes. </p>
        <p>Table 1. Dipole moments.</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Compounds</bold>
                </td>
                <td>
                  <italic>
                    <bold>µ</bold>
                  </italic>
                  <bold>
                    <sub>gas</sub>
                  </bold>
                  <bold>(D)</bold>
                </td>
                <td>
                  <italic>
                    <bold>µ</bold>
                  </italic>
                  <bold>
                    <sub>aqueous</sub>
                  </bold>
                  <bold>(D)</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                </td>
                <td>7.9</td>
                <td>11.44</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>F</sub>
                  </bold>
                </td>
                <td>5.72</td>
                <td>8.87</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Cl</sub>
                  </bold>
                </td>
                <td>5.60</td>
                <td>8.61</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Br</sub>
                  </bold>
                </td>
                <td>5.79</td>
                <td>8.83</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>I</sub>
                  </bold>
                </td>
                <td>6.03</td>
                <td>9.16</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>P</sub>
                  </bold>
                </td>
                <td>6.74</td>
                <td>9.26</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Frontier Molecular Orbital Energies</title>
        <p><bold>Table 2</bold> contains the energy values of the frontier molecular orbitals, the associated energy gaps, and the ionization potential of the compounds. A dye would be a good photosensitizer in dye solar cells (DSSCs) if its LUMO energy is above the edge of the conduction band of TiO<sub>2</sub>, and if its HOMO energy is less than the redox potential of the electrolyte (<inline-formula><mml:math><mml:mrow><mml:mrow><mml:mrow><mml:msubsup><mml:mi> I </mml:mi><mml:mn> 3 </mml:mn><mml:mo> − </mml:mo></mml:msubsup></mml:mrow><mml:mo> / </mml:mo><mml:mrow><mml:msup><mml:mi> I </mml:mi><mml:mo> − </mml:mo></mml:msup></mml:mrow></mml:mrow></mml:mrow></mml:math></inline-formula> ). </p>
        <p>Table 2. Frontier orbital energies and energy gaps.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Compounds</bold>
                </td>
                <td>
                  <bold>E</bold>
                  <bold>
                    <sub>HOMO</sub>
                  </bold>
                  <bold>(eV)</bold>
                </td>
                <td>
                  <bold>E</bold>
                  <bold>
                    <sub>LUMO</sub>
                  </bold>
                  <bold>(eV)</bold>
                </td>
                <td>
                  <bold>ΔE (eV)</bold>
                </td>
                <td>
                  <bold>IP (V)</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Gas-phase</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                </td>
                <td>−5.426</td>
                <td>−2.873</td>
                <td>2.553</td>
                <td>5.426</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>F</sub>
                  </bold>
                </td>
                <td>−5.647</td>
                <td>−3.041</td>
                <td>2.606</td>
                <td>5.647</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Cl</sub>
                  </bold>
                </td>
                <td>−5.667</td>
                <td>−3.065</td>
                <td>2.602</td>
                <td>5.667</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Br</sub>
                  </bold>
                </td>
                <td>−5.639</td>
                <td>−3.047</td>
                <td>2.592</td>
                <td>5.639</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>I</sub>
                  </bold>
                </td>
                <td>−5.607</td>
                <td>−3.028</td>
                <td>2.579</td>
                <td>5.607</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>P</sub>
                  </bold>
                </td>
                <td>−5.244</td>
                <td>−2.875</td>
                <td>2.369</td>
                <td>5.244</td>
              </tr>
              <tr>
                <td colspan="2">
                  <bold>Aqueous phase</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                </td>
                <td>−5.404</td>
                <td>−3.033</td>
                <td>2.371</td>
                <td>5.404</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>F</sub>
                  </bold>
                </td>
                <td>−5.458</td>
                <td>−3.061</td>
                <td>2.397</td>
                <td>5.458</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Cl</sub>
                  </bold>
                </td>
                <td>−5.475</td>
                <td>−3.078</td>
                <td>2.397</td>
                <td>5.475</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Br</sub>
                  </bold>
                </td>
                <td>−5.467</td>
                <td>−3.076</td>
                <td>2.391</td>
                <td>5.467</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>I</sub>
                  </bold>
                </td>
                <td>−5.457</td>
                <td>−3.071</td>
                <td>2.386</td>
                <td>5.457</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>P</sub>
                  </bold>
                </td>
                <td>−5.244</td>
                <td>−3.028</td>
                <td>2.216</td>
                <td>5.244</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><xref ref-type="fig" rid="fig2">Figure 2</xref> shows that all LUMO energies are above the conduction band energy level (−4.0 eV). This reflects a good ability to inject electrons from dyes in the excited state. Moreover, all the HOMO energies of the dyes are less than the redox potential of the electrolyte (−4.8 eV) [<xref ref-type="bibr" rid="B26">26</xref>]. All dyes would therefore have a good charge regeneration capacity. The energy gap ΔE is lower in compound C<sub>p</sub> (2.369 eV) compared to compound C (2.553 eV), while halogenated compounds exhibit higher energy differences compared to compound C. The phenyl ring therefore leads to a decrease in the energy gap of 0.184 eV, while the halogen groups cause an increase. The decrease in the energy gap reflects a bringing together of the frontier orbitals, which would lead to better intramolecular charge transfer [<xref ref-type="bibr" rid="B27">27</xref>][<xref ref-type="bibr" rid="B28">28</xref>]. The C<sub>p</sub> compound would therefore be more favorable for charge transfer than the unsubstituted C compound and halogenated compounds. The same trend is observed in the aqueous phase. Therefore, the order of reactivity of the dyes would be: </p>
        <p><bold>C</bold><bold><sub>P</sub></bold><bold>&gt;</bold><bold>C</bold><bold>&gt;</bold><bold>C</bold><bold><sub>I</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>Br</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>Cl</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>F</sub></bold><bold><sub>.</sub></bold></p>
        <p>This order is confirmed by the values of the ionization potential. Indeed, the ionization potential of compound C<sub>p</sub> (5.244 V) is lower than that of C (5.426 V), which is itself lower than those of halogenated compounds. This translates to easier charge transfer in the C<sub>p</sub> compound compared to the other compounds.</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/1710203-rId23.jpeg?20260904021546" />
        </fig>
        <p>Figure 2. Gas-phase energy diagram. </p>
        <p><bold>Table 3</bold> shows that the HOMO orbitals are located on the pyran ring and the <italic>π</italic> bridges, while the LUMO orbitals are located on the <italic>π</italic> bridges and the cyanoacrylic acid function. The intramolecular charge transfer will therefore take place from the pyran ring to the cyanoacrylic acid function. </p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. UV-Visible Absorptions</title>
        <p><bold>Table 4</bold> groups the electronic transitions, the coefficients of the orbitals, the maximum wavelengths, the absorption energies, and the corresponding oscillator forces. <xref ref-type="fig" rid="fig3">Figure 3</xref> shows the absorption spectra of the six derivatives. The results show that all the compounds studied have two absorption bands. For each of the compounds, the transition with the longest wavelength has the greatest oscillator strength. All absorption maxima are located in the 495 - 567 nm region. The dyes studied therefore absorb in the visible range, which extends from 400 to 800 nm. The maxima correspond to a transition from the HOMO to the LUMO orbital (H → L). The gas-phase values show that compound C<sub>P</sub> has the longest absorption length (<italic>λ</italic> = 567 nm), while that of compound C is 502 nm. The addition of the phenyl ring induces a bathochromic shift of 65 nm. The addition of iodine results in a weak bathochromic effect of 1 nm. However, the other halogenated compounds exhibit a hypsochromic effect relative to compound C. These results indicate that intramolecular charge transfer will be better in C and C<sub>p</sub> compounds. In aqueous phase, wavelengths increase by an average of 60 nm. Compounds C<sub>p</sub> and C<sub>I</sub> are accompanied by a bathochromic effect of 65 and 2 nm, respectively, compared to compound C. The electronic transition energy of compound C<sub>p</sub> is the lowest, followed by that of compound C<sub>I</sub>. The general trend is: </p>
        <p><bold>C</bold><bold><sub>p</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>I</sub></bold><bold>&gt;</bold><bold>C</bold><bold>&gt;</bold><bold>C</bold><bold><sub>Br</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>Cl</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>F</sub></bold><bold><sub>.</sub></bold></p>
        <p>Table 3. HOMO and LUMO orbitals of compounds in the gas phase. </p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Compounds</bold>
                </td>
                <td>
                  <bold>HOMO</bold>
                </td>
                <td>
                  <bold>LUMO</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId24.jpeg?20260904021546">
                  </inline-graphic>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId25.jpeg?20260904021546">
                  </inline-graphic>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>F</sub>
                  </bold>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId26.jpeg?20260904021546">
                  </inline-graphic>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId27.jpeg?20260904021546">
                  </inline-graphic>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Cl</sub>
                  </bold>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId28.jpeg?20260904021546">
                  </inline-graphic>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId29.jpeg?20260904021546">
                  </inline-graphic>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Br</sub>
                  </bold>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId30.jpeg?20260904021546">
                  </inline-graphic>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId31.jpeg?20260904021546">
                  </inline-graphic>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>I</sub>
                  </bold>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId32.jpeg?20260904021546">
                  </inline-graphic>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId33.jpeg?20260904021546">
                  </inline-graphic>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>P</sub>
                  </bold>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId34.jpeg?20260904021546">
                  </inline-graphic>
                </td>
                <td>
                  <inline-graphic xlink:href="https://html.scirp.org/file/1710203-rId35.jpeg?20260904021546">
                  </inline-graphic>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Table 4. Transitions, wavelengths, absorption energies, oscillator strengths, and light harvesting efficiency. </p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Compounds</bold>
                </td>
                <td>
                  <bold>Transitions</bold>
                </td>
                <td>
                  <italic>
                    <bold>λ</bold>
                  </italic>
                  <bold>(nm)</bold>
                </td>
                <td>
                  <bold>Δ</bold>
                  <italic>
                    <bold>λ</bold>
                  </italic>
                  <bold>(nm)</bold>
                </td>
                <td>
                  <bold>∆E</bold>
                  <bold>(eV)</bold>
                </td>
                <td>
                  <bold>f</bold>
                </td>
                <td>
                  <bold>LHE</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Gas-phase</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                </td>
                <td>H → L</td>
                <td>502</td>
                <td>0</td>
                <td>2.469</td>
                <td>1.252</td>
                <td>0.944</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>F</sub>
                  </bold>
                </td>
                <td>H →L</td>
                <td>495</td>
                <td>−7</td>
                <td>2.506</td>
                <td>1.237</td>
                <td>0.942</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Cl</sub>
                  </bold>
                </td>
                <td>H → L</td>
                <td>497</td>
                <td>−5</td>
                <td>2.496</td>
                <td>1.280</td>
                <td>0.947</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Br</sub>
                  </bold>
                </td>
                <td>H → L</td>
                <td>499</td>
                <td>−3</td>
                <td>2.483</td>
                <td>1.300</td>
                <td>0.950</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>I</sub>
                  </bold>
                </td>
                <td>H →L</td>
                <td>503</td>
                <td>1</td>
                <td>2.467</td>
                <td>1.328</td>
                <td>0.953</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>P</sub>
                  </bold>
                </td>
                <td>H → L</td>
                <td>567</td>
                <td>65</td>
                <td>2.188</td>
                <td>0.704</td>
                <td>0.802</td>
              </tr>
              <tr>
                <td>
                  <bold>Aqueous-phase</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                </td>
                <td>H → L</td>
                <td>560</td>
                <td>0</td>
                <td>2.215</td>
                <td>1.513</td>
                <td>0.969</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>F</sub>
                  </bold>
                </td>
                <td>H →L</td>
                <td>555</td>
                <td>−5</td>
                <td>2.234</td>
                <td>1.496</td>
                <td>0.968</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Cl</sub>
                  </bold>
                </td>
                <td>H → L</td>
                <td>557</td>
                <td>−3</td>
                <td>2.227</td>
                <td>1.530</td>
                <td>0.970</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>Br</sub>
                  </bold>
                </td>
                <td>H → L</td>
                <td>559</td>
                <td>−1</td>
                <td>2.218</td>
                <td>1.546</td>
                <td>0.971</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>I</sub>
                  </bold>
                </td>
                <td>H →L</td>
                <td>562</td>
                <td>2</td>
                <td>2.207</td>
                <td>1.559</td>
                <td>0.972</td>
              </tr>
              <tr>
                <td>
                  <bold>C</bold>
                  <bold>
                    <sub>P</sub>
                  </bold>
                </td>
                <td>H → L</td>
                <td>625</td>
                <td>65</td>
                <td>1.984</td>
                <td>0.874</td>
                <td>0.866</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/1710203-rId36.jpeg?20260904021546" />
        </fig>
        <fig id="fig5">
          <label>Figure 5</label>
          <graphic xlink:href="https://html.scirp.org/file/1710203-rId37.jpeg?20260904021546" />
        </fig>
        <p>Figure 3. UV-visible absorption spectra of compounds in the gas and aqueous phases. </p>
        <p>The photovoltaic properties of dyes can be estimated from their Light Harvesting Efficiency (LHE). LHE of a dye is its ability to absorb solar radiation. The higher the LHE, the more efficient the dye. The LHE values range from 0.802 to 0.953 in the gas phase and from 0.866 to 0.972 in the aqueous phase. These values lead to the following order: </p>
        <p><bold>C</bold><bold><sub>I</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>Br</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>Cl</sub></bold><bold>&gt;</bold><bold>C</bold><bold><sub>F</sub></bold><bold>&gt;</bold><bold>C</bold><bold>&gt;</bold><bold>C</bold><bold><sub>p</sub></bold><bold><sub>.</sub></bold></p>
        <p>These results indicate that halogenated compounds have a greater capacity to absorb solar radiation compared to the unsubstituted compound C and the compound containing the phenyl group C<sub>p</sub>. However, light harvesting efficiency increases with the size of the halogen. Thus, compound C<sub>I</sub> would absorb solar radiation better compared to the other compounds. This result is consistent with experimental data [<xref ref-type="bibr" rid="B13">13</xref>]. </p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Conclusions</title>
      <p>This work is a theoretical study of the reactivity of some derivatives of methylenepyran used in photovoltaics, using the DFT and TD-DFT methods, associated with the LANL2DZ basis, in the gas and aqueous phases. </p>
      <p>The evaluation of the polarity of the different compounds shows that all the compounds are highly polar. The unsubstituted compound C and the compound C<sub>p</sub> with the phenyl substituent are the most polar. They are followed by the compound C<sub>I</sub>, which is the most polar of the halogenated compounds. Energy gaps (LUMO-HOMO) and UV-Visible absorption spectra reveal good intramolecular charge transfer in C<sub>P</sub> and C<sub>I</sub> compounds compared to other methylenepyran derivatives. This qualitative comparison of the reactivity of the dyes shows that compound Cp is the most reactive. Light Harvesting Efficiency (LHE) is better for compound C<sub>I</sub>. </p>
      <p>Compounds C<sub>P</sub> and C<sub>I</sub> are the best colorants among the six that are the subject of this study. </p>
      <p><bold>Author Contributions</bold></p>
      <p>Yacouba Bakayoko: Conceptualization, Writing;</p>
      <p>Amon Benjamine Assoma: Validation, Writing;</p>
      <p>Georges Stéphane Dembélé: Writing;</p>
      <p>Mawa Kone: Validation.</p>
    </sec>
  </body>
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