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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Phys.</journal-id>
<journal-title>Frontiers in Physics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Phys.</abbrev-journal-title>
<issn pub-type="epub">2296-424X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1534301</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2024.1534301</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The prediction of X<sub>2</sub>B<sub>6</sub> monolayers with ultrahigh carrier mobility</article-title>
<alt-title alt-title-type="left-running-head">Du and Huang</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphy.2024.1534301">10.3389/fphy.2024.1534301</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Du</surname>
<given-names>Xiuzhi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Huang</surname>
<given-names>Zhaoming</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2905517/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Electrical Engineering</institution>, <institution>Chuzhou Polytechnical</institution>, <addr-line>Chuzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Mechanical Engineering</institution>, <institution>Wanjiang University of Technology</institution>, <addr-line>Ma&#x2019;anshan</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/594253/overview">Guangzhao Wang</ext-link>, Yangtze Normal University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2202785/overview">Yi Luo</ext-link>, Jiangsu Ocean Universiity, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2921513/overview">Changlong Sun</ext-link>, Qingdao University of Science and Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Zhaoming Huang, <email>jimmymacy@163.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1534301</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Du and Huang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Du and Huang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Two-dimensional (2D) materials present novel electronic and catalytic performances, showing a promising application as nano-device. In this investigation, a family of 2D material, X<sub>2</sub>B<sub>6</sub> (X &#x3d; K, Na and Rb), is predicted with puckered crystal structure by elemental mutation method. The dynamic and thermal stability of the X<sub>2</sub>B<sub>6</sub> monolayer is addressed. The anisotropic mechanical properties of the X<sub>2</sub>B<sub>6</sub> monolayer is obtained by the Young&#x2019;s modulus (296&#x2013;406 N/m) and the Poisson&#x2019;s ratio (0.36&#x2013;0.35). Interestingly, the K<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers demonstrate a metallic band structure, while the Na<sub>2</sub>B<sub>6</sub> monolayer is a semiconductor with an ultra-narrow bandgap only about 0.42 eV. Then, the ultra-high electron mobility in the Na<sub>2</sub>B<sub>6</sub> monolayer is calculated as about 9942 cm<sup>2</sup>.V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup>, and the excellent optical performance of the Na<sub>2</sub>B<sub>6</sub> monolayer is also addressed. More importantly, the advantageous catalytic activity in hydrogen evolution reduction (HER) and oxygen evolution reactions (OER) is explored in these X<sub>2</sub>B<sub>6</sub> monolayers. Our work suggests a theoretical guidance to use the X<sub>2</sub>B<sub>6</sub> monolayer as a high-speed electronic devices and highly efficient catalyst.</p>
</abstract>
<kwd-group>
<kwd>two-dimensional material</kwd>
<kwd>X2B6</kwd>
<kwd>mobility</kwd>
<kwd>catalyst</kwd>
<kwd>first-principle calculations</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Chemical Physics and Physical Chemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>2D materials have attracted considerable focus after the preparation of the graphene [<xref ref-type="bibr" rid="B1">1</xref>], which shows the excellent thermal and catalytic performances [<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>]. While the zero bandgap limits the application of graphene in power devices [<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>], and then the transition metal dichalcogenides (TMDs) materials are proposed with decent bandgaps larger than that of the bulk one [<xref ref-type="bibr" rid="B7">7</xref>]. For example, the MoS<sub>2</sub> monolayer presents novel optical absorption characteristics as a potential photocatalyst [<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>], which also can be prepared as photoluminescence [<xref ref-type="bibr" rid="B10">10</xref>]. In particular, the Janus MoSSe monolayer, as popular asymmetric TMDs, further demonstrates a novel thermal and phononic properties with a polar nature [<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>]. Likewise, 2D Janus materials explain different characteristic on both sides, such as adsorbed [<xref ref-type="bibr" rid="B14">14</xref>], catalytic [<xref ref-type="bibr" rid="B15">15</xref>], mechanical [<xref ref-type="bibr" rid="B16">16</xref>] and electronic properties [<xref ref-type="bibr" rid="B17">17</xref>]. All these obtained novel performances of the 2D materials also can be tuned by strain engineering [<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>], interface coupling [<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>], external electric field [<xref ref-type="bibr" rid="B22">22</xref>] and temperature [<xref ref-type="bibr" rid="B23">23</xref>] etc.</p>
<p>Using the nanoscale materials as a catalyst in the hydrogen evolution reaction (HER) and oxygen evolution reaction (OER) is also popular [<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>], because more active sites can be exposed [<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>]. For example, the ability of the OER of the CoO<sub>2</sub> and FeO<sub>2</sub> monolayers can be improved by decreasing 40% overpotential under external strain [<xref ref-type="bibr" rid="B31">31</xref>]. The barrier of the biphenylene network in HER is obtained as low as &#x2212;0.03 eV by the decent atomic doping [<xref ref-type="bibr" rid="B32">32</xref>]. The intrinsic defect is also a popular strategy to tune the HER and OER performances of the 2D materials [<xref ref-type="bibr" rid="B33">33</xref>]. Besides, to further extend the application range of 2D material, the heterostructure is constructed, which can induce novel electronic and catalytic properties because of the built-in electric field across the interface [<xref ref-type="bibr" rid="B17">17</xref>]. PtS<sub>2</sub>/arsenene heterostructure is constructed with a &#x2212;0.487 eV potential for the HER, which is lower than the origin PtS<sub>2</sub> and arsenene monolayers [<xref ref-type="bibr" rid="B34">34</xref>]. C<sub>2</sub>N/WS<sub>2</sub> heterostructure can facilitates OER with potential of about 1.81 eV [<xref ref-type="bibr" rid="B35">35</xref>]. Besides, the prediction of new 2D materials is also an important approach to expand the properties for nano-devices [<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>]. For example, Ag<sub>2</sub>S monolayer acts a semiconductor with auxetic mechanical properties using as nano-electronics [<xref ref-type="bibr" rid="B38">38</xref>]. The band edge positions of the SnP<sub>2</sub>S<sub>6</sub> monolayer promises the redox potential of the water splitting as a photocatalyst [<xref ref-type="bibr" rid="B39">39</xref>]. IV&#x2013;VI monolayers present ultrahigh carrier mobility, which also act as an excellent HER catalyst [<xref ref-type="bibr" rid="B40">40</xref>]. Recently, 2D boron based compound has been proposed to possess excellent electronic and catalytic properties. For example, the Janus B<sub>2</sub>P<sub>6</sub> is predicted as potential photocatalyst for water splitting [<xref ref-type="bibr" rid="B41">41</xref>], and the band edge energy also can be tuned by external strain [<xref ref-type="bibr" rid="B42">42</xref>]. The Li<sub>2</sub>B<sub>2</sub> monolayer is calculated with a high hole mobility of 6.8 &#xd7; 10<sup>3</sup> cm<sup>2</sup>&#x22c5;V<sup>&#x2212; 1</sup>&#x22c5;s<sup>&#x2212; 1</sup> using as high-speed electronic devices [<xref ref-type="bibr" rid="B43">43</xref>]. The auxetic B<sub>4</sub>N monolayer shows an apparent mechanical anisotropy coupled with robust structural stability in future nano-mechanical devices [<xref ref-type="bibr" rid="B44">44</xref>]. All these point that exploring the boron (B) based 2D materials as advanced functional material presents significant prospects.</p>
<p>In this work, we propose a novel 2D materials, X<sub>2</sub>B<sub>6</sub> (X &#x3d; K, Na and Rb) monolayer, using elemental mutation method by the prototype of Li<sub>2</sub>B<sub>6</sub> monolayer [<xref ref-type="bibr" rid="B43">43</xref>]. The stability of the predicted K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers is addressed by phonon spectrum and the <italic>ab initio</italic> molecular dynamics (AIMD) simulations. The mechanical and the electronic performances are investigated by the density functional theory (DFT). Then, the ultra-high electron mobility and the optical light absorption properties are obtained in the Na<sub>2</sub>B<sub>6</sub> monolayer. The unique catalytic activity of these X<sub>2</sub>B<sub>6</sub> monolayer in HER and OER is studied.</p>
</sec>
<sec id="s2">
<title>Computational details</title>
<p>All the calculations in this investigation were implemented by Vienna <italic>ab initio</italic> simulation package (VASP) using first-principle method, which is based on the DFT [<xref ref-type="bibr" rid="B45">45</xref>&#x2013;<xref ref-type="bibr" rid="B47">47</xref>]. The core electrons was addressed in the simulations using projector augmented wave potentials (PAW) [<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>]. The Perdew&#x2013;Burke&#x2013;Ernzerhof (PBE) was carried out to demonstrate the exchange correlation method based on the generalized gradient approximation [<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>]. To correct the weak van der Waals interaction in the HER and OER system, the DFT-D3 method was used by Grimme functional [<xref ref-type="bibr" rid="B53">53</xref>]. Furthermore, the Heyd&#x2013;Scuseria&#x2013;Ernzerhof (HSE06) calculations were explored to investigate the electronic and optical performances of the Na<sub>2</sub>B<sub>6</sub> monolayer [<xref ref-type="bibr" rid="B54">54</xref>]. It is worth noting that the spin effect was not taken into account in the calculation of electronic properties, because we found that the obtained band structure with the spin turned on and off are exactly the same, shown as <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>. The Monkhorst&#x2013;Pack with a <italic>k</italic>-point grids as 11 &#xd7; 11 &#xd7; 1 and 17 &#xd7; 17 &#xd7; 1 were used in the relaxation and self-consistent simulations, respectively. The vacuum space was set as 25 &#xc5;, which can optimize the interaction of nearby layers. The parameter of the convergence for force and energy are set as 0.01 eV&#xc5;<sup>&#x2212;1</sup> and 0.01 meV, respectively. In the simulation of the phonon spectra, the PHONOPY code was used based on the density functional perturbation theory [<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>].</p>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<p>First, the atomic structure of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers are predicted with the puckered crystal structure showing a space group of <italic>Pca</italic>
<sub>
<italic>21</italic>
</sub>, by elemental mutation method using the prototype of structure from the Li<sub>2</sub>B<sub>6</sub> monolayer [<xref ref-type="bibr" rid="B43">43</xref>]. The optimized structure of the X<sub>2</sub>B<sub>6</sub> monolayer is presented as <xref ref-type="fig" rid="F1">Figure 1A</xref> and the obtained lattice parameters of the <italic>a</italic> (or <italic>b</italic>) in unit-cell of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers are 4.311 (or 3.554), 4.313 (or 3.616) &#xc5; and 4.312 (or 3.552) &#xc5;, respectively, which is smaller than that of the Li<sub>2</sub>B<sub>6</sub> monolayer. The bond length of X&#x2013;B (<italic>L</italic>
<sub>XB</sub>) and the B&#x2013;B (<italic>L</italic>
<sub>BB</sub>) in the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers are obtained as <italic>L</italic>
<sub>XB</sub> &#x3d; 2.850 &#xc5; and <italic>L</italic>
<sub>BB</sub> &#x3d; 5.018 &#xc5;, <italic>L</italic>
<sub>XB</sub> &#x3d; 2.523 &#xc5; and <italic>L</italic>
<sub>BB</sub> &#x3d; 3.598 &#xc5;, <italic>L</italic>
<sub>XB</sub> &#x3d; 2.978 &#xc5; and <italic>L</italic>
<sub>BB</sub> &#x3d; 5.450 &#xc5;, respectively. Furthermore, the cohesive energy of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers is calculated as 6.794 eV/atom, 5.974 eV/atom and 6.048 eV/atom, respectively, which is obtained by (2<italic>E</italic>
<sub>X</sub> &#x2b; 6<italic>E</italic>
<sub>B</sub>&#x2013;<italic>E</italic>
<sub>XB</sub>)/8, where <italic>E</italic>
<sub>X</sub>, <italic>E</italic>
<sub>B</sub> and <italic>E</italic>
<sub>XB</sub> are used to present the total energy of an X, B atoms and the X<sub>2</sub>B<sub>6</sub> system, respectively. Thus, the calculated cohesive energy of the X<sub>2</sub>B<sub>6</sub> system is also larger than that the predicted IV&#x2013;VI system (about 3.37&#x2013;3.81 eV/atom) [<xref ref-type="bibr" rid="B57">57</xref>] and comparable with the CB monolayer (about 6.13 eV/atom) [<xref ref-type="bibr" rid="B58">58</xref>], showing a stability for these K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers. Besides, the dynamic stability of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers is also studied by phonon spectra obtained in <xref ref-type="fig" rid="F1">Figure 1B</xref>. Obviously, no imaginary frequency can be found in the phonon spectra of these X<sub>2</sub>B<sub>6</sub> monolayer, suggesting the dynamic stability of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers. The highest frequency of the optical branch of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers is about 34 THz which is smaller than the prototype of the Li<sub>2</sub>B<sub>6</sub> system.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> The crystal structure and the <bold>(B)</bold> phonon spectrum of the X<sub>2</sub>B<sub>6</sub> monolayer. The green and the purple atoms are B and X atoms, respectively.</p>
</caption>
<graphic xlink:href="fphy-12-1534301-g001.tif"/>
</fig>
<p>Then, the thermal stability of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers is also investigated by the AIMD method by the Nos&#xe9;&#x2212;Hoover heat bath functional [<xref ref-type="bibr" rid="B59">59</xref>]. The supercell of the X<sub>2</sub>B<sub>6</sub> monolayer is obtained as 7 &#xd7; 4 &#xd7; 1 to prevent the lattice translational constraints, which also presents 192 atoms [<xref ref-type="bibr" rid="B60">60</xref>]. Besides, the structure of the X<sub>2</sub>B<sub>6</sub> monolayer is totally relaxed under 300 K and 600 K for 10 ps, after the complete calculations. One can see that the crystal structure of the X<sub>2</sub>B<sub>6</sub> monolayer is still undamaged shown as the insets of <xref ref-type="fig" rid="F2">Figure 2</xref>. The temperature and energy of the X<sub>2</sub>B<sub>6</sub> monolayer system in the AIMD calculations are also convergent demonstrated as <xref ref-type="fig" rid="F2">Figure 2</xref>, explaining a clear thermal stability at 300 K. Furthermore, the K<sub>2</sub>B<sub>6</sub> and Na<sub>2</sub>B<sub>6</sub> monolayers are also stable at 600 K because the structure is still intact, while the structure of the Rb<sub>2</sub>B<sub>6</sub> monolayer can be melted down at 600 K, shown as <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The energy and the temperature of the X<sub>2</sub>B<sub>6</sub> monolayer in the AIMD calculations, the inset is the relaxed structure of the X<sub>2</sub>B<sub>6</sub> monolayer at 300 K and 600 K for 10 ps.</p>
</caption>
<graphic xlink:href="fphy-12-1534301-g002.tif"/>
</fig>
<p>Then, the mechanical properties of these X<sub>2</sub>B<sub>6</sub> monolayer is investigated by the orientation dependences of Young&#x2019;s modulus using [<xref ref-type="bibr" rid="B61">61</xref>] <xref ref-type="disp-formula" rid="e1">Equation 1</xref> as follows:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mn>12</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:msup>
<mml:mi>sin</mml:mi>
<mml:mn>4</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>4</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
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<mml:mi>C</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mn>12</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>66</mml:mn>
</mml:msub>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>12</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msup>
<mml:mi>sin</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>&#x3b8;</italic> explains the angle of <italic>a</italic> direction shown as <xref ref-type="fig" rid="F1">Figure 1A</xref>. The calculated Young&#x2019;s modulus of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers is demonstrated in <xref ref-type="fig" rid="F3">Figures 3A, C, E</xref>, respectively. One can see that K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers present the anisotropic Young&#x2019;s modulus with the maximal and minimal values at <italic>&#x3b8;</italic> &#x3d; 90&#xb0; and <italic>&#x3b8;</italic> &#x3d; 0&#xb0;, respectively, shown as <xref ref-type="fig" rid="F3">Figures 3A, C, E</xref>. The obtained maximal Young&#x2019;s modulus of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers are 296 N/m, 397 N/m and 406 N/m, respectively. Then, the orientation dependent Poisson&#x2019;s ratio of the X<sub>2</sub>B<sub>6</sub> monolayer is also studied by [<xref ref-type="bibr" rid="B57">57</xref>] <xref ref-type="disp-formula" rid="e2">Equation 2</xref> as follows:<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mn>12</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>66</mml:mn>
</mml:msub>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msup>
<mml:mi>sin</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>12</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>4</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>sin</mml:mi>
<mml:mn>4</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:msup>
<mml:mi>sin</mml:mi>
<mml:mn>4</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>4</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mn>12</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>66</mml:mn>
</mml:msub>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>12</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msup>
<mml:mi>sin</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The obtained <bold>(A, C, E)</bold> Young&#x2019;s modulus and the <bold>(B, D, F)</bold> Poisson&#x2019;s ratio of the <bold>(A, B)</bold> K<sub>2</sub>B<sub>6</sub>, <bold>(C, D)</bold> Na<sub>2</sub>B<sub>6</sub> and <bold>(E, F)</bold> Rb<sub>2</sub>B<sub>6</sub> monolayers.</p>
</caption>
<graphic xlink:href="fphy-12-1534301-g003.tif"/>
</fig>
<p>The calculated Poisson&#x2019;s ratio of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers are demonstrated by <xref ref-type="fig" rid="F3">Figures 3B, D, F</xref>, respectively. Obviously, the maximal Poisson&#x2019;s ratio of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers are obtained as about 0.35, 0.29 and 0.26, respectively, with the <italic>&#x3b8;</italic> about 45&#xb0;. Such obtained Young&#x2019;s modulus and Poisson&#x2019;s ratio of the X<sub>2</sub>B<sub>6</sub> monolayer is also higher than that of the carbon monochalcogenides [<xref ref-type="bibr" rid="B62">62</xref>] and biphenylene [<xref ref-type="bibr" rid="B61">61</xref>].</p>
<p>Furthermore, the band structure of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers is calculated shown by <xref ref-type="fig" rid="F4">Figure 4</xref> using PBE method. The K<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers present a semi-metallic property, shown as <xref ref-type="fig" rid="F4">Figures 4A, C</xref>, while the Na<sub>2</sub>B<sub>6</sub> monolayer suggests semiconductor nature with the direct bandgap that the conduction band minimum (CBM) and the valence band maximum (VBM) are located at the &#x413; point, shown as <xref ref-type="fig" rid="F4">Figure 4B</xref>. In order to obtain a more accurate bandgap of the Na<sub>2</sub>B<sub>6</sub> monolayer, HSE06 functional is explored. Interestingly, the Na<sub>2</sub>B<sub>6</sub> monolayer presents an ultra-narrow bandgap as about 0.42 eV, smaller than the As<sub>2</sub>X<sub>3</sub> system [<xref ref-type="bibr" rid="B63">63</xref>], shown as <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>. It is worth noting that such ultra-narrow bandgap in Na<sub>2</sub>B<sub>6</sub> monolayer is also reported in the PbN/CdO heterostructure (about 0.128 eV) [<xref ref-type="bibr" rid="B64">64</xref>], which can serve as a promising efficient nano-electronic and catalyst [<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B66">66</xref>]. Besides, the projected band structure of the Na<sub>2</sub>B<sub>6</sub> monolayer is also demonstrated by <xref ref-type="fig" rid="F4">Figure 4B</xref>. Obviously, B atoms almost contribute to the band energy comparing with the Na atoms.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The PBE obtained band structure of the <bold>(A)</bold> K<sub>2</sub>B<sub>6</sub>, <bold>(B)</bold> Na<sub>2</sub>B<sub>6</sub> and <bold>(C)</bold> Rb<sub>2</sub>B<sub>6</sub> monolayers. The Fermi level is set as 0 eV.</p>
</caption>
<graphic xlink:href="fphy-12-1534301-g004.tif"/>
</fig>
<p>Since the ultra-narrow bandgap is obtained as about 0.42 eV for the Na<sub>2</sub>B<sub>6</sub> monolayer, the potential application as nano-devices is promising. Thus, the carrier mobility of the Na<sub>2</sub>B<sub>6</sub> monolayer is necessary to be investigated. The electrons and holes mobility of the Na<sub>2</sub>B<sub>6</sub> monolayer along the transport directions (<italic>a</italic> and <italic>b</italic> demonstrated in <xref ref-type="fig" rid="F1">Figure 1A</xref>) is explored using the Bardeen-Shockley method [<xref ref-type="bibr" rid="B45">45</xref>] which is calculated by <xref ref-type="disp-formula" rid="e3">Equation 3</xref> as follows:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>e</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">&#x210f;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
<mml:mi>C</mml:mi>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi mathvariant="normal">B</mml:mi>
</mml:msub>
<mml:mi>T</mml:mi>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:mi>m</mml:mi>
<mml:mi>x</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msubsup>
<mml:msubsup>
<mml:mi>m</mml:mi>
<mml:mi>y</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:msqrt>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where elementary charge, the Planck constant and the Boltzmann constant are <italic>e</italic>, <italic>&#x45b;</italic> and <italic>k</italic>
<sub>B</sub>, respectively. The effective mass of the electron and hole is represented using the <italic>m</italic>&#x2a;, which is calculated by <xref ref-type="disp-formula" rid="e4">Equation 4</xref> as follows:<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">&#x210f;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mtext> </mml:mtext>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:msup>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where <italic>k</italic> and <italic>E</italic>
<sub>
<italic>k</italic>
</sub> are the wave vector and electronic energy, respectively. <italic>C</italic> represents the elastic modulus of the monolayered Na<sub>2</sub>B<sub>6</sub>, which is obtained by <italic>C</italic> &#x3d; [&#x2202;<sup>2</sup>
<italic>E/</italic>&#x2202;((<italic>l</italic>&#x2013;<italic>l</italic>
<sub>
<italic>0</italic>
</sub>
<italic>)/l</italic>
<sub>
<italic>0</italic>
</sub>)/<italic>S</italic>
<sub>0</sub>. In this equation, the original lattice constant, the free energy and difference of the lattice constant by the strain are expressed as <italic>l</italic>, <italic>E</italic> and <italic>l</italic>
<sub>
<italic>0</italic>
</sub>, respectively. <italic>S</italic>
<sub>0</sub> is used to represent the area of the Na<sub>2</sub>B<sub>6</sub> monolayer. The energy difference of the Na<sub>2</sub>B<sub>6</sub> system by the external uniaxial strain is calculated as <xref ref-type="fig" rid="F5">Figure 5A</xref>. Furthermore, <italic>E</italic> is the potential constant of the Na<sub>2</sub>B<sub>6</sub>, which is obtained using <italic>E</italic> &#x3d; &#x394;<italic>E</italic>
<sub>edge</sub>/((<italic>l</italic>&#x2013;<italic>l</italic>
<sub>
<italic>0</italic>
</sub>
<italic>)</italic>/<italic>l</italic>
<sub>0</sub>), where the &#x394;<italic>E</italic>
<sub>edge</sub> is difference of the CBM or VBM energy tuned by external strain in the <italic>a</italic> or <italic>b</italic> directions. As shown in <xref ref-type="fig" rid="F5">Figure 5B</xref>, the CBM and the VBM of the Na<sub>2</sub>B<sub>6</sub> monolayer can be obviously increased and decreased, respectively, when the external strain is applied. Besides, <xref ref-type="fig" rid="F5">Figure 5B</xref> demonstrates that the dependence of VBM energy of the Na<sub>2</sub>B<sub>6</sub> monolayer is obvious under applied strain, suggesting the large potential constant in the Na<sub>2</sub>B<sub>6</sub> monolayer for holes.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>The obtained <bold>(A)</bold> total and <bold>(B)</bold> band energy positions of the Na<sub>2</sub>B<sub>6</sub> monolayer under different external strain.</p>
</caption>
<graphic xlink:href="fphy-12-1534301-g005.tif"/>
</fig>
<p>Next, the calculated effective mass of the Na<sub>2</sub>B<sub>6</sub> monolayer along <italic>a</italic> and <italic>b</italic> directions are shown as <xref ref-type="table" rid="T1">Table 1</xref>. One can see that the effective mass of electrons and holes is relatively uniform in transport direction. The calculated deformation potential constant of the hole is larger than that of the electrons in the Na<sub>2</sub>B<sub>6</sub> monolayer shown as <xref ref-type="table" rid="T1">Table 1</xref>. Besides, the elastic modulus of Na<sub>2</sub>B<sub>6</sub> monolayer is also explained as <xref ref-type="table" rid="T1">Table 1</xref>. It is worth noting that the elastic modulus of the Na<sub>2</sub>B<sub>6</sub> monolayer is obtained as 409 N.m<sup>&#x2212;1</sup> and 420 N.m<sup>&#x2212;1</sup>, respectively, which is consistent with the previous calculation results of Young&#x2019;s modulus along <italic>a</italic> and <italic>b</italic> directions. Therefore, the apparent isotropic carrier mobility of the Na<sub>2</sub>B<sub>6</sub> monolayer is also obtained that electron shows a fast mobility as about 9942 cm<sup>2</sup>.V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup> and 5486 cm<sup>2</sup>.V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup> along <italic>a</italic> and <italic>b</italic> directions, respectively. While the hole mobility in Na<sub>2</sub>B<sub>6</sub> monolayer is calculated as 650 cm<sup>2</sup>.V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup> and 862 cm<sup>2</sup> V<sup>&#x2212;1</sup> s<sup>&#x2212;1</sup>, along <italic>a</italic> and <italic>b</italic> directions, respectively. In the same transport direction, the huge difference between electrons and holes allows them to be effectively separated, about 15 (<italic>a</italic> direction) times and 6 (<italic>b</italic> direction) times, suggesting the potential application as photocatalyst. Besides, the calculated electron mobility of the Na<sub>2</sub>B<sub>6</sub> monolayer is even higher than that of other 2D materials, such as B<sub>2</sub>P<sub>6</sub> monolayer (5888 cm<sup>2</sup>.V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup>) [<xref ref-type="bibr" rid="B42">42</xref>], Li<sub>2</sub>B<sub>6</sub> monolayer (6800 cm<sup>2</sup>.V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup>) [<xref ref-type="bibr" rid="B43">43</xref>] and MoSi<sub>2</sub>N<sub>4</sub> (2169 cm<sup>2</sup>.V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup>) [<xref ref-type="bibr" rid="B67">67</xref>].</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The obtained effective mass (<italic>m</italic>&#x2a;) and the deformation potential constant (<italic>E</italic>, eV) of the Na<sub>2</sub>B<sub>6</sub> monolayer. The calculated elastic modulus (<italic>C</italic>, N&#xb7;m<sup>&#x2212;1</sup>) and carrier mobility (<italic>&#x3bc;</italic>, cm<sup>2</sup>&#xb7;V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup>) of the Na<sub>2</sub>B<sub>6</sub> monolayer along transport directions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Material</th>
<th align="center">Direction</th>
<th align="center">Carrier</th>
<th align="center">
<italic>m</italic>&#x2a;</th>
<th align="center">
<italic>E</italic>
</th>
<th align="center">
<italic>C</italic>
</th>
<th align="center">
<italic>&#x3bc;</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="center">Na<sub>2</sub>B<sub>6</sub>
</td>
<td rowspan="2" align="center">
<italic>A</italic>
</td>
<td align="center">
<italic>E</italic>
</td>
<td align="center">1.153</td>
<td align="center">0.66</td>
<td rowspan="2" align="center">409</td>
<td align="center">9942</td>
</tr>
<tr>
<td align="center">
<italic>H</italic>
</td>
<td align="center">1.029</td>
<td align="center">&#x2212;2.89</td>
<td align="center">650</td>
</tr>
<tr>
<td rowspan="2" align="center">
<italic>B</italic>
</td>
<td align="center">
<italic>E</italic>
</td>
<td align="center">1.180</td>
<td align="center">0.89</td>
<td rowspan="2" align="center">420</td>
<td align="center">5486</td>
</tr>
<tr>
<td align="center">
<italic>h</italic>
</td>
<td align="center">1.056</td>
<td align="center">&#x2212;2.51</td>
<td align="center">862</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Considering the ultra-narrow bandgap obtained for semiconductor of the Na<sub>2</sub>B<sub>6</sub> monolayer, the optical absorption spectrum is further calculated by HSE06 method, which is defined as [<xref ref-type="bibr" rid="B8">8</xref>] <xref ref-type="disp-formula" rid="e5">Equation 5</xref> as follows:<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mn>2</mml:mn>
</mml:msqrt>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mi>c</mml:mi>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="|">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>2</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where <italic>&#x3b5;</italic>
<sub>1</sub>(<italic>&#x3c9;</italic>) shows the real parts and the <italic>&#x3b5;</italic>
<sub>2</sub>(<italic>&#x3c9;</italic>) suggests the imaginary part of the dielectric constant. <italic>&#x3c9;</italic> is demonstrating the angular frequency. While the complex dielectric function is calculated by <italic>&#x3b5;</italic>(<italic>&#x3c9;</italic>) &#x3d; <italic>&#x3b5;</italic>
<sub>1</sub>(<italic>&#x3c9;</italic>) &#x2b; <italic>i&#x3b5;</italic>
<sub>2</sub>(<italic>&#x3c9;</italic>), where <italic>&#x3b5;</italic>
<sub>1</sub> can be calculated from <italic>&#x3b5;</italic>
<sub>2</sub> via the Kramers&#x2013;Kronig relation. Furthermore, the <italic>&#x3b5;</italic>
<sub>1</sub>(<italic>&#x3c9;</italic>) and <italic>&#x3b5;</italic>
<sub>2</sub>(<italic>&#x3c9;</italic>) can be decided as <xref ref-type="disp-formula" rid="e6">Equation 6</xref> as follows:<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x2192;</mml:mo>
<mml:msub>
<mml:mi>O</mml:mi>
<mml:mover accent="true">
<mml:mi>u</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="normal">&#x210f;</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munder>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>v</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:munder>
</mml:mstyle>
<mml:mrow>
<mml:mo>&#x2223;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="" close="|" separators="|">
<mml:mo>&#x27e8;</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>c</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="" close="|" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>u</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mfenced open="" close="&#x232a;" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mfenced open="|" close="" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>v</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x27e9;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>c</mml:mi>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>v</mml:mi>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where <inline-formula id="inf1">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf2">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf3">
<mml:math id="m9">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>u</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> are the wave function, energy and unit vector of the electric field of the incident light. The superscripts (v and c) in <inline-formula id="inf4">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf5">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, label the conduction bands and valence bands, respectively.</p>
<p>Shown as <xref ref-type="fig" rid="F6">Figure 6A</xref>, the optical absorption ability is presented that the light absorption peak of the Na2B6 monolayer is about 11.8 &#xd7; 105 cm&#x2212;1 with the wavelength about 335 nm. Such excellent optical absorption performance of the Na2B6 monolayer is more advantages than that of other 2D materials such as AlN/Zr2CO2 heterostructure (3.79 &#xd7; 105 cm&#x2212;1) [<xref ref-type="bibr" rid="B68">68</xref>], CdO/Arsenene heterostructure (8.47 &#xd7; 104 cm&#x2212;1) [<xref ref-type="bibr" rid="B69">69</xref>] and SiSe monolayer (7.98 &#xd7; 105 cm&#x2212;1) [<xref ref-type="bibr" rid="B57">57</xref>].</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A)</bold> The calculated optical absorption spectrum of the Na<sub>2</sub>B<sub>6</sub> monolayer. The free energy of the in the <bold>(B)</bold> HER and <bold>(C)</bold> OER of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers. The insets represent the structures of the intermediates in the HER and OER.</p>
</caption>
<graphic xlink:href="fphy-12-1534301-g006.tif"/>
</fig>
<p>Then, the catalytic properties of K2B6, Na2B6 and Rb2B6 monolayers are investigated by calculating the Gibb&#x2019;s free energy of the system. First, the overall process of HER and the OER in water splitting is demonstrated as <xref ref-type="disp-formula" rid="e7">Equations 7</xref>&#x2013;<xref ref-type="disp-formula" rid="e10">10</xref> as follows:<disp-formula id="e7">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
<disp-formula id="e8">
<mml:math id="m13">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>where the main reactions in the HER process are:<disp-formula id="e9">
<mml:math id="m14">
<mml:mrow>
<mml:mo>&#x2a;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2013;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
<disp-formula id="e10">
<mml:math id="m15">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2013;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>&#x2a;</mml:mo>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>where &#x2a; indicates the active site on the Na<sub>2</sub>B<sub>6</sub> monolayer. It can be seen that the intermediate product of the HER process is only H&#x2a;. As an efficient catalyst, its Gibb&#x2019;s free energy should satisfy &#x394;<italic>G</italic>
<sub>H</sub> &#x3d; 0 as much as possible. The most excellent Gibb&#x2019;s free energy in HER of these X<sub>2</sub>B<sub>6</sub> monolayer are obtained as Na<sub>2</sub>B<sub>6</sub> monolayer, shown as <xref ref-type="fig" rid="F6">Figure 6B</xref>, as about 0.64 eV, which is even lower than that of the MoSi<sub>2</sub>N<sub>4</sub> (2.33 eV) [<xref ref-type="bibr" rid="B67">67</xref>]. Besides, in the OER reaction, the intermediate products are OH&#x2a;, O&#x2a; and OOH&#x2a;. This process can be expressed as <xref ref-type="disp-formula" rid="e11">Equations 11</xref>&#x2013;<xref ref-type="disp-formula" rid="e14">14</xref> as follows:<disp-formula id="e11">
<mml:math id="m16">
<mml:mrow>
<mml:mo>&#x2a;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msup>
<mml:mtext>OH</mml:mtext>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2013;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
<disp-formula id="e12">
<mml:math id="m17">
<mml:mrow>
<mml:msup>
<mml:mtext>OH</mml:mtext>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msup>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2013;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
<disp-formula id="e13">
<mml:math id="m18">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msup>
<mml:mtext>OOH</mml:mtext>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2013;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>
<disp-formula id="e14">
<mml:math id="m19">
<mml:mrow>
<mml:msup>
<mml:mtext>OOH</mml:mtext>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mo>&#x2a;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2013;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
</p>
<p>One can see that the rate-determining step in the OER of the K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers is first step with the overpotentials about 1.78 eV, 2.19 eV and 2.28 eV, respectively, shown as <xref ref-type="fig" rid="F6">Figure 6C</xref>. The insets in <xref ref-type="fig" rid="F6">Figure 6C</xref> also demonstrated the adsorption configuration of intermediate. Moreover, the calculated OER catalytic activity of these X<sub>2</sub>B<sub>6</sub> monolayers is also lower than that of the PtS<sub>2</sub>/arsenene heterostructure (5.516 eV) and WSSe monolayer (2.39 eV). It is worth noting that the most stable HER and OER adsorption configuration of these system is demonstrated by binding energy (<italic>E</italic>
<sub>b</sub>), which is obtained as <italic>E</italic>
<sub>b</sub> &#x3d; <italic>E</italic>
<sub>system</sub>&#x2013;<italic>E</italic>
<sub>pure</sub>&#x2013;<italic>E</italic>, where <italic>E</italic>
<sub>system</sub>, <italic>E</italic>
<sub>pure</sub> and <italic>E</italic> are the energy of the adsorbed X<sub>2</sub>B<sub>6</sub>, pure X<sub>2</sub>B<sub>6</sub> monolayer and single intermediates, respectively. The lower binding energy imply the more stable configuration of the H&#x2a;, OH&#x2a;, O&#x2a; and OOH&#x2a;, showing as inset of <xref ref-type="fig" rid="F6">Figures 6B, C</xref>.</p>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In summary, the first-principle calculations are explore to predict the structural, electronic, mechanical, optical and catalytic properties systematically of the novel K<sub>2</sub>B<sub>6</sub>, Na<sub>2</sub>B<sub>6</sub> and Rb<sub>2</sub>B<sub>6</sub> monolayers. All these X<sub>2</sub>B<sub>6</sub> monolayers present a stability structure, with an anisotropic Young&#x2019;s modulus (296&#x2013;406 N/m) and the Poisson&#x2019;s ratio (0.36&#x2013;0.35). Then, the ultra-narrow bandgap (0.42 eV) is obtained in the Na<sub>2</sub>B<sub>6</sub> monolayer with high electron mobility as about 9942 cm<sup>2</sup>. V<sup>&#x2212;1</sup>.s<sup>&#x2212;1</sup>. in decent transport direction. Furthermore, the excellent light absorption properties of the Na<sub>2</sub>B<sub>6</sub> monolayer is also investigated. All these X<sub>2</sub>B<sub>6</sub> monolayers suggest a low Gibb&#x2019;s free energy in HER and OER, suggesting the potential applications as efficient nanodevice and catalyst.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>XD: Data curation, Formal Analysis, Funding acquisition, Writing&#x2013;original draft. ZH: Methodology, Software, Supervision, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was financially supported by Natural science research project of colleges and universities in Anhui Province (Grant No. 2023AH053094); Key teaching research project of Chuzhou Polytechnic (Grant No. 2022jyxm03).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphy.2024.1534301/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphy.2024.1534301/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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