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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">746915</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2021.746915</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>Improved Dielectric Properties and Grain Boundary Effect of Phenanthrene Under High Pressure</article-title>
<alt-title alt-title-type="left-running-head">Wang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Phenanthrene Under High Pressure</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xiaofeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1019933/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Qinglin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1019921/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Qin</surname>
<given-names>Tianru</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Guozhao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Haiwa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sang</surname>
<given-names>Dandan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Cong</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Jianfu</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/319913/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Xiaoli</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Cailong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/272817/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Shandong Key Laboratory of Optical Communication Science and Technology, School of Physics Science and Information Technology, Liaocheng University, <addr-line>Liaocheng</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Heilongjiang Province Key Laboratory of Superhard Materials, Department of Physics, Mudanjiang Normal University, <addr-line>Mudanjiang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>College of Mathematics and Physics, Beijing University of Chemical Technology, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>School of Opto-electronic Information Science and Technology, Yantai University, <addr-line>Yantai</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/123129/overview">Venugopal Rao Soma</ext-link>, University of Hyderabad, India</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/1420554/overview">Ganapathy Vaitheeswaran</ext-link>, University of Hyderabad, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1449948/overview">Feng Ke</ext-link>, Stanford University, United&#x20;States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Qinglin Wang, <email>wangqinglin@lcu.edu.cn</email>; Guozhao Zhang, <email>Z2012GZ@163.com</email>; Xiaoli Wang, <email>xlwang@ytu.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Optics and Photonics, a section of the journal Frontiers in Physics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>09</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>746915</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Wang, Wang, Qin, Zhang, Zhang, Sang, Wang, Li, Wang and Liu.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Wang, Wang, Qin, Zhang, Zhang, Sang, Wang, Li, Wang and Liu</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>
<italic>In situ</italic> impedance measurements, Raman measurements and theoretical calculations were performed to investigate the electrical transport and vibrational properties of polycrystalline phenanthrene. Two phase transitions were observed in the Raman spectra at 2.3 and 5.9&#xa0;GPa, while phenanthrene transformed into an amorphous phase above 12.1&#xa0;GPa. Three discontinuous changes in bulk and grain boundary resistance and relaxation frequency with pressure were attributed to the structural phase transitions. Grain boundaries were found to play a dominant role in the carrier transport process of phenanthrene. The dielectric performance of phenanthrene was effectively improved by pressure. A significant mismatch between <italic>Z</italic>&#x2033; and <italic>M</italic>&#x2033; peaks was observed, which was attributed to the localized electronic conduction in phenanthrene. Theoretical calculations showed that the intramolecular interactions were enhanced under compression. This study offers new insight into the electrical properties as well as grain boundary effect in organic semiconductors at high pressure.</p>
</abstract>
<kwd-group>
<kwd>phenanthrene</kwd>
<kwd>high pressure</kwd>
<kwd>dielectric</kwd>
<kwd>grain boundary</kwd>
<kwd>phase transition</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Organic semiconductors have captured much attention due to their outstanding electronic properties and high mechanical flexibility, which enable improved performance of OLEDs, organic field-effect transistors, or organic solar cells [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>]. Polycyclic aromatic hydrocarbons (PAHs), as the important class of organic semiconductors, are applied in many areas, such as optoelectronics, electronics, and optical technology [<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>].</p>
<p>Pressure has a significant effect on the structure and properties of PAHs [<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>]. For example, naphthalene is partially oligomerized above 15&#xa0;GPa at room temperature, and this can be promoted by reducing intermolecular distance with the action of pressure [<xref ref-type="bibr" rid="B12">12</xref>]; pressure can effectively reduce the bandgap of oligoacenes, which would affect their electron transport performance&#x20;[<xref ref-type="bibr" rid="B13">13</xref>].</p>
<p>Phenanthrene (C<sub>14</sub>H<sub>10</sub>) is one of the PAHs and has the simplest flat molecule structure composed of three benzene rings with an armchair configuration. Structure evolution and vibrational features of phenanthrene under high pressure were investigated by x-ray diffraction (XRD) and Raman spectroscopy. Huang <italic>et&#x20;al.</italic> [<xref ref-type="bibr" rid="B14">14</xref>] have reported three phase transitions of phenanthrene under non-hydrostatic conditions with the space group <italic>P</italic>2<sub>1</sub> for phase I (0&#x2013;2.2&#xa0;GPa), <italic>P</italic>2/<italic>m</italic> for phase II (2.2&#x2013;5.6&#xa0;GPa), and <italic>P</italic>2/<italic>m</italic>&#x20;&#x2b; <italic>Pmmm</italic> for phase III (5.6&#x2013;11.4&#xa0;GPa), whereas the structure has been indexed to the pure <italic>Pmmm</italic> phase from 11.4 to 20&#xa0;GPa<italic>.</italic> Above 20&#xa0;GPa, it further changed to hydrogenated amorphous carbon structure. Capitani <italic>et&#x20;al.</italic> [<xref ref-type="bibr" rid="B15">15</xref>] have studied the influence of hydrostatic pressure on the structure of phenanthrene by XRD experiment with helium as pressure transmitting medium. They have observed that a phase transition from <italic>P</italic>2<sub>1</sub> to a new phase <italic>P</italic>1 occurred around 8&#xa0;GPa. Moreover, <italic>P</italic>2<sub>1</sub> and <italic>P</italic>1 phases coexisted from 8 to 13&#xa0;GPa, then phenanthrene fully transformed to <italic>P</italic>1 phase above 13&#xa0;GPa. When pressure exceeded 20&#xa0;GPa, the appearance of amorphization could be detected. Hence, there is an evident influence of non-hydrostatic environment on the phase transition path in phenanthrene.</p>
<p>Transformations in the crystal structure caused by pressure inevitably affect the carrier transport behavior and grain boundary effect in polycrystalline. For example, Li <italic>et&#x20;al.</italic> [<xref ref-type="bibr" rid="B16">16</xref>] have reported the grain boundary effect on the electrical transport properties of <italic>&#x3b2;</italic>-boron at high pressure. Qin <italic>et&#x20;al.</italic> [<xref ref-type="bibr" rid="B17">17</xref>] have investigated the dielectric behavior of polycrystalline CaMoO<sub>4</sub>, and they found that the grain boundaries played a key role in carrier transport process. Zhang <italic>et&#x20;al.</italic> [<xref ref-type="bibr" rid="B18">18</xref>] have studied the correlation between structural phase transition and electrical transport properties of ZnFe<sub>2</sub>O<sub>4</sub> nanoparticles under high pressure, which concluded that the grain boundary effect was related to the capacity of the charge bounding.</p>
<p>The charge carriers transport in phenanthrene relies on the molecular structure and the form of the molecular packing. Previous studies have clarified the structure and the vibration modes of phenanthrene both at non-hydrostatic/hydrostatic pressure environments. Nevertheless, it remains unclear how pressure regulates the electrical transport behavior of phenanthrene, which limits the design of new phenanthrene-based applications. Meanwhile, another important factor that affects the charge transport processes in polycrystalline phenanthrene is the grain boundary, at which the carrier scattering effect is usually strengthened. However, the studies on the transport properties as well as the grain boundary effect of phenanthrene at high pressure were scarcely tackled. In this work, we investigated the electrical transport behavior of phenanthrene at high pressure by <italic>in-situ</italic> alternating current (AC) impedance measurements. Raman measurements and density-functional theory (DFT) calculations were also conducted. The contributions of bulk and grain boundaries to the electrical transport properties were evaluated. The influence of pressure on resistance, relaxation frequency, activation energy, permittivity, and dielectric loss factor of phenanthrene pressure were discussed.</p>
</sec>
<sec id="s2">
<title>Experimental and Computational Details</title>
<p>Polycrystalline phenanthrene powders with 99.5% purity were purchased from Sigma-Aldrich. High pressure was generated by a diamond anvil cell (DAC) with anvil culet diameter of 300&#xa0;<italic>&#x3bc;</italic>m. The parallel-plate electrodes configuration was used for impedance measurements. The detailed electrode fabrication procedures were described in our previous works [<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>]. T301 stainless steel was pre-indented to a thickness of 60&#xa0;<italic>&#x3bc;</italic>m. The mixture of cubic boron nitride powder and epoxy was used as the insulating layer. Pressure was calibrated with the R<sub>1</sub> fluorescence peak of the ruby&#x20;[<xref ref-type="bibr" rid="B22">22</xref>].</p>
<p>
<italic>In situ</italic> high-pressure AC impedance measurements were carried out by a Solartron 1260 impedance analyzer with a 1296 dielectric interface in the frequency range of 10<sup>&#x2212;2</sup>&#x223c;10<sup>6</sup>&#xa0;Hz, and the voltage amplitude was 0.1&#xa0;V. Impedance measurements were performed at pressures up to 30.3&#xa0;GPa. In order to avoid the induction of unnecessary additional impedance, pressure transmitting medium was not applied. Raman spectra of phenanthrene were collected during the process from ambient pressure to 31.2&#xa0;GPa. The excitation source is a laser emitting at 532&#xa0;nm by a Horiba LabRAM HR Evolution. No pressure medium was used for the Raman measurements to maintain consistency with the impedance experiments.</p>
<p>The calculations for local structural relaxations and electronic properties were performed in the framework of density functional theory within the Perdew-Burke-Ernzerhof generalized gradient approximation (GGA-PBE) [<xref ref-type="bibr" rid="B23">23</xref>] and frozen-core all-electron projector-augmented wave (PAW) method [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>] as implemented in Vienna <italic>ab initio</italic> simulation package (VASP) [<xref ref-type="bibr" rid="B26">26</xref>], the pseudopotentials were taken from the VASP library, in which 2s<sup>2</sup>2p<sup>2</sup> and 1s<sup>1</sup> were treated as the valence electrons for C and H atoms, respectively. Cutoff energy of 700&#xa0;eV and appropriate Monkhorst-Pack [<xref ref-type="bibr" rid="B27">27</xref>] <italic>k</italic>-mesh with <italic>k</italic>-points density 0.03&#xa0;&#xc5;<sup>-1</sup> were chosen to ensure that all the enthalpy calculations were well converged to less than 1&#xa0;meV/atom. The electron localization function (ELF) was used to describe the charge redistribution and the bonding feature of molecules and solid materials.</p>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<p>The selected Raman spectra in the frequency region of 50&#x2013;1800&#xa0;cm<sup>&#x2212;1</sup> were shown in <xref ref-type="fig" rid="F1">Figures 1A,B</xref>. With increasing pressure, all the Raman peaks shift to higher frequencies. The vibrational modes can be divided into intermolecular modes (<italic>L</italic>
<sub>1</sub>, <italic>L</italic>
<sub>2</sub>) and intramolecular modes, as in Ref. 14. The pressure dependence of all the vibrational modes was displayed in <xref ref-type="fig" rid="F1">Figure&#x20;1C</xref>. The previous results from Ref. 14 were also drawn together by dashed lines. It can be seen that the phase transitions occurred at 2.3 and 5.9&#xa0;GPa, which are consistent with the results of Ref. 14. The difference of phase transition paths with Capitani <italic>et&#x20;al.</italic>
<sup>15</sup> was caused by nonhydrostatic/hydrostatic pressure environment. With increasing pressure, the C-C-C bending mode (<italic>&#x3bd;</italic>
<sub>1</sub>) and intermolecular modes (<italic>L</italic>
<sub>1</sub>) were split, the intramolecular vibration mode (&#x3bd;<sub>3</sub>) disappeared, suggesting that the sample undergoes its first phase transition around 2.3&#xa0;GPa. Up to 5.9 GPa, the CCC bending mode (&#x3bd;<sub>4</sub>) and the C-C stretching mode (&#x3bd;<sub>11</sub>) were split, several intramolecular vibration modes (&#x3bd;<sub>12,</sub> &#x3bd;<sub>13,</sub> &#x3bd;<sub>14,</sub> &#x3bd;<sub>19,</sub> &#x3bd;<sub>20</sub>) disappeared, along with discontinous change in the slope of frequency of the intermolecular modes (<italic>L</italic>
<sub>1</sub>, <italic>L</italic>
<sub>2</sub>) around 6.0&#xa0;GPa (as shown in <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>), which indicates that the sample transforms from phase II to phase III around 5.9&#xa0;GPa. The stretching vibration of the C-H bond in the high frequency region under different pressures was shown in the <xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>). Furthermore, the Raman peak of the intermolecular modes had a large blue shift which was attributed to the reduction of the intermolecular distance and the enhancement of the intermolecular interaction [<xref ref-type="bibr" rid="B28">28</xref>]. Above 12.1&#xa0;GPa, phenanthrene transformed to an amorphous&#x20;state.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>High pressure Raman spectra of phenanthrene up to 31.2&#x00A0;GPa. <bold>(A)</bold> Selective Raman spectra in the frequency range of 50&#x2013;1200 cm<sup>&#x208B;1</sup>. <bold>(B)</bold> Selective Raman spectra in the frequency range of 1350&#x2013;1750 cm<sup>&#x208B;1</sup>. <bold>(C)</bold> Pressure dependence of the Raman shift for the observed modes. The dashed lines are results from Ref. 14. Dashed vertical lines represent phase boundaries, and phases are assigned with Roman numbers. The upper arrows and asterisks denote the new appearance and the disappearance of peaks, respectively.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g001.tif"/>
</fig>
<p>Impedance spectroscopy method can distinguish the contribution of bulk and grain boundaries to electrical transport properties. The impedance spectra of phenanthrene at different pressures were shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>. There was a big deviation from the ideal semicircle in the Nyquist plots (<italic>Z</italic>&#x2033;&#x223c; <italic>Z</italic>&#x2032;), which was due to the dispersion effect in the process of electron transportation [<xref ref-type="bibr" rid="B29">29</xref>]. In Nyquist plots, bulk and grain boundaries had a large difference in frequency responses. Below 8.6&#xa0;GPa, <italic>Z</italic>&#x2033; slowly approached <italic>Z</italic>&#x2032; axis in the low-frequency region, and a relatively complete semicircle arc of the grain boundary was shown in <xref ref-type="fig" rid="F2">Figures 2A,B</xref>. However, from 8.6 to 30.3&#xa0;GPa, the grain boundary resistance increased significantly with pressure, so incomplete arcs appeared in the low-frequency region, as shown in <xref ref-type="fig" rid="F2">Figures 2C,D</xref>. Nyquist plots of phenanthrene indicated that the contributions of bulk and grain boundaries to the electrical transport properties were significantly different, whereas the grain boundary effect played a dominant role. The relaxation frequency which corresponds to the imaginary impedance peak is equal to the reciprocal of the relaxation time constant. As shown in <xref ref-type="fig" rid="F2">Figures 2E,H</xref> the relaxation peaks of the grain boundaries shifted towards lower frequencies with pressure. This indicates that the grain boundary and associated lattice scattering effect on carriers were improved by pressure, which was also convinced by Raman measurements results. Take the <italic>&#x3bd;</italic>
<sub>21</sub> vibration mode (1442&#xa0;cm<sup>&#x2212;1</sup>) for example, as shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>, the FWHM increased with increasing pressure, the crystallinity of the sample was weakened, the defects were increased, and the disorder was increased, indicating that the grain boundary effect enhanced lattice scattering on carriers.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Nyquist (<italic>Z&#x2033;</italic>-<italic>Z&#x2032;</italic>) plots <bold>(A&#x2013;D)</bold> and <italic>Z&#x2033;</italic>-<italic>f</italic> plots <bold>(E&#x2013;H)</bold> of the impedance data of phenanthrene under different pressures. Inset: the enlargement of the left&#x20;arc.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Variation of FWHM (&#x3bd;<sub>21</sub> vibration mode) with pressure.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g003.tif"/>
</fig>
<p>However, due to the large difference in the contribution of bulks and grain boundaries, the bulk relaxation peak was not obvious in the Bode plots (<italic>Z</italic>&#x2033;&#x223c;<italic>f</italic>). The separation between bulk and grain boundary relaxation process will be clearly illustrated through the modulus representation&#x20;later.</p>
<p>Since there was a big difference between the frequency responses from bulk and grain boundaries of phenanthrene, the representation as reported by Abrantes <italic>et&#x20;al.</italic> was adopted to process the data [<xref ref-type="bibr" rid="B30">30</xref>]. The plots of selected impedance data in the Z&#x2032;- (Z&#x2033;/<italic>f</italic>) representation were shown in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>. Three distinct segments were observed in each plot corresponding to different frequency regions. In the high frequency region,<disp-formula id="e1">
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<label>(1)</label>
</disp-formula>In the moderate frequency region, (<italic>f</italic>
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<sub>b</sub>),<disp-formula id="e2">
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<mml:mrow>
<mml:mrow>
<mml:mi>Z</mml:mi>
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<mml:mi>b</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>In the low frequency region (<italic>f</italic>&#x3c;&#x3c;<italic>f</italic>
<sub>gb</sub>),<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
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</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>g</mml:mi>
<mml:mi>b</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mi>Z</mml:mi>
<mml:mi mathvariant="italic">&#x2033;</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where <italic>R</italic>
<sub>b</sub>, <italic>R</italic>
<sub>gb</sub>, <italic>f</italic>
<sub>b</sub>, <italic>f</italic>
<sub>gb</sub> represent the resistance and the relaxation frequency of the bulk and grain boundary respectively, and <italic>f</italic>
<sub>el</sub> corresponds to the electrode relaxation frequency. From <xref ref-type="disp-formula" rid="e1">Eq. 1</xref>, <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> and <xref ref-type="disp-formula" rid="e3">Eq. 3</xref>), the electrical parameters (<italic>R</italic>
<sub>t</sub>&#x3d; <italic>R</italic>
<sub>b</sub> &#x2b; <italic>R</italic>
<sub>gb</sub>, <italic>R</italic>
<sub>b</sub>, <italic>R</italic>
<sub>gb</sub>, <italic>f</italic>
<sub>b</sub>, <italic>f</italic>
<sub>gb</sub>) of phenanthrene were obtained by fitting the experimental data, as shown in <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Z&#x2032;- Z&#x2033;/<italic>f</italic> plots of phenanthrene at different pressures. Inset: the enlargement of the left&#x20;arc.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Pressure dependencies of <bold>(A)</bold> <italic>R</italic>
<sub>t</sub>, <bold>(B)</bold> <italic>R</italic>
<sub>b</sub>, <bold>(C)</bold> <italic>R</italic>
<sub>gb</sub>, <bold>(D)</bold> <italic>f</italic>
<sub>b,</sub> and <bold>(E)</bold> <italic>f</italic>
<sub>gb</sub> of phenanthrene.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g005.tif"/>
</fig>
<p>For each parameter versus pressure, three discontinuous changes can be found at 2.9, 7.5, and 13.8&#xa0;GPa, respectively, which was attributed to the pressure-induced structural phase transitions [<xref ref-type="bibr" rid="B14">14</xref>]. Below 13.8&#xa0;GPa, both bulk and grain boundary resistances increased with pressure. The increase in grain boundary resistance probably resulted from the higher grain boundary density under pressure, which consequently generated additional dangling bonds. This statement was consistent with the decreased grain boundary relaxation frequency with pressure, as shown in <xref ref-type="fig" rid="F5">Figure&#x20;5E</xref>. Above 13.8&#xa0;GPa, there was no obvious variation in resistance in Phase IV, which was related to the emergence of the amorphous structure. This conclusion was consistent with the Raman results. With the increasing of disorder, the electronic states of the system became more localized&#x20;[<xref ref-type="bibr" rid="B31">31</xref>].</p>
<p>Both bulk and grain boundary relaxation frequencies of phenanthrene decreased significantly with pressure in Phases I and II. Above 7.5&#xa0;GPa, the relaxation frequency was almost constant as the pressure increases in Phases III and IV. The variation of the relaxation frequencies in both bulk and grain boundary regions below 7.5&#xa0;GPa indicated that the relaxation time of phenanthrene increased with pressure. The electrical transport parameters (<italic>R</italic>
<sub>t</sub>, <italic>R</italic>
<sub>b</sub>, <italic>R</italic>
<sub>gb</sub>, <italic>f</italic>
<sub>b,</sub> and <italic>f</italic>
<sub>gb</sub>) of Phase III changed slowly with increasing pressure. The electrical transport mechanism of phenanthrene was modulated by pressure, the electrons transport channels became narrower under compression and were finally fully closed in Phase IV (amorphous state).</p>
<p>In order to analyze the relaxation process of phenanthrene under compression, the pressure dependence of the relaxation activation energy was evaluated. According to the Arrhenius equation, the relationship between the relaxation frequency and the activation energy can be depicted as:<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">H</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mi mathvariant="bold-italic">B</mml:mi>
</mml:msub>
<mml:mi mathvariant="bold-italic">T</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where <italic>H</italic> represents activation energy, <italic>k</italic>
<sub>B</sub> is the Boltzmann constant, and <italic>T</italic> is the temperature. Assume <italic>f</italic> and <italic>H</italic> are only the function of pressure, and <italic>f</italic>
<sub>0</sub> remains a constant, we have<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">ln</mml:mi>
<mml:mi>f</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">dP</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">In</mml:mi>
<mml:msub>
<mml:mi mathvariant="italic">f</mml:mi>
<mml:mi mathvariant="italic">0</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>H</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>By linear fitting to the curve ln<italic>f</italic>-<italic>P</italic>, the pressure dependence of the activation energy was shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Calculated pressure dependence of the bulk activation energy.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Phase</th>
<th align="center">Pressure region (GPa)</th>
<th align="center">d<italic>H</italic>/dP (meV/GPa)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">I</td>
<td align="center">0.9&#x2013;2.1</td>
<td align="char" char=".">0.58</td>
</tr>
<tr>
<td align="left">II</td>
<td align="center">2.9&#x2013;6.2</td>
<td align="char" char=".">8.73</td>
</tr>
<tr>
<td align="left">III</td>
<td align="center">7.5&#x2013;13.8</td>
<td align="char" char=".">1.96</td>
</tr>
<tr>
<td align="left">IV</td>
<td align="center">16.2&#x2013;30.3</td>
<td align="char" char=".">&#x2212;0.43</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Below 13.8&#xa0;GPa, the d<italic>H</italic>/d<italic>P</italic> was positive indicating that the required energy for carriers to reach the equilibrium increased with pressure. Therefore, the activation energy increased with increasing pressure. However, in Phase IV, d<italic>H</italic>/d<italic>P</italic> of phenanthrene turned to be negative (&#x2212;0.43&#xa0;meV/GPa). The decreased activation energy indicated that pressure promotes electrical conductivity&#x20;[<xref ref-type="bibr" rid="B32">32</xref>].</p>
<p>To obtain a deep insight into the carrier transport process of phenanthrene, the dielectric behavior was investigated. The bulk relative permittivity (<italic>&#x25b;</italic>
<sub>r</sub>) of phenanthrene can be obtained from:<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b5;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="bold-italic">P</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="bold-italic">d</mml:mi>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">R</mml:mi>
<mml:mi mathvariant="bold-italic">b</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b5;</mml:mi>
<mml:mi mathvariant="bold">0</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mi mathvariant="bold-italic">b</mml:mi>
</mml:msub>
<mml:mi mathvariant="bold-italic">S</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where <italic>d</italic> is the thickness of a sample, <italic>&#x3b5;</italic>
<sub>0</sub> is the vacuum permittivity, <italic>S</italic> is the area of the electrode, and <italic>f</italic>
<sub>b</sub> is the bulk relaxation frequency.</p>
<p>As displayed in <xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>, three discontinuous changes at 2.9, 7.5, and 13.8&#xa0;GPa were observed in the relative permittivity <italic>&#x25b;</italic>
<sub>r</sub> of phenanthrene at different pressures. <italic>&#x25b;</italic>
<sub>r</sub> decreased with increasing pressure, which was caused by the decreased dipole moment in alternating electric fields under high pressure. The frequency dependence of both real (<italic>&#x3b5;</italic>&#x2032;) and imaginary (<italic>&#x3b5;</italic>&#x2033;) parts of the complex dielectric permittivity of phenanthrene under high pressure was shown in <xref ref-type="fig" rid="F6">Figures 6B,C</xref>. The value of <italic>&#x3b5;</italic>&#x2032; implies the energy storage and polarization ability [<xref ref-type="bibr" rid="B33">33</xref>], whereas the imaginary part (<italic>&#x3b5;</italic>&#x2033;) reflects the dielectric loss. Below 10<sup>5</sup>&#xa0;Hz, <italic>&#x3b5;</italic>&#x2032; decreased with increasing frequency at each pressure. However, when the frequency exceeded 10<sup>5</sup>&#xa0;Hz, <italic>&#x3b5;</italic>&#x2032; showed gradually reduction with frequency. In high-frequency region, the electric field alternates too fast to affect the rotation of the dipole. Therefore, the polarization of orientation weakened, and the inflection point moved to lower frequencies, while the real and imaginary parts decreased.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A)</bold> Variation of the relative permittivity <italic>&#x25b;</italic>
<sub>r</sub> with pressure. <bold>(B&#x2013;D)</bold> Frequency dependencies of<italic>, &#x3b5;</italic>&#x2032;, <italic>&#x3b5;</italic>&#x2033; and tan<italic>&#x3b4;</italic> of phenanthrene under different pressures. Inset shows the dielectric loss factor (tan<italic>&#x3b4;</italic>) at 0.9&#xa0;GPa during compression and at 0.4&#xa0;GPa after decompression.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g006.tif"/>
</fig>
<p>At high frequency, the electric field changes so rapidly that there is a time delay (relaxation) between the space charge polarization and the applied electric field, which resulted in the dielectric loss [<xref ref-type="bibr" rid="B34">34</xref>]. The frequency-dependent dielectric loss factor (tan<italic>&#x3b4;</italic>) at different pressures was illustrated in <xref ref-type="fig" rid="F6">Figure&#x20;6D</xref>. Moreover, when pressure was released to 0.4&#xa0;GPa, as shown in the inset of <xref ref-type="fig" rid="F6">Figure&#x20;6D</xref>, the dielectric loss factor in the low-frequency region became much lower than that at 0.9&#xa0;GPa under compression. Therefore, the dielectric performance of phenanthrene was effectively improved after a pressure&#x20;cycle.</p>
<p>The analysis of complex modulus plots (<italic>M</italic>&#x2a; &#x3d; <italic>j&#x3c9;C</italic>
<sub>
<italic>0</italic>
</sub>
<italic>Z</italic>&#x2a;) can help us have a further understanding of the dielectric behavior of phenanthrene. Two representative <italic>Z</italic>&#x2033; and <italic>M</italic>&#x2033; plots are complementary, the former emphasizes phenomena with large resistance, while the latter shows electrical responses with small capacitance [<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>]. Two semicircle arcs corresponding to the bulk and grain boundary regions of phenanthrene were shown in <xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>. The real part <italic>M&#x2032;</italic> as a function of frequency at different pressures was displayed in <xref ref-type="fig" rid="F7">Figure&#x20;7B</xref>. The <italic>M&#x2032;</italic> started to increase with increasing frequency, but then kept a constant value in the high-frequency region. The imaginary part <italic>M</italic>&#x2033; as a function of frequency was shown in <xref ref-type="fig" rid="F7">Figure&#x20;7C</xref>. Two peaks in the <italic>M</italic>&#x2033;-<italic>f</italic> plots indicated two types of electrical response mechanisms existing in phenanthrene that represent change from long-range to short-range carrier mobility with increasing frequency&#x20;[<xref ref-type="bibr" rid="B17">17</xref>].</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A)</bold> Complex modulus plots (<italic>M</italic>&#x2033; &#x223c; <italic>M</italic>&#x2032;) at different pressures; <bold>(B, C)</bold> variations of <italic>M</italic>&#x2032; and <italic>M</italic>&#x2033; with frequency at different pressures; <bold>(D)</bold> frequency dependencies of <italic>M</italic>&#x2033; and <italic>Z</italic>&#x2033; in phenanthrene at 2.9&#xa0;GPa.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g007.tif"/>
</fig>
<p>The frequency variation of <italic>Z</italic>&#x2033; and <italic>M</italic>&#x2033; of phenanthrene at 2.9&#xa0;GPa was shown in <xref ref-type="fig" rid="F7">Figure&#x20;7D</xref>. High-frequency peak reflects the dipole relaxation at the bulk, whereas the low-frequency peak corresponds to the grain boundary. For an ideal Debye relaxation, the <italic>Z</italic>&#x2033;and <italic>M</italic>&#x2033;peaks of a particular <italic>Resistance</italic>-<italic>Capacitance</italic> component should be coincident on the frequency scale [<xref ref-type="bibr" rid="B37">37</xref>]. However, a significant mismatch between <italic>Z</italic>&#x2033;and <italic>M</italic>&#x2033;peaks was observed, which can be attributed to the localized electronic conduction in phenanthrene&#x20;[<xref ref-type="bibr" rid="B38">38</xref>].</p>
<p>To obtain a deeper insight into the mechanism of the electrical properties of phenanthrene, DFT theoretical calculations were performed. The electron localization functions (ELF), energy band structure, and densities of states of phenanthrene at different pressures were shown in <xref ref-type="fig" rid="F8">Figure&#x20;8</xref>. The electron localization function was used to describe the charge redistribution and bonding feature of molecules. <xref ref-type="fig" rid="F8">Figures 8A,B</xref> suggested that the bonds in the C6 ring were covalent bonds, whereas intermolecular H atoms formed lone pairs of Phase I and Phase II at 0.5 and 4&#xa0;GPa. The bandgap of phenanthrene decreased from 2.98&#xa0;eV (0&#xa0;GPa in Phase I) to 1.50&#xa0;eV (4&#xa0;GPa in Phase II) under compression. Because density functional calculations usually lead to a considerable underestimation of the energy gap, the actual band gaps are expected to be much larger, but we can conclude that the bandgap of phenanthrene decreased significantly with pressure. The decreased bandgap improves the transport of electrons at LUMO to HOMO, giving rise to the holes transfer integral in both directions [<xref ref-type="bibr" rid="B39">39</xref>]. According to Marcus theory [<xref ref-type="bibr" rid="B40">40</xref>], the hopping process is the exchange of electrons and holes between neighboring molecules and the charge transfer rate between two molecules depends on the recombination energy and charge transfer integral. Thus, the calculated decreased bandgap of phenanthrene was caused by increased charge transfer integral and/or by decreased recombination energy. Compared with the experimental results, the increased bulk resistance with pressure could be due to the increased grain boundary density and/or the pressure-induced disordering, which results in the enhancement of lattice scattering with increasing pressure.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Electronic properties of Phase I and Phase II in phenanthrene at 0.5 and 4&#xa0;GPa. Electron localization function (ELF) <bold>(A, B)</bold>, band structure <bold>(left)</bold>, and Partial DOSs <bold>(right)</bold> <bold>(C, D)</bold>.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g008.tif"/>
</fig>
<p>The arrangement of molecules in the crystal structure is mainly determined by molecular conformation and intramolecular interactions. Due to the non-hydrostatic environment, the intramolecular interactions of phenanthrene demonstrated anisotropic changes with pressure. As shown in <xref ref-type="fig" rid="F9">Figure 9</xref>, the intramolecular and intermolecular distances of phenanthrene decreased with pressure, leading to enhanced intramolecular interaction. This can provide an explanation for both increased bulk resistance and reduced relaxation frequency. The pressure dependence of intramolecular and intermolecular bond distance was shown in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>. It can be seen that the intermolecular C-C and H-H interaction was more sensitive with pressure than the intramolecular C-C&#x20;ones.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>
<bold>(A, C)</bold> Intramolecular C-C distances; <bold>(B, D)</bold> intermolecular bond distances of phenanthrene under different pressures at phases I and II.</p>
</caption>
<graphic xlink:href="fphy-09-746915-g009.tif"/>
</fig>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In summary, the vibrational and electrical properties of phenanthrene were investigated by high-pressure <italic>in situ</italic> impedance spectra measurements, Raman measurements and DFT calculations. Two phase transitions occurred at 2.3 and 5.9 GPa, and then transformed to an amorphous state above 12.1&#xa0;GPa. Below 13.8 GPa, both bulk and grain boundary resistance increased with pressure. The dielectric performance of phenanthrene was effectively improved after a pressure cycle. A&#x20;significant mismatch between <italic>Z</italic>&#x2033;and <italic>M</italic>&#x2033;peaks was observed, which can be attributed to the localized electronic conduction in phenanthrene. The calculated decreased bandgap of phenanthrene was caused by increased charge transfer integral and/or by decreased recombination energy. Our results provide a better understanding of the correlation between structural modification and electrical transport properties in phenanthrene and establish general guidelines for optimization of the applications of new organic semiconductors.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>QW and GZ designed and supervised this study. X-F W and QW performed the experiments. X-L W and JL were responsible for the theoretical calculations. X-F W, TQ and QW analyzed the data and wrote the manuscript. HZ, DS, CW and CL contributed to manuscript revision. All authors interpreted data and provided critical insights, while read and approved the content of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (Grant Nos. 11604133, 62104090, 11874174, 11974154, and 11674144), the Natural Science Foundation of Shandong Province (Grant Nos. ZR2017QA013, 2019GGX103023, ZR2018JL003, and ZR2018MA038), the Science and Technology Plan of Youth Innovation Team for Universities of Shandong Province (Grant No. 2019KJJ019), the Introduction and Cultivation Plan of Youth Innovation Talents for Universities of Shandong Province, the Heilongjiang Provincial Education Department Project Subsidy (Project No. 1354MSYQN022), the Open Project of State Key Laboratory of Superhard Materials (Jilin University, Grant Nos. 201503 and 201612), the Open Project of Shandong Key Laboratory of Optical Communication Science and Technology (Liaocheng University, SDOC 201902), Fundamental Research Funds for the Central Universities (buctrc 202122) and the Research Funding of Liaocheng University (Grant Nos. 318012016, 318051610, and 318051612).</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>
<p>The reviewer (FK) declared a past co-authorship with one of the authors (DS) to the handling editor.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<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="s10">
<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.2021.746915/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphy.2021.746915/full&#x23;supplementary-material</ext-link>
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