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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">749501</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2021.749501</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>Properties and Sensing Performance of THz Metasurface Based on Carbon Nanotube and Microfluidic Channel</article-title>
<alt-title alt-title-type="left-running-head">Wang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Carbon Nanotube-Based Composite THz Metasurface</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Yue</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>Xiaoju</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1283692/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Tao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Yongqiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cui</surname>
<given-names>Zijian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Kuang</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1078478/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Key Laboratory of Ultrafast Photoelectric Technology and Terahertz Science in Shaanxi, Xi&#x2019;an University of Technology, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Engineering University of PAP Xi&#x2019;an, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Department of Microwave Engineering, School of Electronics and Information Engineering, Harbin Institute of Technology Harbin, <addr-line>Harbin</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/936052/overview">Yingxin Wang</ext-link>, Tsinghua 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/1242974/overview">Bo Zhang</ext-link>, Capital Normal University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/796838/overview">Lin Chen</ext-link>, University of Shanghai for Science and Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yue Wang, <email>wangyue2017@xaut.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>20</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>749501</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Wang, Zhang, Zhou, Zhu, Cui and Zhang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Wang, Zhang, Zhou, Zhu, Cui and Zhang</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>Carbon-based metamaterials are expected to lead to biological and chemical sensing because of their fast electron transfer rate, good biocompatibility, and high absorption ratios. In this work, we integrate carbon nanotubes metasurface (CM) and microfluidic channel (MC) for a composite terahertz (THz) metasurface (CMMC). The absorption properties and sensing performance of the proposed composite metasurface have been studied. It is observed that the absorption is nearly 71.8% at 0.96&#xa0;THz and 92.4% at 1.65&#xa0;THz, respectively. The variation of response with refractive index of the analytes for the proposed CMMC is investigated and it is found that the frequency and intensity of the resonance absorption peak at 0.96&#xa0;THz <italic>f</italic>
<sub>1</sub> decrease obviously with the increase of the refractive index of the analytes. Owing to the coupling of the CM and MC in the microfluidic channel, the interaction between the incident THz wave and analytes has been enhanced, and the frequency and intensity sensitivities has achieved 254&#x2009;GHz/RIU and 314/RIU, respectively. In addition, the influence of the structural parameters of the proposed CMMC on the absorption characteristics is also studied in detail. The results shown that the absorption properties of the CMMC can be adjusted by changing the structural parameters, which will provide a guideline for design. The proposed CMMC will facilitate the realization of carbon nanotube metamaterials sensing applications, and, when combined with microfluidic channel, will lead to large-area THz biological and chemical sensing.</p>
</abstract>
<kwd-group>
<kwd>carbon nanotubes</kwd>
<kwd>THz</kwd>
<kwd>metasurface</kwd>
<kwd>microfluidic channel</kwd>
<kwd>refractive index sensing</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Artificial electromagnetic metasurfaces composed of various periodically arranged subwavelength&#x20;structures have recently generated great interest [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>]. Owing to the distinguished electromagnetic&#x20;response which cannot be realized by in nature materials, artificial metasurfaces offer essential information for various applications in imaging, sensing, and other fields [<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>]. With the development of terahertz (THz) spectroscopy and the micro-nanofabrication technology [<xref ref-type="bibr" rid="B9">9</xref>], THz spectroscopy technology based on metamaterials has become a potential detection method. On one hand, the resonances of the artificial electromagnetic metasurfaces whose electromagnetic response can be controlled by design [<xref ref-type="bibr" rid="B10">10</xref>] are more sensitive to the change of the dielectric environment [<xref ref-type="bibr" rid="B11">11</xref>]. On the other hand, THz spectroscopy technology has some unique advantages such as label-free, non-invasive, and non-destructive characteristics [<xref ref-type="bibr" rid="B12">12</xref>]. Therefore, THz metasurface have been utilized for chemical, biological and other sensing applications [<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>].</p>
<p>At present, considerable research efforts have been devoted to metallic metasurface based on metal structural unit cell, but the extended application of the traditional metallic metasurface is limited by the inherent losses, inflexibility, and high processing cost [<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>]. As a kind of carbon-based material [<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>], carbon nanotubes (CNTs) film has some merits, such as fast electron transfer rate, good biocompatibility, low-cost, and freely bendable flexibility [<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>]. The metamaterials based on CNTs film are also sensitive to changes in the dielectric environment because of the resonances. All these merits indicate that CNTs-based metamaterials are suitable for THz sensing applications. In addition, the spatial overlap between the analytes and the electric field can enhance the interaction between the analytes and the incident THz wave, which means that it is particularly important to locate the analytes where the concentration of electric field is the largest. Therefore, microfluidic channel maybe provide a new strategy for THz sensing applications [<xref ref-type="bibr" rid="B28">28</xref>,&#x20;<xref ref-type="bibr" rid="B29">29</xref>].</p>
<p>In this paper, we integrate the CNTs metasurface (CM) with periodic elliptical pore structure and the silicon microfluidic channel (MC) with periodic elliptic cylindrical structure at the bottom to form a composite THz metasurface (CMMC). The light-matter interaction between the THz wave and the analytes can be improved by the integration of CM and MC. The absorption spectrum of the designed CMMC is studied, and other two structures only with CM or MC are also investigated for comparison. The CMMC can achieve narrowband absorption, the absorption is nearly 71.8% at 0.96&#xa0;THz and 92.4% at 1.65&#xa0;THz, respectively. Because the resonance of the CMMC is sensitive to the changes of the dielectric environment, the refractive index (RI) sensing capabilities of the proposed CMMC are investigated in detail. The study reveals that the resonance peaks shift depends on the change of the refractive index of the analytes. Further calculation results show that the frequency and intensity of <italic>f</italic>
<sub>1</sub> decrease obviously with the increase of refractive index of the analytes. The influence of structural parameters of the CMMC on the absorption properties is also studied and the results can be used as a guideline for design. The proposed CMMC combining the advantages of CM and MC, provides another sensing strategy with tunable resonance characteristics, can be applied for biological and chemical detection [<xref ref-type="bibr" rid="B14">14</xref>,&#x20;<xref ref-type="bibr" rid="B30">30</xref>].</p>
</sec>
<sec id="s2">
<title>Structure and Design</title>
<p>As shown in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>, the proposed CMMC is integrated by CNTs metasurface and microfluidic channel. The CNTs film used in the simulation is treated as composite material, the conductivity is extracted from experimental spectra, which has been reported in our previous work [<xref ref-type="bibr" rid="B31">31</xref>]. The microfluidic channel is made of high doped N-type silicon (Si) substrate with doping concentration <italic>b</italic>&#x20;&#x3d; 2.91&#x00D7;10<sup>18</sup>&#xa0;cm<sup>&#x2212;3</sup>. A square sample pool with a periodic elliptic cylindrical structure at the bottom was etched on the high doped N-type silicon substrate. The permittivity of the highly doped silicon was descripted by using the Drude dispersion model [<xref ref-type="bibr" rid="B32">32</xref>]. It should be noted that the bottom of the sample pool is not smooth and flat, but a metasurface with periodic structure. The high doped N-type silicon metasurface which can be prepared by lithography shows advantage for simple fabrication. In our design, the square sample pool with a periodic elliptic cylindrical structure at the bottom not only supports the CM as substrate, but also improves the performance of the CMMC. The CNTs film etched&#x20;periodic elliptical pore is coated on the top of the square sample pool. After that, a microfluidic channel is formed by integrating the CNTs film metasurface and microfluidic channel. Finally, a packaging layer etched with 6&#x20;&#xd7; 6&#xa0;mm detection window is pressed on the surface of the&#x20;CM. The unit cell of the CMMC illustrated in <xref ref-type="fig" rid="F1">Figures 1B,C</xref>, it is composed of CM and MC. The values of the geometric parameters are set as follows: the repeat period is <italic>p</italic>
<sub>
<italic>x</italic>
</sub>&#x20;&#x3d; 180&#xa0;&#x3bc;m, and <italic>p</italic>
<sub>
<italic>y</italic>
</sub> &#x3d; 110&#xa0;&#x3bc;m; the thickness of CNTs film is <italic>z</italic>
<sub>1</sub> &#x3d; 5&#xa0;&#x3bc;m; the radius of the major and minor axis of the elliptical pore in the CNTs film are <italic>R</italic>
<sub>
<italic>x</italic>1</sub> &#x3d; 70&#xa0;&#xb5;m and <italic>R</italic>
<sub>
<italic>y</italic>1</sub> &#x3d; 50&#xa0;&#x3bc;m, respectively; the height of the elliptic cylinder is <italic>z</italic>
<sub>2</sub> &#x3d; 50&#xa0;&#x3bc;m; the radius of the major and minor axis of the ellipse elliptic cylinder are <italic>R</italic>
<sub>
<italic>x</italic>
</sub> &#x3d; 70&#xa0;&#xb5;m and <italic>R</italic>
<sub>
<italic>y</italic>
</sub> &#x3d; 50&#xa0;&#x3bc;m, respectively; the thickness of the silicon substrate is <italic>z</italic>&#x20;&#x3d; 350&#xa0;&#x3bc;m; the etching depth of the sample pool is <italic>t</italic>
<sub>0</sub> &#x3d; 15&#xa0;&#xb5;m. Here, the height of the microfluidic channel is determined by the etching depth of the sample&#x20;pool.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Illustration of the CMMC. <bold>(B)</bold> The unit cell geometry of the CMMC. <bold>(C)</bold> The side view of the unit cell of the CMMC. <bold>(D)</bold> The absorption spectra of the CMMC and other two structures only with CM or MC.</p>
</caption>
<graphic xlink:href="fphy-09-749501-g001.tif"/>
</fig>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Absorption Characteristics With Different Structures</title>
<p>
<xref ref-type="fig" rid="F1">Figure&#x20;1D</xref> shows the simulation absorption spectra of the designed CMMC and other two structures only with CM or MC. As shown in <xref ref-type="fig" rid="F1">Figure&#x20;1D</xref>, the CMMC exhibits two obvious resonant absorption peaks, <italic>f</italic>
<sub>1</sub> is located at 0.96&#xa0;THz with absorption of 71.8%, and the resonant peak appears at 1.65&#xa0;THz <italic>f</italic>
<sub>2</sub> with absorption of&#x20;92.4%.</p>
<p>In order to reveal the physical mechanism of the resonance, the electric field distribution of the proposed CMMC, and other two structures only with CM or MC are investigated. <xref ref-type="fig" rid="F2">Figures 2A,B</xref> show the electric field distribution of CMMC at the resonant frequency of 0.96 and 1.65&#xa0;THz. As shown in <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>, most of the field intensity is concentrated in the microfluidic channel formed by the integration of CM on the top&#x20;and MC at the bottom, which will be filled with analytes during sensing detection. It is obvious that the microfluidic channel increases the overlap of space and improves the light-matter interaction between the analytes and the incident THz&#x20;wave.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A,B)</bold> Electric field intensity distribution of the proposed CMMC at 0.96&#xa0;THz and 1.65&#xa0;THz; <bold>(C)</bold> Electric field intensity distribution of the CM at 1.64&#xa0;THz. <bold>(D,E)</bold> Electric field distribution of the MC at 0.99&#xa0;THz and 1.83&#xa0;THz.</p>
</caption>
<graphic xlink:href="fphy-09-749501-g002.tif"/>
</fig>
<p>From <xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>
<bold>,</bold> the intensity of the electric field at 1.65&#xa0;THz is focused on the surface of the CMMC and the resonance is a surface mode. The electric field intensity distribution of the CM at 1.64&#xa0;THz is shown in <xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>, the field intensity is mostly located on the surface, which is also surface mode. According to <xref ref-type="fig" rid="F2">Figure&#x20;2D,E</xref>
<bold>,</bold> the electric field intensity distributions of MC at 0.99 and 1.83&#xa0;THz are confined on the surface and the gap between adjacent elliptic cylinders along <italic>x</italic> direction. Although the electric field at 1.83&#xa0;THz is also concentrated on the surface and the gap between adjacent elliptical cylinders, which is similar to that of 0.99&#xa0;THz, but the electric field on the surface is not uniformly distributed, which is a surface mode. By comparing the electric field distribution of the three different structures, it is found that the resonant absorption peak at 0.96&#xa0;THz is related to the coupling of the modes, which increases the interaction between the incident THz wave and the analytes in the microfluidic channel.</p>
</sec>
<sec id="s3-2">
<title>Refractive Index Sensing Characteristics of the Proposed THz Metasurface</title>
<p>To study the sensing characteristics of the CMMC, we investigate the absorption spectra of CMMC with different refractive index of analytes <italic>n</italic>. The height of the microfluidic channel is fixed as 15&#xa0;&#xb5;m and the filling thickness of the analytes is <italic>t</italic>&#x20;&#x3d; 45&#xa0;&#xb5;m. The range of refractive index from 1.0 to 2.0 covers most bio and chemo specimens, such as DNA, RNA, and amino acids proteins [<xref ref-type="bibr" rid="B33">33</xref>,&#x20;<xref ref-type="bibr" rid="B34">34</xref>].</p>
<p>As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>, it is obvious that the resonant absorption peak at 0.96&#xa0;THz (<italic>f</italic>
<sub>1</sub>) is more sensitive to the change of refractive index than that at 1.64&#xa0;THz (<italic>f</italic>
<sub>2</sub>). In order to gain a further understanding of the different sensitivity of the two peaks to the change of refractive index, we investigate the resonance mechanism in-depth. As shown in <xref ref-type="fig" rid="F2">Figure&#x20;2A,B</xref>
<bold>,</bold> most of the field intensity is concentrated in the microfluidic channel which will be filled with analytes with different refractive index during sensing detection and the concentrated electric field resulting from the mode coupling of the CM and MC will improve the light-matter interaction between the analytes and the THz wave. In contrast, the electric&#x20;field at 1.65&#xa0;THz is concentrated on the surface, the resonance is an obvious surface mode. Therefore, the resonance peak is not sensitive to changes of the refractive index of the&#x20;analyte which is located in the microfluidic channel. As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>, the resonant absorption frequency decreases when the refractive index of the analytes in the microfluidic channel increase. Obvious red shift of <italic>f</italic>
<sub>1</sub> is observed, and the total shift is 254&#xa0;GHz, which indicates that any change in the liquid permittivity will cause the parallel shift of resonance frequency.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> Absorption spectra for the analytes with different refractive indices. <bold>(B)</bold> Regression curves fitted for the refractive indices increases from 1.0 to 2.0, where the filling thickness of the analytes <italic>t</italic>&#x20;&#x3d; 45&#xa0;&#xb5;m. <bold>(C)</bold> Absorption spectra of the proposed composite metasurface with different filling thickness, where the refractive index of the analytes is <italic>n</italic>&#x20;&#x3d; 1.5.</p>
</caption>
<graphic xlink:href="fphy-09-749501-g003.tif"/>
</fig>
<p>In our case, considering the height of the microfluidic channel (<italic>t</italic>&#x20;&#x3d; 15&#xa0;&#xb5;m) is far less than the repeat period (<italic>p</italic>
<sub>
<italic>x</italic>
</sub> &#x3d; 180&#xa0;&#x3bc;m, <italic>p</italic>
<sub>
<italic>y</italic>
</sub> &#x3d; 110&#xa0;&#xb5;m), the gap plasmon model can be used for explaining the physical mechanism [<xref ref-type="bibr" rid="B35">35</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>]. In such a model, the resonance at 0.96&#xa0;THz is caused by the Fabry-Perot resonances in the CNTs/analytes/Si cavity [<xref ref-type="bibr" rid="B36">36</xref>].<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mi mathvariant="bold-italic">n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3bb;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3c6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>w</italic> is the coverage width of the CM (<italic>w</italic>&#x20;&#x3d; <italic>p</italic>
<sub>
<italic>x</italic>
</sub>&#x2014;2<italic>R</italic>
<sub>
<italic>x</italic>1</sub>), <italic>n</italic> is the effective index of the gap plasmon, &#x3bb; is the resonance wavelength, <italic>&#x3c6;</italic> is reflection phase, and <italic>k</italic> is the order of resonance. In addition, according to the distribution of electric field in <xref ref-type="fig" rid="F2">Figures 2A,D</xref>, the resonance at 0.96&#xa0;THz is caused not only by the Fabry-Perot resonances in the CNTs/analytes/Si cavity, but also by the Si elliptic cylinder.</p>
<p>It is observed clearly that the resonant frequency decreases as the refractive index of the analytes in the microfluidic channel increases, and <italic>f</italic>
<sub>1</sub> is more sensitive to the change of the refractive index. As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, the frequency decreases linearly with refractive index increasing, there is a good linear relationships between the position of <italic>f</italic>
<sub>1</sub> and the refractive indices of analytes with the regression coefficients of 0.99 (the blue fitting line). The frequency sensitivity <italic>S</italic>
<sub>1</sub> of the proposed CMMC integrated CNTs film metasurface and the microfluidic channel is defined by frequency shift per refractive index unit, which can be calculated as:<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">S</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi mathvariant="italic">f</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi mathvariant="italic">n</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where, <italic>S</italic>
<sub>1</sub> is frequency sensitivity, whose unit is GHz/RIU (RIU&#x20;&#x3d; Refractive Index Unit), &#x2206;<italic>n</italic> is the change of the refractive index; &#x2206;<italic>f</italic> is the change of resonant frequency with different <italic>n</italic>. According to <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> and <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, the frequency sensitivity <italic>S</italic>
<sub>1</sub> of the CMMC which equaled to the slope of the blue line in <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, reached 254&#xa0;GHz/RIU.</p>
<p>In addition, as the refractive index of the analytes increase, the amplitude of <italic>f</italic>
<sub>1</sub> also decreases. The intensity of the resonance decreases linearly with refractive index increasing, a good linear relationship between the intensity of resonant peak and the refractive indiex of analytes with the regression coefficients of 0.99 is observed from orange fitting line of <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>. Therefore, apart from the sensitivity defined by the frequency shift, the variation of intensity &#x2206;<italic>I</italic> can also be used for refractive index sensing. The intensity sensitivity <italic>S</italic>
<sub>2</sub> of the proposed CMMC is defined dip the variation of intensity &#x2206;<italic>I</italic> per refractive index unit, which could be characterized as:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>I</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where, the unit of <italic>S</italic>
<sub>2</sub> is/RIU, &#x2206;<italic>I</italic> is the variation of the intensity of resonance absorption peak with different <italic>n</italic>. The intensity sensitivity <italic>S</italic>
<sub>2</sub> of CMMC, (i.e. the slope of the orange fitting lines in <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>), reached 314/RIU. That means that both the variation of frequency shift &#x2206;<italic>f</italic> and intensity &#x2206;<italic>I</italic> can be used for refractive index sensing. <xref ref-type="fig" rid="F3">Figure&#x20;3C</xref> shows the influence of thickness of the analytes on the absorption spectrum, assuming the RI of the analytes is 1.5. As the thickness of the analytes <italic>t</italic> increases from 5 to 65&#xa0;&#x3bc;m, both the frequency and intensity of <italic>f</italic>
<sub>1</sub> decrease, which indicates that the CMMC is also sensitive to the thickness of the analytes. Due to the increase of the filling thickness, the analytes is gradually closer to the region with the largest field intensity, and the interaction between the THz wave and analytes is further enhanced, leading to a more obvious frequency shift, which indicates that the filling thickness of the analytes has an effect on the sensing performance of the&#x20;CMMC.</p>
</sec>
<sec id="s3-3">
<title>The Influence of the Structural Parameters on Absorption Characteristics of the THz Metasurface</title>
<p>In order to guide the structural design of the CMMC, the absorption characteristics with different structural parameters are investigated. <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref> shows the influence of the period in the <italic>x</italic>-direction <italic>p</italic>
<sub>
<italic>x</italic>
</sub> on the absorption. As <italic>p</italic>
<sub>
<italic>x</italic>
</sub> increases, <italic>f</italic>
<sub>2</sub> shows an obvious red shift, while <italic>f</italic>
<sub>1</sub> has a relatively weak red shift. On the contrary, as shown in <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>, with the period in the <italic>y</italic>-direction <italic>p</italic>
<sub>
<italic>y</italic>
</sub> increasing, the resonance frequency of <italic>f</italic>
<sub>1</sub> blue shifts while the amplitude gradually decreases. However, the resonance frequency of <italic>f</italic>
<sub>2</sub> is almost unchanged, but the&#x20;amplitude is significantly reduced. It is obvious that the variations of the period in <italic>x</italic>-direction or the <italic>y</italic>-direction have different effects on the two resonance peaks, implying that the resonance mechanisms of the two peaks are different, which is consistent with the analysis of the electric field distribution in <xref ref-type="fig" rid="F2">Figures&#x20;2A,B</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> The absorption spectra of the CMMC with <italic>p</italic>
<sub>
<italic>x</italic>
</sub> increasing from 170 to 190&#xa0;&#x3bc;m, where the <italic>p</italic>
<sub>
<italic>y</italic>
</sub> is fixed at 110&#xa0;&#x3bc;m. <bold>(B)</bold> The absorption spectra of the CMMC with <italic>p</italic>
<sub>
<italic>y</italic>
</sub> increasing from 100 to 120&#xa0;&#x3bc;m, where the <italic>p</italic>
<sub>
<italic>x</italic>
</sub> is fixed at 180&#xa0;&#x3bc;m.</p>
</caption>
<graphic xlink:href="fphy-09-749501-g004.tif"/>
</fig>
<p>Due to the importance of CM in the proposed CMMC, we studied the effect of the structural parameters of CM on the absorption characteristics. As shown in <xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>, as the major axis radius of the elliptical pore on the CNTs film <italic>R</italic>
<sub>
<italic>x</italic>1</sub> increases from 10 to 80&#xa0;&#x3bc;m, the amplitude of <italic>f</italic>
<sub>1</sub> gradually increases, which is resulted from the enlarged aperture and enhanced resonance. With <italic>R</italic>
<sub>
<italic>x</italic>1</sub> increasing from 10 to 40&#xa0;&#x3bc;m, the resonance frequency of <italic>f</italic>
<sub>1</sub> decreases. However, the resonance frequency of <italic>f</italic>
<sub>1</sub> increases when <italic>R</italic>
<sub>
<italic>x</italic>1</sub> increases from 50 to 80&#xa0;&#xb5;m. The difference of the shift law might be contribute to the fact that the minor axis radius of the elliptical pore <italic>R</italic>
<sub>
<italic>y</italic>1</sub> is fixed as 50&#xa0;&#xb5;m in this case, when <italic>R</italic>
<sub>
<italic>x</italic>1</sub> is less than 50&#xa0;&#xb5;m (i.e. <italic>R</italic>
<sub>
<italic>x</italic>1</sub> &#x3c; <italic>R</italic>
<sub>
<italic>y</italic>1</sub>), it means that the major axis of the elliptical pore is along the <italic>y</italic> direction; when <italic>R</italic>
<sub>
<italic>x</italic>1</sub> is greater than 50&#xa0;&#xb5;m (i.e. <italic>R</italic>
<sub>
<italic>x</italic>1</sub> &#x3e; <italic>R</italic>
<sub>
<italic>y</italic>1</sub>), the major axis is along the <italic>x</italic> direction. Therefore, the asymmetry of the elliptical structure in the <italic>x</italic> and <italic>y</italic> directions results in the difference of shift law of the resonance frequency. <xref ref-type="fig" rid="F5">Figure&#x20;5B</xref> shows the effect of the change of <italic>R</italic>
<sub>
<italic>y</italic>1</sub> on the absorption when <italic>R</italic>
<sub>
<italic>x</italic>1</sub> is fixed at 70&#xa0;&#xb5;m (<italic>R</italic>
<sub>
<italic>x</italic>1</sub> &#x3e; <italic>R</italic>
<sub>
<italic>y</italic>1</sub>). With the increase of <italic>R</italic>
<sub>
<italic>y</italic>1</sub>, <italic>f</italic>
<sub>1</sub> has a slight red shift and the absorption intensity increases significantly. Owing to <italic>R</italic>
<sub>
<italic>x</italic>1</sub> &#x3e; <italic>R</italic>
<sub>
<italic>y</italic>1</sub>, the major axis of the ellipse is in the <italic>x</italic> direction, and there is no critical point in the variation law of frequency. In this case, the increase of <italic>R</italic>
<sub>
<italic>y</italic>1</sub> has a significant effect on the absorption intensity, indicating that the absorption intensity strongly depends on&#x20;<italic>R</italic>
<sub>
<italic>y</italic>1</sub>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> The absorption spectra with the major axis radius of the elliptical pore in the CNTs film <italic>R</italic>
<sub>
<italic>x</italic>1</sub> increasing from 10 to 70&#xa0;&#x3bc;m, where <italic>R</italic>
<sub>
<italic>y</italic>1</sub> is fixed as 50&#xa0;&#xb5;m. <bold>(B)</bold> The absorption spectra with the minor axis radius of the elliptical pore in the CNTs film <italic>R</italic>
<sub>
<italic>y</italic>1</sub> increasing from 25 to 54&#xa0;&#x3bc;m, where <italic>R</italic>
<sub>
<italic>x</italic>1</sub> is fixed as 70&#xa0;&#xb5;m. <bold>(C)</bold> The absorption spectra with different thickness of the CNTs film <italic>z</italic>
<sub>1</sub>. <bold>(D)</bold> The absorption spectra of the CMMC with the height of the microfluidic channel increasing from 10 to 20&#xa0;&#xb5;m.</p>
</caption>
<graphic xlink:href="fphy-09-749501-g005.tif"/>
</fig>
<p>The absorption spectra with different thickness of the CNTs film is shown in <xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>. As <italic>z</italic>
<sub>1</sub> increases, the intensity of <italic>f</italic>
<sub>1</sub> decreases linearly, but the position of the resonance peak is almost unchanged, which means that the shape and size of the periodic elliptical pore of the CNTs film metasurface affect the position of the peak, and the thickness of the CNTs film only affects the absorption intensity.</p>
<p>The height of the microfluidic channel of the CMMC <italic>t</italic>
<sub>0</sub> is an important parameter for sensing application, the influence of the height of the microfluidic channel on the absorption spectrum is investigated. As shown in <xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>, as <italic>t</italic>
<sub>0</sub> increasing from 10 to 20&#xa0;&#x3bc;m, <italic>f</italic>
<sub>1</sub> has a slight blue shift, but the amplitude is almost unchanged. Therefore, the integrated CMMC with different height of microfluidic channel can be designed for refractive index sensing according to practical application.</p>
<p>We also investigate the influence of the structural parameters of the microfluidic channel on the absorption. As shown in <xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>, with the major axis radius of the Si elliptic cylinder <italic>R</italic>
<sub>
<italic>x</italic>
</sub> increasing from 60 to 70&#xa0;&#x3bc;m, both the amplitude and the resonance frequency of <italic>f</italic>
<sub>1</sub> decrease. However, according to <xref ref-type="fig" rid="F6">Figure&#x20;6B</xref>, compared with <italic>R</italic>
<sub>
<italic>x</italic>
</sub>, as the minor axis radius of the Si elliptic cylinder <italic>R</italic>
<sub>
<italic>y</italic>
</sub> increases from 45 to 55&#xa0;&#x3bc;m, the changes of the amplitude and the frequency of <italic>f</italic>
<sub>1</sub> are not obvious, which results from the electric field distribution of <italic>f</italic>
<sub>1</sub>. As shown in <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>, most of the electric field of <italic>f</italic>
<sub>1</sub> is along <italic>x</italic> direction and the intensity is concentrated in the microfluidic channel formed by CM on the top and MC at the bottom. As a result, the amplitude and the frequency of <italic>f</italic>
<sub>1</sub> are not strongly dependent on <italic>R</italic>
<sub>
<italic>y</italic>
</sub>. <xref ref-type="fig" rid="F6">Figure&#x20;6C</xref> shows the absorption spectra with different height of the elliptic cylinder <italic>z</italic>
<sub>2</sub>. In particular, as <italic>z</italic>
<sub>2</sub> increases from 10 to 70&#xa0;&#x3bc;m, the resonance frequency of <italic>f</italic>
<sub>1</sub> decreases significantly, the resonant peak has a significant red shift, which imply that the position of <italic>f</italic>
<sub>1</sub> can be controlled by the height of the elliptic cylinder, which provides an idea for sensing and detection in a wider range. Doping concentration is an important parameter affecting the dielectric properties of silicon. Therefore, we investigated the influence of doping concentration on the absorption properties of the proposed CMMC. In <xref ref-type="fig" rid="F6">Figure&#x20;6D</xref>, as the doping concentration increases, the resonance absorption is significantly enhanced. As discussed above, it is worth noting that the change of structural parameters of silicon microfluidic channel has little effect on <italic>f</italic>
<sub>2</sub>, which further indicates that <italic>f</italic>
<sub>2</sub> is a surface mode mainly determined by CM. The results is agree with the electric field distribution in <xref ref-type="fig" rid="F2">Figures&#x20;2B,C</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A)</bold> The absorption spectra with the major axis radius of the Si elliptic cylinder <italic>R</italic>
<sub>
<italic>x</italic>
</sub> increasing from 60 to 70&#xa0;&#x3bc;m, where <italic>R</italic>
<sub>
<italic>y</italic>
</sub> is fixed as 50&#xa0;&#xb5;m. <bold>(B)</bold> The absorption spectra with the minor axis radius of the Si elliptic cylinder <italic>R</italic>
<sub>
<italic>y</italic>
</sub> increasing from 45 to 55&#xa0;&#x3bc;m, where <italic>R</italic>
<sub>
<italic>x</italic>
</sub> is fixed as 70&#xa0;&#xb5;m. <bold>(C)</bold> The absorption spectra with different height of the elliptic cylinder <italic>z</italic>
<sub>2</sub>. <bold>(D)</bold> The absorption spectra with different doping concentration of silicon.</p>
</caption>
<graphic xlink:href="fphy-09-749501-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>To summarize, we proposed a composite THz metasurface CMMC for sensing, which integrates the CNTs metasurface with periodic elliptical pore structure and the microfluidic channel with periodic elliptic cylindrical structure at the bottom. The properties and sensing performance of the CMMC have been investigated. The study reveals that both the resonant frequency and the intensity of <italic>f</italic>
<sub>1</sub> have a linear response with increase in refractive index of the analytes in the microfluidic channel and the sensitivities can achieve 254&#xa0;GHz/RIU and 314/RIU, respectively, which is attributed to coupling of the CM and MC and the enhanced interaction between the THz wave and the analytes. The influence of the structural parameters on the absorption characteristics illustrates that the absorption performance of the proposed CMMC can be adjusted by changing the structural parameters, which will provide a guideline for the CMMC design. The demonstrated CMMC will facilitate the realization of carbon nanotube metamaterials sensing applications, and, when combined with microfluidic channel, will provide another sensing strategy with tunable resonance characteristics, and lead to large-area THz biological and chemical sensing.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>YW conceived the idea and led the design; KZ modified the frame. ZC finished the Figure preparation, TZ and YZ collected the references. YW and XZ finished the whole manuscript writing and the manuscript modification, TZ and XZ contributed to the proofreading, and all authors listed approved it for publication.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported in part by the National Natural Science Foundational of China under Grant 61975163, and in part by the Natural Science Foundation of Shaanxi Province under Grant 2020JZ-48, and in part by the Youth Innovation Team of Shaanxi Universities under Grant 21JP084, and in part by Open Project of Key Laboratory of Engineering Dielectrics and Its Applications, Ministry of Education under Grant KEY1805.</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="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>
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