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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">877804</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2022.877804</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>Massive Parallel Sorting of Particles Using Unwound Polygonal Vortex Beams</article-title>
<alt-title alt-title-type="left-running-head">Li et al.</alt-title>
<alt-title alt-title-type="right-running-head">Sorting Using Polygonal Vortex Beams</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xiaofei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Hao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1470126/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Yuanmei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gbur</surname>
<given-names>Greg</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/126206/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cai</surname>
<given-names>Yangjian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<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/1578990/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yuan</surname>
<given-names>Yangsheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Shandong Provincial Engineering and Technical Center of Light Manipulation and Shandong Provincial Key Laboratory of Optics and Photonic Devices</institution>, <institution>School of Physics and Electronics</institution>, <institution>Shandong Normal University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Physical Science and Technology</institution>, <institution>Soochow University</institution>, <addr-line>Suzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Physics and Optical Science</institution>, <institution>The University of North Carolina at Charlotte</institution>, <addr-line>Charlotte</addr-line>, <addr-line>NC</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1668150/overview">Xiaohui Ling</ext-link>, Hengyang Normal University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1695248/overview">Zhai Yanwang</ext-link>, Tsinghua University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yangjian Cai, <email>yangjiancai@suda.edu.cn</email>; Yangsheng Yuan, <email>yysheng@sdnu.edu.cn</email>
</corresp>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1546284/overview">Shiyao Fu</ext-link>, Beijing Institute of Technology, China</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>877804</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Li, Zhang, Gao, Gbur, Cai and Yuan.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Li, Zhang, Gao, Gbur, Cai and Yuan</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>Optical sorting, as one kind of optical tweezers, is used to separate mixed particles in a background environment. This unusual tool has a wide application prospect because the non-contact and non-destructive advantages ideally suit the pressing need of bio-technology. However, most sorting methods and devices have been accomplished based on real-time one-by-one sorting, which ignored the sorting efficiency and is not applicable to high-capacity particles. Although more and more structured light beams are proposed to enhance the sorting efficiency, it is still not enough for desired applications. Here, we propose a method for the massive parallel sorting of particles: polygonal optical vortex (OV) beams are unwound by a geometric transformation to produce linear OV beams with kinked distributions. This structured light is used to greatly enhance the sorting efficiency. We adopt the fractal theory to illustrate the increase of the region over which the beam can interact with particles. We demonstrate that the gradient force of this beam is large enough to manipulate spherical particles in the Rayleigh regime of scattering. These results introduce new possibilities for high-capacity particle sorting.</p>
</abstract>
<kwd-group>
<kwd>optical vortex beam</kwd>
<kwd>high-capacity particle sorting</kwd>
<kwd>fractal theory</kwd>
<kwd>optical sorting</kwd>
<kwd>geometric transformation</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>For decades, optical tweezers have been used to sort cells in a fluid environment [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>]. Tweezers use a single focused beam to trap and manipulate high-refractive-index particles [<xref ref-type="bibr" rid="B3">3</xref>]; the technique was a natural evolution of the early work of Ashkin using dual beams for trapping [<xref ref-type="bibr" rid="B4">4</xref>]. Optical tweezers are an ideal tool for micromanipulation because they are non-contact and non-destructive; therefore, they are widely used in life sciences [<xref ref-type="bibr" rid="B5">5</xref>], biology [<xref ref-type="bibr" rid="B6">6</xref>], biophysics [<xref ref-type="bibr" rid="B7">7</xref>], and colloidal sciences [<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>].</p>
<p>In practice, many varieties of optical tweezers have been realized [<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>], such as plasmonic tweezers [<xref ref-type="bibr" rid="B10">10</xref>], non-linear tweezers [<xref ref-type="bibr" rid="B11">11</xref>], vortex tweezers [<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>], optical trap arrays [<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>], and more [<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>]. But single function tweezers designed to trap an object cannot satisfy all desired tasks [<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>], such as the transportation [<xref ref-type="bibr" rid="B12">12</xref>], micromachining [<xref ref-type="bibr" rid="B22">22</xref>], and sorting [<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>] of multiple particles.</p>
<p>Mixed particles in a background environment can be separated by optical sorting [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B29">29</xref>]. Optical sorting selects target particles from a mixed distribution of particles using their differing responses to optical forces [<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>]. Microscopic particles are sorted by an optical lattice, which has a high sorting efficiency [<xref ref-type="bibr" rid="B16">16</xref>]. Living and dead cells have been massively parallel separated by optical imaging, with live cells trapped in an optical ring [<xref ref-type="bibr" rid="B24">24</xref>]. Yeast cells of different sizes have been effectively separated and transported by dual-channel line optical tweezers [<xref ref-type="bibr" rid="B30">30</xref>]. The Junin virus particles were successfully sorted based on the light scattering parameters of fluorescent channels, which also can compare particles secreted by virus and human primary macrophages [<xref ref-type="bibr" rid="B27">27</xref>]. Nanoscale particles with sizes from 20 to 110&#xa0;nm have been separated by nanoscale deterministic lateral displacement arrays [<xref ref-type="bibr" rid="B25">25</xref>]. Soft particles can be sorted from rigid particles using a microfluidic device, which can realize real-time one-by-one sorting and a sorting purity of 88<italic>%</italic> [<xref ref-type="bibr" rid="B26">26</xref>]. Although some devices have been made that can enhance the sorting efficiency [<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>], it is often not enough for desired applications.</p>
<p>Beams with vortex structures have been shown to be quite versatile in trapping applications, both in the trapping of low-index particles [<xref ref-type="bibr" rid="B32">32</xref>] and in the rotation of particles [<xref ref-type="bibr" rid="B33">33</xref>]. Optical vortex (OV) beams have an azimuthal phase factor exp(<italic>il&#x3b8;</italic>), where <italic>&#x3b8;</italic> denotes the azimuth angle and <italic>l</italic> is an integer known as the topological charge. Traditional vortex beams are symmetric around their central axis [<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>]; modulated vortex beams with a specific polygon shape can be generated by manipulating the vortex phase function, and the utility of such beams in optical manipulation has been demonstrated experimentally [<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>]. An OV beam can be transformed into a linear intensity distribution by a geometric transformation, and this is now a standard method to spatially sort beams with different topological charges [<xref ref-type="bibr" rid="B40">40</xref>]. Laguerre&#x2013;Gaussian (LG) beams are the archetypical class of OV beams [<xref ref-type="bibr" rid="B41">41</xref>].</p>
<p>In this paper, we modulate an LG beam to obtain a linear OV beam with a kinked distribution to realize massively parallel sorting of particles. The kinked distribution increases the size of the region in which the particles interact with light, significantly improving the sorting capabilities of the system.</p>
</sec>
<sec id="s2">
<title>2 Methods</title>
<p>The field of an OV beam of radial order <italic>n</italic> and azimuthal order <italic>l</italic> in the waist plane may be written as<disp-formula id="e1">
<mml:math id="m1">
<mml:mi>U</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>A</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mi>exp</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
</mml:math>
<label>(1)</label>
</disp-formula>where (<italic>&#x3c1;</italic>, <italic>&#x3b8;</italic>) are polar coordinates, <italic>A</italic>
<sub>
<italic>nl</italic>
</sub>(<italic>&#x3c1;</italic>) represents the amplitude of the beam, and exp (<italic>il&#x3b8;</italic>) is the vortex phase term with topological charge <italic>l</italic> [<xref ref-type="bibr" rid="B41">41</xref>]. The intensity distribution is the number of circular rings equal to the order <italic>n</italic> &#x2b; 1.</p>
<p>If one replaces the vortex phase with a term exp[<italic>i&#x3d5;</italic>(<italic>&#x3b8;</italic>)], then the shape of the OV beam is determined by the function <italic>&#x3d5;</italic>(<italic>&#x3b8;</italic>) [<xref ref-type="bibr" rid="B38">38</xref>]. A polygon OV beam can be generated in the far field by manipulating the function <italic>&#x3d5;</italic>(<italic>&#x3b8;</italic>) of an LG beam with radial order <italic>n</italic> &#x3d; 0. Then, the field can be expressed as follows:<disp-formula id="e2">
<mml:math id="m2">
<mml:mi>U</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>A</mml:mi>
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<mml:mrow>
<mml:mn>0</mml:mn>
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</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
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<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
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<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:mfrac>
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</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="|" close="|">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
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<mml:mrow>
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<mml:mrow>
<mml:mn>2</mml:mn>
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<mml:mrow>
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<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
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</mml:mfenced>
<mml:mi>exp</mml:mi>
<mml:mfenced open="(" close=")">
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<mml:mi>&#x3d5;</mml:mi>
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<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>A</italic>
<sub>0</sub> is a constant and <italic>w</italic> denotes the beam width. The phase <italic>&#x3d5;</italic>(<italic>&#x3b8;</italic>) is written as<disp-formula id="e3">
<mml:math id="m3">
<mml:mi>&#x3d5;</mml:mi>
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<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mo>&#x2b;</mml:mo>
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</mml:mrow>
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<mml:mrow>
<mml:mo>&#x222b;</mml:mo>
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<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
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<mml:mi>b</mml:mi>
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</mml:math>
<label>(3)</label>
</disp-formula>with<disp-formula id="e4">
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<mml:mo>,</mml:mo>
<mml:mspace width="1em"/>
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<mml:mspace width="0.17em"/>
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<label>(4)</label>
</disp-formula>where <italic>b</italic> is a constant, <italic>R</italic>(<italic>&#x3c6;</italic>) is the mathematical expression for the side of a convex polygon, and (<italic>r</italic>
<sub>
<italic>i</italic>
</sub>, <italic>&#x3c6;</italic>
<sub>
<italic>i</italic>
</sub>) represents the polar coordinates of the vertices of the polygon. For simplicity, the starting vertex (<italic>r</italic>
<sub>1</sub>, <italic>&#x3c6;</italic>
<sub>1</sub>) is fixed at <italic>&#x3c6;</italic> &#x3d; 0. The geometric distribution of the intensity can be designed by modulating the piecewise function <italic>R</italic>(<italic>&#x3c6;</italic>).</p>
<p>By sending a polygon OV beam through the aforementioned geometric transformer, we can unwind it into a linear OV beam; the corners of the polygon are mapped into kinks in the linear beam. The transformation phase function is [<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B42">42</xref>]<disp-formula id="e5">
<mml:math id="m5">
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<mml:mrow>
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<mml:mi>y</mml:mi>
</mml:mrow>
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<mml:mn>2</mml:mn>
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<mml:msub>
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</mml:mrow>
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</mml:mrow>
<mml:mrow>
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<mml:mrow>
<mml:msup>
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<mml:mi>x</mml:mi>
</mml:mrow>
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</mml:mrow>
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</mml:msup>
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</mml:mrow>
<mml:mrow>
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</mml:mrow>
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</mml:math>
<label>(5)</label>
</disp-formula>and the output field is<disp-formula id="e6">
<mml:math id="m6">
<mml:mi>U</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:munderover>
<mml:mrow>
<mml:mo>&#x222b;</mml:mo>
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<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x221e;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:mrow>
</mml:munderover>
</mml:mrow>
<mml:munderover>
<mml:mrow>
<mml:mo>&#x222b;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x221e;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:mrow>
</mml:munderover>
<mml:mi>U</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mi>exp</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
<mml:mfenced open="(" close=")">
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<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>i</mml:mi>
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<mml:mi>&#x3c0;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mi>x</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>v</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mi>d</mml:mi>
<mml:mi>x</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>y</mml:mi>
<mml:mo>,</mml:mo>
</mml:math>
<label>(6)</label>
</disp-formula>where (<italic>x</italic>, <italic>y</italic>), (<italic>u</italic>, <italic>v</italic>) are the Cartesian coordinates in the polygon OV field and the Fourier plane, respectively. <italic>U</italic>(<italic>u</italic>, <italic>v</italic>) is the electric field of the linear OV beam with a kinked distribution, and <italic>f</italic> denotes the focal length of the lens. Here, <italic>a</italic>
<sub>1</sub> and <italic>a</italic>
<sub>2</sub> are independent constants which determine the size and the position of the transformed field. <xref ref-type="fig" rid="F1">Figure 1</xref> displays the intensity distributions of the input and linear OV beams with parameters <italic>f</italic> &#x3d; 50mm, <italic>w</italic> &#x3d; 0.1mm, <italic>l</italic> &#x3d; 25, <italic>b</italic> &#x3d; &#x2212;0.4 &#xd7; <italic>l</italic>, 2<italic>&#x3c0;a</italic>
<sub>1</sub> &#x3d; 1mm, and <italic>a</italic>
<sub>2</sub> &#x3d; 4.5&#xa0;mm.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Intensity distribution of polygon OV beams: <bold>(A)</bold> circular, <bold>(B)</bold> triangle, and <bold>(C)</bold> pentagon. <bold>(D&#x2013;F)</bold> Linear OV beams with kinked distribution corresponding to <bold>(A&#x2013;C)</bold>.</p>
</caption>
<graphic xlink:href="fphy-10-877804-g001.tif"/>
</fig>
<p>Applying <xref ref-type="disp-formula" rid="e2">Eqs 2</xref>&#x2013;<xref ref-type="disp-formula" rid="e4">4</xref>, the shapes of polygon OV beams are chosen as circular, triangular, and pentagonal (see <xref ref-type="fig" rid="F1">Figures 1A&#x2013;C</xref>); the corresponding unwound intensity distributions of the linear OV beams can be seen in <xref ref-type="fig" rid="F1">Figures 1D&#x2013;F</xref>. They all have the same extension <italic>h</italic> in the <italic>v</italic> direction. <xref ref-type="fig" rid="F1">Figure 1D</xref> is a beam without kinks; <xref ref-type="fig" rid="F1">Figure 1E</xref> and <xref ref-type="fig" rid="F1">Figure 1F</xref> are beams with the intensity distribution carrying kinks. It is obvious that the kinks are related to the shape of the polygonal OV beams. We use these beams to enhance the efficiency in particle sorting.</p>
<p>Based on the fractal theory, the kinked profile of the intensity pattern is a non-rectifiable curve [<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>]. Cut the curve into <italic>N</italic> integer segments (<italic>N</italic> &#x3e; 1), and the fractal dimension <italic>D</italic> can be expressed as <italic>D</italic> &#x3d; &#x2212; ln&#x2009;<italic>N</italic>/ln&#x2009;<italic>r</italic>(<italic>N</italic>), where <italic>r</italic>(<italic>N</italic>) is the similarity ratio [<xref ref-type="bibr" rid="B43">43</xref>]. The length of the curve for <xref ref-type="fig" rid="F1">Figure 1</xref> is defined as <italic>L</italic> &#x3d; <italic>hN</italic>
<sup>1&#x2212;1/<italic>D</italic>
</sup>. <italic>D</italic> will be more accurate with the smaller value of <italic>r</italic>(<italic>N</italic>), and the length <italic>L</italic> will be longer. In <xref ref-type="fig" rid="F1">Figures 1D&#x2013;F</xref>, the fractal dimension <italic>D</italic> is determined by the kinks (see <xref ref-type="fig" rid="F1">Figure 1E</xref> and <xref ref-type="fig" rid="F1">Figure 1F</xref>). The linear OV beam with kinked distribution satisfies <italic>D</italic> &#x3e; 1; as a result, <italic>L</italic> is larger than <italic>h</italic>. To the same extent <italic>h</italic>, the more the kinks are, the longer the <italic>L</italic> will be. Therefore, the length of the pattern in <xref ref-type="fig" rid="F1">Figure 1F</xref> is the longest compared to that in <xref ref-type="fig" rid="F1">Figure 1D</xref> and <xref ref-type="fig" rid="F1">Figure 1E</xref>.</p>
<p>Because of the kinks, the length of the intensity pattern is longer than the spatial extent <italic>h</italic> of the beam, increasing the region over which the beam can interact with particles. This enhancement can be used in particle sorting to enhance the sorting efficiency.</p>
<p>In the sorting platform, two kinds of particles with different refractive indices are mixed in a fluid environment. For example, the power <inline-formula id="inf1">
<mml:math id="m7">
<mml:msubsup>
<mml:mrow>
<mml:mi>A</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.1</mml:mn>
</mml:math>
</inline-formula> W/um<sup>2</sup> [<xref ref-type="bibr" rid="B13">13</xref>], the particles have the same sphere radius <italic>a</italic> &#x3d; 10nm, and the refractive index of fluid media is <italic>n</italic>
<sub>
<italic>m</italic>
</sub> &#x3d; 1.33 (water). The refractive indices of particles are <italic>n</italic>
<sub>
<italic>ph</italic>
</sub> &#x3d; 1.59 (red), <italic>n</italic>
<sub>
<italic>pl</italic>
</sub> &#x3d; 1 (blue), respectively. There are 180 spheres in total, and each color has 90 spheres. In <xref ref-type="fig" rid="F2">Figure 2</xref>, the sorting platform is put in the focal plane of the lens. When the beam is fixed, we move the platform, and the particles with a higher refractive index can be arranged to move with the beam stably. Thus, two kinds of particles can be sorted. <xref ref-type="fig" rid="F2">Figure 2</xref> shows how the unwound circular and polygonal OV beams are used to sort particles. In <xref ref-type="fig" rid="F2">Figure 2</xref>A, 26 red spheres are missed by the sorting process (see <xref ref-type="sec" rid="s9">Supplementary Movie S1</xref>). The sorting efficiency of this beam approaches 71.1%. In <xref ref-type="fig" rid="F2">Figure 2B</xref>, there are 10 particles left unsorted (see<xref ref-type="sec" rid="s9">Supplementary Movie S2</xref>) with an increasing efficiency of 88.9%. In <xref ref-type="fig" rid="F2">Figure 2C</xref>, all the particles are sorted successfully (see <xref ref-type="sec" rid="s9">Supplementary Movie S3</xref>). In this case, the sorting efficiency reaches 100%. From <xref ref-type="fig" rid="F2">Figure 2</xref>, one can see that the unwound polygonal OV beams sort more particles compared to the unwound circular OV beam. The sorting efficiency is increased nearly 18% (see <xref ref-type="fig" rid="F2">Figure 2A</xref> and <xref ref-type="fig" rid="F2">Figure 2B</xref>). Comparing <xref ref-type="fig" rid="F2">Figure 2B</xref> with <xref ref-type="fig" rid="F2">Figure 2C</xref>, one can see that more kinks lead the sorting efficiency rise to 100% from 88.9%. As a result, there is a higher efficiency for particle sorting when increasing the length of the linear OV beam. Therefore, this setup can realize massively parallel sorting of particles.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Particles with a higher refractive index (red spheres) and lower refractive index (blue spheres) are sorted by the optical sorting platform. A linear OV beam <bold>(A)</bold> without kinks (see <xref ref-type="sec" rid="s9">Supplementary Movie S1</xref>), <bold>(B)</bold> with kinks corresponding to a triangle (see <xref ref-type="sec" rid="s9">Supplementary Movie S2</xref>), and <bold>(C)</bold> with kinks corresponding to a pentagon (see <xref ref-type="sec" rid="s9">Supplementary Movie S3</xref>). <bold>(D)</bold> Optical lattice (see <xref ref-type="sec" rid="s9">Supplementary Movie S4</xref>).</p>
</caption>
<graphic xlink:href="fphy-10-877804-g002.tif"/>
</fig>
<p>To analyze the sorting capacity of the generated beam, we consider the force acting on the particles. The radiation force consists of the scattering force <italic>F</italic>
<sub>
<italic>scat</italic>
</sub> and the gradient force <italic>F</italic>
<sub>
<italic>grad</italic>
</sub>. According to the theory of Rayleigh scattering, when the radius of a spherical nanoparticle <italic>a</italic> &#x226a; <italic>&#x3bb;</italic>, the two kinds of forces can be calculated separately [<xref ref-type="bibr" rid="B45">45</xref>]. In order to stably manipulate particles, <italic>F</italic>
<sub>
<italic>grad</italic>
</sub> is supposed to be large enough to overcome <italic>F</italic>
<sub>
<italic>scat</italic>
</sub>. The buoyancy, gravity, and Brownian forces can be neglected by decreasing temperature and increasing light intensity [<xref ref-type="bibr" rid="B46">46</xref>]. The expressions of the gradient force <italic>F</italic>
<sub>
<italic>grad</italic>
</sub> and scatter force <italic>F</italic>
<sub>
<italic>scat</italic>
</sub> are<disp-formula id="e7">
<mml:math id="m8">
<mml:msub>
<mml:mrow>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>g</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x2207;</mml:mo>
<mml:mi>I</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mo>,</mml:mo>
<mml:mspace width="0.17em"/>
<mml:mspace width="0.17em"/>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mo>/</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
</mml:math>
<label>(7)</label>
</disp-formula>
<disp-formula id="e8">
<mml:math id="m9">
<mml:msub>
<mml:mrow>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mo>,</mml:mo>
<mml:mspace width="0.17em"/>
<mml:mspace width="0.17em"/>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>8</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mo>/</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:math>
<label>(8)</label>
</disp-formula>where <italic>I</italic> &#x3d; &#x7c;<italic>U</italic>(<italic>u</italic>, <italic>v</italic>)&#x7c;<sup>2</sup> is the intensity of the focused beam, <italic>a</italic> represents the particle size, <italic>c</italic> is the light speed, and <italic>m</italic> &#x3d; <italic>n</italic>
<sub>
<italic>p</italic>
</sub>/<italic>n</italic>
<sub>
<italic>m</italic>
</sub>, in which <italic>n</italic>
<sub>
<italic>m</italic>
</sub>, <italic>n</italic>
<sub>
<italic>p</italic>
</sub> are the refractive indices of the environment and the Rayleigh particles, respectively. We calculate the gradient force and the scatter force in the horizontal direction (<italic>v</italic> &#x3d; 0). <xref ref-type="fig" rid="F3">Figure 3</xref> shows the radiation forces of the particles in a linear OV beam without kinks (see <xref ref-type="fig" rid="F3">Figure 3A</xref>
<sub>1</sub>, <xref ref-type="fig" rid="F3">Figure 3B</xref>
<sub>1</sub>), with kinks corresponding to a triangle (see <xref ref-type="fig" rid="F3">Figure 3A</xref>
<sub>2</sub>, <xref ref-type="fig" rid="F3">Figure 3B</xref>
<sub>2</sub>) and a pentagon (see <xref ref-type="fig" rid="F3">Figure 3A</xref>
<sub>3</sub>, <xref ref-type="fig" rid="F3">Figure 3B</xref>
<sub>3</sub>). The red and blue curves represent the radiation force of particles with higher and lower refractive indices, respectively. Comparing the three cases, as the kinks increase, the maximum value of the radiation forces is slightly different. By comparing <xref ref-type="fig" rid="F3">Figure 3A</xref> with <xref ref-type="fig" rid="F3">Figure 3B</xref>, it is obvious that the gradient force <italic>F</italic>
<sub>
<italic>grad</italic>
</sub> is about 10 orders of magnitude larger than the scatter force <italic>F</italic>
<sub>
<italic>scat</italic>
</sub> in each case. From <xref ref-type="fig" rid="F3">Figure 3B</xref>, one can see that the direction of the gradient force <italic>F</italic>
<sub>
<italic>grad</italic>
</sub> of the two kinds of particles is different. The sign of the gradient force <italic>F</italic>
<sub>
<italic>grad</italic>
</sub> denotes the direction of the force. The positive <italic>F</italic>
<sub>
<italic>grad</italic>
</sub> represents that the gradient force is along the positive <italic>u</italic> direction, and the negative value represents that the force is along the negative <italic>u</italic> direction. In <xref ref-type="fig" rid="F3">Figure 3B</xref>, there is only one stable equilibrium point for the particles with high refractive index, which is marked by a solid black dot. Therefore, only the particles with a higher refractive index can be stably manipulated. This theoretical analysis demonstrates that only the particles with a higher refractive index can move with the unwound polygonal OV beam.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Radiation forces of the two kinds of particles in linear OV beams. The blue dashed lines and the red solid lines represent the particles with low and high refractive indices, respectively. (A<sub>1</sub>&#x2013;A<sub>3</sub>) Scattering force with different numbers of kinks. (B<sub>1</sub>&#x2013;B<sub>3</sub>) Gradient force with different numbers of kinks.</p>
</caption>
<graphic xlink:href="fphy-10-877804-g003.tif"/>
</fig>
<p>We give the simulation analysis of the microfluidic sorting system [16]. We use the Gaussian beam with the beam waist size <italic>w</italic> &#x3d; 0.1 mm, the power <inline-formula id="inf2">
<mml:math id="m10">
<mml:msubsup>
<mml:mrow>
<mml:mi>A</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.1</mml:mn>
</mml:math>
</inline-formula> W/um<sup>2</sup>, and the focal lens <italic>f</italic> &#x3d; 50&#xa0;mm. In the back focal plane, the Gaussian lattices with different numbers of arrays are shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. It is shown that the array is not infinite for the same beam size because the lattice structure is disappearing when the number of arrays is increasing. We analyze the radiation forces of particles with higher refractive indices in Gaussian lattices with different numbers of arrays. We define <inline-formula id="inf3">
<mml:math id="m11">
<mml:mi>m</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>g</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:math>
</inline-formula> to show the order of magnitude between the gradient force <italic>F</italic>
<sub>
<italic>grad</italic>
</sub> and the scatter force <italic>F</italic>
<sub>
<italic>scat</italic>
</sub>. According to the theory of Rayleigh scattering, the particles can be stably trapped when the gradient force <italic>F</italic>
<sub>
<italic>grad</italic>
</sub> is about one orders of magnitude larger than the scattering force <italic>F</italic>
<sub>
<italic>scat</italic>
</sub>. The optimum value of <italic>m</italic> is nearly 10. In <xref ref-type="fig" rid="F5">Figure 5</xref>, we display the order of magnitude <italic>m</italic> with different numbers of arrays. It is shown that as the number of arrays increases, the order of magnitude <italic>m</italic> is decreasing and gradually less than 1. It is demonstrated that the particles cannot be trapped when there are too much arrays in a finite space. It means the number of arrays cannot be infinitely increasing. Therefore, the sorting lattice is finite in a finite space.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Intensity distribution of the Gaussian lattice with the same beam size and different numbers of arrays. <bold>(A)</bold> 35&#xd7;35 array; <bold>(B)</bold> 45&#xd7;45 array; <bold>(C)</bold> 55&#xd7;55 array; <bold>(D)</bold> 60&#xd7;60 array.</p>
</caption>
<graphic xlink:href="fphy-10-877804-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Order of magnitude m with different numbers of Gaussian lattices <italic>n</italic>.</p>
</caption>
<graphic xlink:href="fphy-10-877804-g005.tif"/>
</fig>
<p>From the above analysis, it is obvious that the space interval of the adjacent array needs to be sufficient to stably trap particles. Therefore, we simulate the Gaussian lattice with different arrays when the order of magnitude m is about 10 (see <xref ref-type="fig" rid="F6">Figure 6</xref>). One can see that the beam size increases with the increasing number of arrays. In Ref. [<xref ref-type="bibr" rid="B16">16</xref>], the sorting path of particles combines the length of the sorting platform and the beam size. Therefore, the beam size plays an important role in sorting time. The larger the beam size, the more the sorting time. In <xref ref-type="fig" rid="F7">Figure 7</xref>, we display the sorting time in an optical lattice with different numbers of arrays when the speed is 2&#xa0;mm/s and the length of the platform is 5&#xa0;mm. It is obvious that more arrays bring more sorting time. In contrast, in our strategy, the sorting path is just the length of the sorting platform. Thus, we added the blue dashed line to represent the sorting time in our strategy. It is obvious that our strategy can save sorting time of particles. In <xref ref-type="sec" rid="s9">Supplementary Movie S4</xref>, it can be seen that the sorting efficiency of the lattice is much less than that of the unwound OV beams (see <xref ref-type="fig" rid="F2">Figure 2D</xref>). In other words, we can sort more particles in the same time than the strategy proposed by M. P. MacDonald.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Intensity distribution of the Gaussian lattice with different numbers of arrays. <bold>(A)</bold> 35&#xd7;35 array; <bold>(B)</bold> 45&#xd7;45 array; <bold>(C)</bold> 55&#xd7;55 array; <bold>(D)</bold> 60&#xd7;60 array.</p>
</caption>
<graphic xlink:href="fphy-10-877804-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Sorting time (s) in the optical lattice with different numbers of arrays <italic>n</italic>.</p>
</caption>
<graphic xlink:href="fphy-10-877804-g007.tif"/>
</fig>
</sec>
<sec id="s3">
<title>3 Conclusion</title>
<p>In conclusion, through the use of unwound polygonal OV beams, we propose a new method for massively parallel sorting. Such unwound polygonal OV beams can be generated by a geometric transformation. The sorting area is greatly enlarged, and the sorting efficiency is enhanced by increasing the region in which the light and particles interact. Our results are of significant interest to researchers engaged in high-capacity particle sorting in many disciplines, such as biomedical science and colloid physics.</p>
</sec>
</body>
<back>
<sec id="s4">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s9">Supplementary Material</xref>, and further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s5">
<title>Author Contributions</title>
<p>YC and YY conceptualized the idea and designed the methodology. XL carried out the methodology and wrote the original draft. XL, HZ, and YG were involved in the formal analysis. GG, YC, and YY polished the manuscript. All authors read and approved the final manuscript.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This work was supported by the National Key Research and Development Program of China (2019YFA0705000), National Natural Science Foundation of China (NSFC) (Nos. 91750201, 12192254, 11974219, 11974218, 12174227, 91950104), Innovation Group of Jinan (2018GXRC010), Natural Science Foundation of Shandong Provincial (ZR2019MA028), and Local Science and Technology Development Project of the Central Government (YDZX20203700001766).</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<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="s8">
<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="s9">
<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.2022.877804/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphy.2022.877804/full&#x23;supplementary-material</ext-link>
</p>
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