<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<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">1021192</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2022.1021192</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>Valley and spin quantum Hall conductance of silicene coupled to a ferroelectric layer</article-title>
<alt-title alt-title-type="left-running-head">Rafi-Ul-Islam et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphy.2022.1021192">10.3389/fphy.2022.1021192</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Rafi-Ul-Islam</surname>
<given-names>S. M.</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/1962888/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Siu</surname>
<given-names>Zhuo Bin</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/1995151/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sahin</surname>
<given-names>Haydar</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>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jalil</surname>
<given-names>Mansoor B. A.</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/2054012/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Electrical and Computer Engineering</institution>, <institution>National University of Singapore</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of High Performance Computing</institution>, <institution>A&#x2a;STAR</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</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/96068/overview">Atsufumi Hirohata</ext-link>, University of York, United Kingdom</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/1059722/overview">Farhad Sattari</ext-link>, University of Mohaghegh Ardabili, Iran</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1974356/overview">Yun-Lei Sun</ext-link>, Zhejiang University City College, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: S. M. Rafi-Ul-Islam, <email>e0021595@u.nus.edu</email>; Zhuo Bin Siu, <email>elesiuz@nus.edu.sg</email>; Haydar Sahin, <email>sahinhaydar@u.nus.edu</email>; Mansoor B. A. Jalil, <email>elembaj@nus.edu.sg</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Condensed Matter Physics, a section of the journal Frontiers in Physics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1021192</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>08</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Rafi-Ul-Islam, Siu, Sahin and Jalil.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Rafi-Ul-Islam, Siu, Sahin and Jalil.</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>We study the quantum valley and Hall conductances in silicene coupled to a ferroelectric (FE) layer. The spin orbit interaction in silicene couples the valley, pseudospin, and real spin degrees of freedom resulting in a topological Berry curvature in the system. The finite Berry curvature in turn induces a transverse Hall conductance. In particular, if the Fermi level <italic>E</italic>
<sub>
<italic>f</italic>
</sub> is within the bulk energy gap, the Hall conductance is quantized to integer multiples of <italic>&#x3c0;</italic>. We study the quantum spin and valley Hall conductivities (QSH and QVH) as functions of the applied out-of-plane electric field for different values of <italic>E</italic>
<sub>
<italic>f</italic>
</sub> and temperature. Both conductivities vary linearly as 1/&#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x7c; when <italic>E</italic>
<sub>
<italic>f</italic>
</sub> is within the conduction or valence bands but reach a quantized plateau value when <italic>E</italic>
<sub>
<italic>f</italic>
</sub> is within the bulk gap. Further, by coupling silicene to a FE layer, the QSH and QVH signals can be modulated by means of the coupling strength. This can potentially provide a robust topological memory read-out with distinct binary outputs over a wide temperature range.</p>
</abstract>
<kwd-group>
<kwd>Hall conductance</kwd>
<kwd>spin Hall effect (SHE)</kwd>
<kwd>valley Hall effect</kwd>
<kwd>topological insulator (TI)</kwd>
<kwd>spintronics memories and circuits</kwd>
<kwd>silicene</kwd>
</kwd-group>
<contract-sponsor id="cn001">Ministry of Education&#x2014;Singapore<named-content content-type="fundref-id">10.13039/501100001459</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National University of Singapore<named-content content-type="fundref-id">10.13039/501100001352</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Silicene is the silicon counterpart of graphene [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>]. It consists of a monolayer of silicon atoms arranged in a honeycomb lattice with a low-buckled structure that can be described by the Dirac Hamiltonian in pseudospin space [<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>]. Because of its novel electronic properties such as a Dirac cone structure in its low-energy spectrum and the quantum spin and valley Hall effects [<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>], silicene has recently attracted much attention in condensed matter physics, not only for its fundamental scientific significance but also because of its potential applications in semiconductor spintronics [<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>] and valleytronics [<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>].</p>
<p>Compared to graphene, silicene has a much larger spin-orbit coupling strength and a buckled structure. These induce significant coupling between three spin-like degrees of freedom comprising the real, pseudo, and valley spins [<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>], the interplay of which leads to a rich transport behaviour [<xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>]. The strong intrinsic spin-orbit coupling (SOC) in silicene can open a considerable bulk band gap at the Dirac points. Silicene is therefore a good candidate material for investigating the quantum spin Hall state [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B28">28</xref>]. The coupling of the spin degrees with momentum (<italic>k</italic>) leads to a finite topological Berry curvature or Chern number [<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B31">31</xref>] and therefore, a finite Hall conductivity. This results in a robust topological transport that has been observed in, for example, topological insulators [<xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>], skyrmions [<xref ref-type="bibr" rid="B35">35</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>], and Weyl/Dirac semimetals [<xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B45">45</xref>]. In particular, because spin and valley Hall currents can coexist and flow without dissipation in silicene [<xref ref-type="bibr" rid="B46">46</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>], it is possible to design devices with low power consumption.</p>
<p>In this work, we show how the quantum valley and spin Hall effects can be obtained and modulated in silicene by exploiting the interplay between the Rashba SOC and coupling to a ferroelectric layer (see <xref ref-type="fig" rid="F1">Figure 1</xref>). We study how the Hall conductivities vary with the out-of-plane electric field, temperature, and Fermi energy. We show that a large band gap opening can be induced in the silicene system by varying the out-of-field electric field <italic>E</italic>
<sub>
<italic>z</italic>
</sub> to modulate the spin/valley Hall conductivities. Moreover, a sharp step-like change occurs in the valley (spin) Hall conductivities when the magnitude of the out-of-plane electric field exceeds (falls below) the Rashba SOC strength. The QSH, QVH, and quantum phase transitions are manifested by the relative strength of the applied electric field with respect to the SOC strength. This may potentially be utilized in a topological memory device to provide a robust read-out with distinct binary outputs that are insensitive to variations in the temperature and FE texture and other imperfections.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic of the system consisting of a silicene layer coupled to a ferroelectric underlayer.</p>
</caption>
<graphic xlink:href="fphy-10-1021192-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>2 Silicene-ferroelectric system</title>
<p>The low-energy Hamiltonian [<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B24">24</xref>] for silicene coupled to a ferroelectric (FE) layer is given by<disp-formula id="e1">
<mml:math id="m1">
<mml:mi>H</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:math>
<label>(1)</label>
</disp-formula>where the <italic>&#x3c3;</italic>
<sub>
<italic>i</italic>
</sub>s refer to pseudospin, and <italic>&#x3b7;</italic> &#x3d; &#xb1;1 and <italic>s</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; &#xb1;1 are the valley and spin <italic>z</italic> indices, respectively. &#x394; is the <italic>k</italic>-independent effective SOC strength, and <italic>lE</italic>
<sub>
<italic>Z</italic>
</sub> the energy difference between the <italic>A</italic> and <italic>B</italic> sublattice sites under substrate effects or an applied out-of-plane electric field <italic>E</italic>
<sub>
<italic>z</italic>
</sub> [<xref ref-type="bibr" rid="B49">49</xref>] caused by the lattice buckling. The Hamiltonian can be written an effective field in pseudospin space as <italic>H</italic> &#x3d; <bold>
<italic>&#x3c3;</italic>
</bold> &#x22c5;<bold>
<italic>b</italic>
</bold> (<italic>&#x3b7;</italic>, <italic>s</italic>
<sub>
<italic>z</italic>
</sub>) where the effective field is <bold>
<italic>b</italic>
</bold> (<italic>&#x3b7;</italic>, <italic>s</italic>
<sub>
<italic>z</italic>
</sub>) &#x3d; (<italic>&#x210f;v</italic>
<sub>
<italic>f</italic>
</sub>
<italic>k</italic>
<sub>
<italic>x</italic>
</sub>, &#x2212; <italic>&#x3b7;</italic>
<sub>
<italic>y</italic>
</sub>
<italic>&#x210f;v</italic>
<sub>
<italic>f</italic>
</sub>
<italic>k</italic>
<sub>
<italic>y</italic>
</sub>, &#x2212; <italic>&#x3b7;s</italic>
<sub>
<italic>z</italic>
</sub>&#x394; &#x2b; <italic>lE</italic>
<sub>
<italic>z</italic>
</sub>). The energy eigenvalues are then given by<disp-formula id="e2">
<mml:math id="m2">
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xb1;</mml:mo>
<mml:mi>b</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xb1;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:math>
<label>(2)</label>
</disp-formula>where <inline-formula id="inf1">
<mml:math id="m3">
<mml:mi>k</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> and the corresponding eigenstates by<disp-formula id="e3">
<mml:math id="m4">
<mml:mo stretchy="false">&#x7c;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">&#x232a;</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mtable class="matrix">
<mml:mtr>
<mml:mtd columnalign="center">
<mml:mi>cos</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>&#x3d5;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:msup>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd columnalign="center">
<mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m5">
<mml:mo stretchy="false">&#x7c;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">&#x232a;</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mtable class="matrix">
<mml:mtr>
<mml:mtd columnalign="center">
<mml:mi>sin</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>&#x3d5;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:msup>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd columnalign="center">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(4)</label>
</disp-formula>where <inline-formula id="inf2">
<mml:math id="m6">
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>tan</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf3">
<mml:math id="m7">
<mml:mi>&#x3d5;</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>tan</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>Because <italic>&#x3b7;</italic> and <italic>s</italic>
<sub>
<italic>z</italic>
</sub> in <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> can independently take the values of &#xb1; 1 and <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> is a two-by-two matrix, we introduce the collective index <italic>n</italic> &#x3d; (<italic>&#x3bb;</italic>, <italic>&#x3b7;</italic>, <italic>s</italic>
<sub>
<italic>z</italic>
</sub>) for convenience to label the eight bands of the system where <italic>&#x3bb;</italic> &#x3d; &#xb1;1 denotes whether the band is a valence (<italic>&#x3bb;</italic> &#x3d; 1 with eigenenergy <italic>E</italic>
<sup>&#x2b;</sup>) or conduction (<italic>&#x3bb;</italic> &#x3d; &#x2212;1 with eigenergy <italic>E</italic>
<sup>&#x2212;</sup>) band. There are therefore four bands at each of the two valleys.</p>
<p>Here, we treat &#x394; as a fixed material parameter with the value of 3.9&#xa0;meV [<xref ref-type="bibr" rid="B50">50</xref>] and assume that <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> is a freely adjustable parameter, which can be varied in an experiment by varying the substrate material or applying a gate voltage [<xref ref-type="bibr" rid="B49">49</xref>]. It is instructive to examine how the energy distributions of the four bands change with the variation of <italic>lE</italic>
<sub>
<italic>z</italic>
</sub>. As we shall show later, the sign of the Hall conductivity of a completely filled valence band is opposite that of the <italic>&#x3c3;</italic>
<sub>
<italic>z</italic>
</sub> expectation of the states in the band. <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> therefore implies that the sign of the Hall conductivity of the completely filled valence band is given by that of <italic>&#x3b7;</italic>(<italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x2212; <italic>&#x3b7;s</italic>
<sub>
<italic>z</italic>
</sub>&#x394;). Depending on the relative magnitudes of <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> and &#x394;, the sign of (<italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x2212; <italic>&#x3b7;s</italic>
<sub>
<italic>z</italic>
</sub>&#x394;) follows that of <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> for the two valence bands corresponding to the two values of &#xb1; 1 for <italic>s</italic>
<sub>
<italic>z</italic>
</sub> in each of the two valleys if &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3e; &#x7c;&#x394;&#x7c;, and has opposite signs in the two valleys for the same value of <italic>s</italic>
<sub>
<italic>z</italic>
</sub> if &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3c; &#x7c;&#x394;&#x7c;. The change in the relative signs of (<italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x2212; <italic>&#x3b7;s</italic>
<sub>
<italic>z</italic>
</sub>&#x394;) between the two spin polarizations in a given valley at the critical value of <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; &#xb1;&#x394; changes whether the Hall conductivities of the four valence bands in the two valleys add up constructively or cancel out in the calculation of the Hall and valley conductivities. Moreover, <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> implies that the band gap between the conduction and valence bands is 2&#x2016;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x2212; &#x7c;&#x394;&#x2016;, and that the size of the band gap can be changed by modulating the value of <italic>E</italic>
<sub>
<italic>z</italic>
</sub>. The critical value of <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; &#xb1;&#x394; at which the band gap vanishes corresponds to a topological phase transition.</p>
<p>The energy dispersion relation is plotted as a function of <italic>&#x210f;v</italic>
<sub>
<italic>f</italic>
</sub>
<italic>k</italic>
<sub>
<italic>x</italic>
</sub> in <xref ref-type="fig" rid="F2">Figure 2</xref>. The eigenenergies of the bands in one valley with a given value of <italic>s</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; &#xb1;1 have the same values as those of the corresponding bands in the other valley with the opposite value of <italic>s</italic>
<sub>
<italic>z</italic>
</sub>. As mentioned earlier, when &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3c; &#x7c;&#x394;&#x7c; (<xref ref-type="fig" rid="F2">Figure 2A</xref>), the two valence band states within the same valley have opposite signs of &#x27e8;<italic>&#x3c3;</italic>
<sub>
<italic>z</italic>
</sub>&#x27e9; (<xref ref-type="fig" rid="F2">Figure 2A</xref>) and when &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3e; &#x7c;&#x394;&#x7c;, the band gap reopens, but the two valence states in each valley would now have the same sign of &#x27e8;<italic>&#x3c3;</italic>
<sub>
<italic>z</italic>
</sub>&#x27e9; (<xref ref-type="fig" rid="F2">Figure 2B</xref>). The system becomes an insulator if the Fermi energy is located within the gap [<xref ref-type="bibr" rid="B8">8</xref>].</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<italic>K</italic> and <italic>K</italic>&#x2032; valley dispersion relations of silicene coupled with a ferroelectric layer with <italic>&#x210f;v</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 300 meVnm<sup>&#x2212;1</sup>, &#x394; &#x3d; 3.9 meV, and <bold>(A)</bold> <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; 2&#xa0;meV, and <bold>(B)</bold> <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; 6&#xa0;meV. The thicker lines indicate the bands with positive values of &#x27e8;<italic>&#x3c3;</italic>
<sub>
<italic>z</italic>
</sub>&#x27e9;.</p>
</caption>
<graphic xlink:href="fphy-10-1021192-g002.tif"/>
</fig>
</sec>
<sec id="s3">
<title>3 Berry curvature and quantum Hall conductivity</title>
<p>The coupling of the silicene monolayer to the FE layer breaks the time-reversal symmetry of the system (as evident from the <italic>lE</italic>
<sub>
<italic>z</italic>
</sub>
<italic>&#x3c3;</italic>
<sub>
<italic>z</italic>
</sub> term in <xref ref-type="disp-formula" rid="e1">Eq. 1</xref>, which flips sign under time reversal), and results in a finite Berry curvature &#x3a9;<sub>
<italic>n</italic>
</sub>(<italic>k</italic>), which is defined as<disp-formula id="e5">
<mml:math id="m8">
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mo stretchy="false">&#x2329;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo stretchy="false">&#x7c;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo stretchy="false">&#x232a;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mo stretchy="false">&#x2329;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo stretchy="false">&#x7c;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo stretchy="false">&#x232a;</mml:mo>
</mml:mrow>
</mml:mfenced>
<mml:mo>.</mml:mo>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>For a two-by-two Hamiltonian with the form of <italic>H</italic> &#x3d; <bold>
<italic>b</italic>
</bold> &#x22c5;<bold>
<italic>&#x3c3;</italic>
</bold>, &#x3a9;<sub>
<italic>n</italic>
</sub> can be calculated using<disp-formula id="e6">
<mml:math id="m9">
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3bb;</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mi>b</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">b</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="bold-italic">b</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="bold-italic">b</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mfenced>
</mml:math>
<label>(6)</label>
</disp-formula>and is explicitly given by<disp-formula id="e7">
<mml:math id="m10">
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:math>
<label>(7)</label>
</disp-formula>which, as mentioned earlier, is proportional to <italic>&#x3bb;</italic>&#x27e8;<bold>
<italic>k</italic>
</bold>; <italic>&#x3bb;</italic>, <italic>&#x3b7;</italic>, <italic>s</italic>
<sub>
<italic>z</italic>
</sub>&#x7c;<italic>&#x3c3;</italic>
<sub>
<italic>z</italic>
</sub>&#x7c;<bold>
<italic>k</italic>
</bold>; <italic>&#x3bb;</italic>, <italic>&#x3b7;</italic>, <italic>s</italic>
<sub>
<italic>z</italic>
</sub>&#x27e9;. Sundaram et al. [<xref ref-type="bibr" rid="B51">51</xref>] showed that when an electric field is applied in the <italic>x</italic> direction, the Berry curvature gives rise to an anomalous velocity in the <italic>y</italic> direction perpendicular to the applied electric field <inline-formula id="inf4">
<mml:math id="m11">
<mml:msubsup>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:math>
</inline-formula>. This anomalous velocity gives rise to a Hall conductivity<disp-formula id="e8">
<mml:math id="m12">
<mml:mtable class="align" columnalign="left">
<mml:mtr>
<mml:mtd columnalign="right">
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:munder>
<mml:mrow>
<mml:mo>&#x2211;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
</mml:mrow>
</mml:munder>
<mml:mi mathvariant="italic">&#x222b;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mi>f</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd columnalign="right"/>
<mml:mtd columnalign="left">
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x222b;</mml:mo>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>f</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mo>,</mml:mo>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:math>
<label>(8)</label>
</disp-formula>where <italic>f</italic>(<italic>E</italic>) is the Fermi-Dirac distribution <italic>f</italic>(<italic>E</italic>) &#x3d; 1/(1 &#x2b; exp ((<italic>E</italic> &#x2212; <italic>E</italic>
<sub>
<italic>f</italic>
</sub>)/<italic>k</italic>
<sub>
<italic>B</italic>
</sub>
<italic>T</italic>)), and <inline-formula id="inf5">
<mml:math id="m13">
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:math>
</inline-formula> is half the quantum conductance.</p>
<p>We then define the spin and valley Hall conductivities <inline-formula id="inf6">
<mml:math id="m14">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>Spin</mml:mtext>
</mml:mrow>
</mml:msubsup>
</mml:math>
</inline-formula> and <inline-formula id="inf7">
<mml:math id="m15">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>Val</mml:mtext>
</mml:mrow>
</mml:msubsup>
</mml:math>
</inline-formula> as<disp-formula id="e9">
<mml:math id="m16">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>Spin</mml:mtext>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1,1</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1,1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
</mml:math>
<label>(9)</label>
</disp-formula>
<disp-formula id="e10">
<mml:math id="m17">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>Val</mml:mtext>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1,1</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1,1</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>.</mml:mo>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>For convenience, we define<disp-formula id="e11">
<mml:math id="m18">
<mml:mi>I</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2261;</mml:mo>
<mml:mo>&#x222b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:math>
<label>(11)</label>
</disp-formula>
<disp-formula id="e12">
<mml:math id="m19">
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x222b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi>k</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi>k</mml:mi>
</mml:math>
<label>(12)</label>
</disp-formula>
<disp-formula id="e13">
<mml:math id="m20">
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi>&#x3bb;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:math>
<label>(13)</label>
</disp-formula>
</p>
<p>We first consider the scenario where <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0, i.e., the Fermi level lies within the bulk band gap. In this case, <inline-formula id="inf8">
<mml:math id="m21">
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msub>
</mml:mrow>
<mml:msub>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:math>
</inline-formula> for all combinations of <italic>&#x3b7;</italic> and <italic>s</italic>
<sub>
<italic>z</italic>
</sub>, and <inline-formula id="inf9">
<mml:math id="m22">
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mo>&#x002B;</mml:mo>
</mml:msub>
</mml:mrow>
<mml:msub>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:math>
</inline-formula>. Noting that<disp-formula id="e14">
<mml:math id="m23">
<mml:mi>I</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x221e;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:math>
<label>(14)</label>
</disp-formula>
<disp-formula id="e15">
<mml:math id="m24">
<mml:mi>I</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi>sgn</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
</mml:math>
<label>(15)</label>
</disp-formula>
</p>
<p>We have<disp-formula id="e16">
<mml:math id="m25">
<mml:mtable class="align" columnalign="left">
<mml:mtr>
<mml:mtd columnalign="right">
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mo>&#x3d;</mml:mo>
<mml:mi>I</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x221e;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>I</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd columnalign="right"/>
<mml:mtd columnalign="left">
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi>sgn</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>.</mml:mo>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:math>
<label>(16)</label>
</disp-formula>
</p>
<p>Here, we note from <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> that sgn (<italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x2212; <italic>s</italic>
<sub>
<italic>z</italic>
</sub>&#x394;<italic>&#x3b7;</italic>) &#x3d; &#x2212; sgn&#x2009;&#x27e8;<italic>&#x3c3;</italic>
<sub>
<italic>z</italic>
</sub>&#x27e9; for a valence band, as mentioned earlier.</p>
<p>We thus obtain<disp-formula id="e17">
<mml:math id="m26">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>Spin</mml:mtext>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>sgn</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>sgn</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
</mml:math>
<label>(17)</label>
</disp-formula>
<disp-formula id="e18">
<mml:math id="m27">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>Val</mml:mtext>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>sgn</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>sgn</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>.</mml:mo>
</mml:math>
<label>(18)</label>
</disp-formula>
</p>
<p>One consequence of <xref ref-type="disp-formula" rid="e16">Eq. 16</xref> is that when &#x7c;&#x394;&#x7c; &#x3e; &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; in the quantum spin Hall effect (QSHE) regime, the Berry curvatures for the spin up states (<italic>s</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; 1) in the two valleys have the same sign, and this is opposite to that of their respective spin down (<italic>s</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; &#x2212;1) states. This results in the spin up and spin down states being driven along opposite directions perpendicular to the applied electric field by their anomalous velocity [<xref ref-type="bibr" rid="B52">52</xref>], giving rise to a spin Hall current (<xref ref-type="disp-formula" rid="e17">Eq. 17</xref>). In contrast, when &#x7c;&#x394;&#x7c; &#x3c; &#x7c;<italic>E</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; in the quantum valley Hall effect (QVHE) regime, the states in the two spin polarizations in each of the two valleys are driven along the same direction opposite that of the other valley, giving rise to a valley Hall current (<xref ref-type="disp-formula" rid="e18">Eq. 18</xref>). Experimentally, the spin and valley Hall currents may be detectable using electrical means with Hall bar geometries, which has been achieved for superlattices of the related two-dimensional material graphene [<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>]. Special precautions may need to be taken to protect the silicene sample from exposure to air in the experiment [<xref ref-type="bibr" rid="B55">55</xref>]. The results of <xref ref-type="disp-formula" rid="e17">Eqs. 17</xref>, <xref ref-type="disp-formula" rid="e18">18</xref> at <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0&#xa0;meV are summarized in the <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x2212; &#x394; phase diagram in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x2212; &#x394; phase diagram at <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0.</p>
</caption>
<graphic xlink:href="fphy-10-1021192-g003.tif"/>
</fig>
<p>We next consider a finite value of the Fermi energy. In an experiment, the Fermi energy can be set through applying gate voltages [<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>] or by doping [<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B58">58</xref>]. Owing to the anti-symmetries of the Berry curvature about <italic>E</italic> &#x3d; 0 as a result of the factor of <italic>&#x3bb;</italic> in <xref ref-type="disp-formula" rid="e7">Eq. 7</xref> and the relation <italic>f</italic> (<italic>E</italic> &#x2212; <italic>E</italic>
<sub>
<italic>f</italic>
</sub>) &#x3d; 1 &#x2212; <italic>f</italic> (<italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x2212; <italic>E</italic>) obeyed by the Fermi-Dirac distribution (<xref ref-type="fig" rid="F4">Figure 4</xref>), the Hall conductivities at <italic>E</italic> &#x3d; &#xb1;<italic>E</italic>
<sub>
<italic>f</italic>
</sub> are equal to each other. Using this equality and evaluating <xref ref-type="disp-formula" rid="e8">Eq. 8</xref> for a finite <italic>E</italic>
<sub>
<italic>F</italic>
</sub> at zero temperature, we have<disp-formula id="e19">
<mml:math id="m28">
<mml:mi>&#x3c3;</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:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x7c;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">&#x7c;</mml:mo>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:math>
<label>(19)</label>
</disp-formula>regardless of whether <italic>E</italic>
<sub>
<italic>f</italic>
</sub> is positive or negative. Note that this expression is consistent with <xref ref-type="disp-formula" rid="e16">Eq. 16</xref> because &#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x7c; &#x3d; &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x2212; <italic>s</italic>
<sub>
<italic>z</italic>
</sub>&#x394;<italic>&#x3b7;</italic>&#x7c; at the minimum of the (<italic>&#x3bb;</italic> &#x3d; &#x2b;1, <italic>&#x3b7;</italic>, <italic>s</italic>
<sub>
<italic>z</italic>
</sub>) band and the maximum of the (<italic>&#x3bb;</italic> &#x3d; &#x2212;1, <italic>&#x3b7;</italic>, <italic>s</italic>
<sub>
<italic>z</italic>
</sub>) band. The corresponding spin and valley conductivities when <italic>E</italic>
<sub>
<italic>f</italic>
</sub> is positive and lies above the minima of all the <italic>&#x3bb;</italic> &#x3d; &#x2b;1 bands, or when <italic>E</italic>
<sub>
<italic>f</italic>
</sub> is negative and lies below the band maxima of all the <italic>&#x3bb;</italic> &#x3d; &#x2212;1 bands, is then given by<disp-formula id="e20">
<mml:math id="m29">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>Spin</mml:mtext>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x7c;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">&#x7c;</mml:mo>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:math>
<label>(20)</label>
</disp-formula>
<disp-formula id="e21">
<mml:math id="m30">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>Val</mml:mtext>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x7c;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">&#x7c;</mml:mo>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:math>
<label>(21)</label>
</disp-formula>
</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> The Fermi-Dirac distribution <italic>f</italic>(<italic>E</italic>) at <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0&#xa0;meV and <italic>T</italic> &#x3d; 1&#xa0;K (solid line) and <italic>T</italic> &#x3d; 10&#xa0;K (dotted line), and a representative Berry curvature profile. <bold>(B,C)</bold>. The spin and valley Hall conductivities at <italic>T</italic> &#x3d; 1&#xa0;K (solid lines) and <italic>T</italic> &#x3d; 10&#xa0;K (dotted lines) at <bold>(B)</bold>. <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0&#xa0;meV, <bold>(C)</bold>. <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 2&#xa0;meV, and <bold>(D)</bold>. <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 8&#xa0;meV. The values of <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> at which qualitative changes occur in the Hall conductivities as discussed in the text are marked out.</p>
</caption>
<graphic xlink:href="fphy-10-1021192-g004.tif"/>
</fig>
<p>Notice that because &#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x7c; assumes its minimum value at the band minima or maxima, the spin and valley Hall conductivities assume their largest values when <italic>E</italic>
<sub>
<italic>f</italic>
</sub> is located within the band gap. This is because when <italic>E</italic>
<sub>
<italic>f</italic>
</sub> lies within the band gap, the valence band will be completely filled and thus all the valence band states will contribute. Because all of these contributions have the same sign, they sum up cumulatively. However, when <italic>E</italic>
<sub>
<italic>f</italic>
</sub> increases above the band minima of the conduction bands, there will be contributions from some of the conduction band states, which lie below <italic>E</italic>
<sub>
<italic>f</italic>
</sub>. These contributions have opposite signs from those of the valence bands and thus cancel the contributions from those valence band states, resulting in a lowering of the spin and valley condutivities.</p>
<p>We now investigate the effects of a finite temperature. <xref ref-type="fig" rid="F4">Figures 4B,C</xref> show the spin and valley Hall conductivities at 1&#xa0;K and 10&#xa0;K at <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0&#xa0;meV and <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 8&#xa0;meV, respectively. At the lower temperature of 1&#xa0;K, the Fermi-Dirac distribution does not deviate very much from the step function profile at 0&#xa0;K. The step-like switchover between the quantum valley Hall and qunatum spin Hall regimes at <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; &#xb1;&#x394; with the variation of <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> at <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0&#xa0;meV implied by <xref ref-type="disp-formula" rid="e17">Eqs. 17</xref>, <xref ref-type="disp-formula" rid="e18">18</xref>, and <xref ref-type="fig" rid="F3">Figure 3</xref> is evident in the 1&#xa0;K curves in <xref ref-type="fig" rid="F4">Figure 4B</xref>. The changes in the Hall conductivities are slightly rounded at <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; &#xb1;&#x394; because of the finite slope of the Fermi-Dirac distribution with respect to <italic>E</italic>
<sub>
<italic>f</italic>
</sub> at a finite temperature. In comparison, the variation of the Hall conductivities with <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> are smoother at 10&#xa0;K because of the larger thermal broadening. In addition, the magnitudes of the peak Hall conductivities tends to be smaller because some of the valence band states near the band maxima are unoccupied and do not contribute, while some of the conduction band states near the band minima are occupied, and contribute with an opposite sign.</p>
<p>We next consider the case where <italic>E</italic>
<sub>
<italic>f</italic>
</sub> has a finite positive value of 2&#xa0;meV (<xref ref-type="fig" rid="F4">Figure 4C</xref>), which is smaller than &#x394;. In contrast to the <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0&#xa0;meV scenario considered above where the Fermi energy is always within the bulk gap between the conduction and valence bands except at <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x3d; &#xb1;&#x394;, the location of <italic>E</italic>
<sub>
<italic>f</italic>
</sub> relative to the band minima and maxima of the conduction and valence bands now varies with <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> because the band gap is dependent on <italic>lE</italic>
<sub>
<italic>z</italic>
</sub>. When <italic>E</italic>
<sub>
<italic>f</italic>
</sub> has a finite positive value that is smaller than &#x7c;&#x394;&#x7c;, <italic>E</italic>
<sub>
<italic>f</italic>
</sub> lies in between the band minima of the two conduction bands in each valley when &#x2016;&#x394;&#x7c; &#x2212; &#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x2016; &#x3c; <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> &#x3c; &#x2016;&#x394;&#x7c; &#x2b; &#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x2016;, and within the bulk band otherwise. When <italic>E</italic>
<sub>
<italic>f</italic>
</sub> lies between the band minima of the two conduction bands, the spin and valley Hall conductivities both show a linear variation with <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> as shown in the <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> values between &#x394; &#xb1; <italic>E</italic>
<sub>
<italic>f</italic>
</sub> in <xref ref-type="fig" rid="F4">Figure 4C</xref>. This is because from <xref ref-type="disp-formula" rid="e13">Eq. 13</xref> with <italic>k</italic> &#x3d; <italic>k</italic>
<sub>
<italic>F</italic>
</sub> for the occupied bands and <italic>k</italic> &#x3d; 0 for the unoccupied ones, the net spin and valley Hall conductivities is a sum of terms that are linear in both &#x394; and <italic>lE</italic>
<sub>
<italic>z</italic>
</sub>. The size of this linear region increases with &#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x7c;. When &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; falls outside this range of values, the Fermi energy is located within the bulk band gap, and the qualitative behavior of the spin and valley currents are similar to those of the <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0 case considered in <xref ref-type="fig" rid="F4">Figure 4B</xref> where the system is in the quantum spin Hall regime for &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3c; &#x7c;&#x394; &#x2212; &#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x2016; and the quantum valley Hall regime for &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3e; &#x7c;&#x394; &#x2b; &#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x2016;. Similarly, at a higher temperature, there is a smoother variation of the Hall conductivities with <italic>lE</italic>
<sub>
<italic>z</italic>
</sub>.</p>
<p>Finally, we consider the case where <italic>E</italic>
<sub>
<italic>f</italic>
</sub> has a finite positive value of 8&#xa0;meV (<xref ref-type="fig" rid="F4">Figure 4D</xref>), which is larger than the positive value of &#x394; considered here. Unlike the &#x7c;<italic>E</italic>
<sub>
<italic>f</italic>
</sub>&#x7c; &#x3c; &#x7c;&#x394;&#x7c; case considered in the previous paragraph in which <italic>E</italic>
<sub>
<italic>f</italic>
</sub> is always below the band minima of at least one of the conduction bands, <italic>E</italic>
<sub>
<italic>f</italic>
</sub> can now lie above the band minima of both conduction bands when &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3c; <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x2212; &#x394;. The independence of the spin Hall conductivity with respect to <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> in <xref ref-type="disp-formula" rid="e20">Eq. 20</xref> and the linear variation of the valley Hall conductivity with respect to <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> in <xref ref-type="disp-formula" rid="e21">Eq. 21</xref> in this range of <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> are evident from the 1&#xa0;K curves. (Note the noticeably smaller magnitude of the spin Hall conductivity and more obvious slope of the valley Hall conductivity in <xref ref-type="fig" rid="F4">Figure 4D</xref> compared to those in <xref ref-type="fig" rid="F4">Figure 4C</xref> in the small &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; region. The small slope of the valley Hall conductivity in <xref ref-type="fig" rid="F4">Figure 4C</xref> in the small &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; region is due to thermal broadening.) When <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x2212; &#x394; &#x3c; &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3c; <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x2b; &#x394;, the Fermi energy lies between the band minimum of the two bands and both the spin and valley Hall conductivities show a linear variation with <italic>lE</italic>
<sub>
<italic>z</italic>
</sub>. When &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; &#x3e; <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x2b; &#x394;, the Fermi energy lies below the minima of both conduction bands in both valleys, i.e., within the band gap. In this case, because &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x7c; is also larger than &#x394;, the system is in the quantum valley Hall regime in which the valley Hall conductivity approaches the constant value of &#xb1; 4<italic>&#x3c3;</italic>
<sub>0</sub> and the spin Hall conductivity approaches the constant value of 0. Similar to the <italic>E</italic>
<sub>
<italic>f</italic>
</sub> &#x3d; 0 case considered just now, a higher temperature results in a smoother variation of the Hall conductivities with <italic>lE</italic>
<sub>
<italic>z</italic>
</sub> and smaller peak values of the Hall conductivities.</p>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>In this work, we study the quantum spin Hall (QSH) and quantum valley Hall (QVH) conductivities in a silicene-ferroelectric coupled system, and analyzed the effects of the ferroelectric coupling strength (which in turn affects the energy band gap), temperature, and Fermi energy on these conductivities. Our results show that the QSH and QVH conductivities in the silicene-ferroelectric system can be readily controlled by tuning the electric field arising from the ferroelectric coupling. The coupling could be utilized to ensure a large gap opening (which is proportional to 2&#x2016;&#x394;&#x7c; &#x2212; &#x7c;<italic>lE</italic>
<sub>
<italic>z</italic>
</sub>&#x2016;), which would make it easier in practice to align the Fermi energy within the band gap. When this alignment is achieved, the quantum Hall conductivities would attain their maximum quantized values. Additionally, the ferroelectric coupling can be modulated to make the electric field strength equal to the SOC coupling &#x394;, at which point the QSH and QVH conductivity values exhibit sharp step-like jumps. These sharp transitions between quantized plateau values would be useful for memory applications where either Hall conductivity can serve as a read-out for the binary states of the stored data [<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B60">60</xref>]. Lastly, the QSH and QVH outputs are linked to a topological invariant, i.e., the Berry phase of the system, which confers protection against imperfections and perturbations and robustness against thermal broadening. Hence, utilizing the QSH and QVH effects in the silicene-ferroelectric coupled system as memory outputs would open a new avenue for topological spintronic and valleytronic devices that can be modulated by electrical means.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>SR-U-I, ZBS, HS, and MJ initiated the primary idea. SR-U-I, ZBS, and HS contributed to formulate the analytical model, to develop codes, to analyze the data and to writing the manuscript under the kind supervision of MJ.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work is supported by the Ministry of Education (MOE) Tier-II grant MOE-T2EP50121-0014 (NUS Grant Nos. A-8000086-01-00), and MOE Tier-I FRC grant (NUS Grant No. A-8000195-01-00).</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>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Geim</surname>
<given-names>AK</given-names>
</name>
</person-group>. <article-title>Graphene: Status and prospects</article-title>. <source>Science</source> (<year>2009</year>) <volume>324</volume>:<fpage>1530</fpage>&#x2013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1126/science.1158877</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Biswas</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Subrahmanyam</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Govindaraj</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Graphene, the new nanocarbon</article-title>. <source>J Mater Chem</source> (<year>2009</year>) <volume>19</volume>:<fpage>2457</fpage>. <pub-id pub-id-type="doi">10.1039/b815239j</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grigorenko</surname>
<given-names>AN</given-names>
</name>
<name>
<surname>Polini</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Novoselov</surname>
<given-names>K</given-names>
</name>
</person-group>. <article-title>Graphene plasmonics</article-title>. <source>Nat Photon</source> (<year>2012</year>) <volume>6</volume>:<fpage>749</fpage>&#x2013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1038/nphoton.2012.262</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brey</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Fertig</surname>
<given-names>H</given-names>
</name>
</person-group>. <article-title>Edge states and the quantized Hall effect in graphene</article-title>. <source>Phys Rev B</source> (<year>2006</year>) <volume>73</volume>:<fpage>195408</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.73.195408</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ziegler</surname>
<given-names>K</given-names>
</name>
</person-group>. <article-title>Robust transport properties in graphene</article-title>. <source>Phys Rev Lett</source> (<year>2006</year>) <volume>97</volume>:<fpage>266802</fpage>. <pub-id pub-id-type="doi">10.1103/physrevlett.97.266802</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rafi-Ul-Islam</surname>
<given-names>SM</given-names>
</name>
<name>
<surname>Siu</surname>
<given-names>ZB</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>MBA</given-names>
</name>
</person-group>. <article-title>Strain-controlled current switching in weyl semimetals</article-title>, <source>Phys Rev Appl</source> (<year>2020</year>) <volume>14</volume> (<issue>3</issue>), <fpage>034007</fpage>. <pub-id pub-id-type="doi">10.1103/PhysRevApplied.14.034007</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tabert</surname>
<given-names>CJ</given-names>
</name>
<name>
<surname>Nicol</surname>
<given-names>EJ</given-names>
</name>
</person-group>. <article-title>Optical conductivity of twisted bilayer graphene</article-title>. <source>Phys Rev B</source> (<year>2013</year>) <volume>87</volume>:<fpage>121402</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.87.121402</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tahir</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Manchon</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Sabeeh</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Schwingenschl&#xf6;gl</surname>
<given-names>U</given-names>
</name>
</person-group>. <article-title>Quantum spin/valley Hall effect and topological insulator phase transitions in silicene</article-title>. <source>Appl Phys Lett</source> (<year>2013</year>) <volume>102</volume>:<fpage>162412</fpage>. <pub-id pub-id-type="doi">10.1063/1.4803084</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pan</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>C-C</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Qiao</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Yao</surname>
<given-names>Y</given-names>
</name>
</person-group>. <article-title>Valley-Polarized quantum anomalous Hall effect in silicene</article-title>. <source>Phys Rev Lett</source> (<year>2014</year>) <volume>112</volume>:<fpage>106802</fpage>. <pub-id pub-id-type="doi">10.1103/physrevlett.112.106802</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Ihm</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>H</given-names>
</name>
</person-group>. <article-title>Topological domain walls and quantum valley Hall effects in silicene</article-title>. <source>Phys Rev B</source> (<year>2014</year>) <volume>89</volume>:<fpage>085429</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.89.085429</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ezawa</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Valley-Polarized metals and quantum anomalous Hall effect in silicene</article-title>. <source>Phys Rev Lett</source> (<year>2012</year>) <volume>109</volume>:<fpage>055502</fpage>. <pub-id pub-id-type="doi">10.1103/physrevlett.109.055502</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>&#x17d;uti&#x107;</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Fabian</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Sarma</surname>
<given-names>SD</given-names>
</name>
</person-group>. <article-title>Spintronics: Fundamentals and applications</article-title>. <source>Rev Mod Phys</source> (<year>2004</year>) <volume>76</volume>:<fpage>323</fpage>&#x2013;<lpage>410</lpage>. <pub-id pub-id-type="doi">10.1103/revmodphys.76.323</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Rafi-Ul-Islam</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>MBA</given-names>
</name>
</person-group>. <article-title>Field-free switching of perpendicular magnetization through spin hall and anomalous hall effects in ferromagnet&#x2010;heavy-metal&#x2010;ferromagnet structures</article-title> <source>Phys Rev Appl</source> (<year>2019</year>) <volume>12</volume> (<issue>3</issue>), <fpage>034022</fpage>. <pub-id pub-id-type="doi">10.1103/PhysRevApplied.12.034022</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Tan</surname>
<given-names>SG</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>MB</given-names>
</name>
</person-group>. <source>Introduction to the physics of nanoelectronics</source>. <publisher-loc>Amsterdam, Netherlands</publisher-loc>: <publisher-name>Elsevier</publisher-name> (<year>2012</year>).</citation>
</ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bader</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Parkin</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>Spintronics</article-title>. <source>Annu Rev Condens Matter Phys</source> (<year>2010</year>) <volume>1</volume>:<fpage>71</fpage>&#x2013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-conmatphys-070909-104123</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Rafi-Ul-Islam</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>MB</given-names>
</name>
</person-group>. <article-title>Spin Nernst and anomalous Nernst effects and their signature outputs in ferromagnet/nonmagnet heterostructures</article-title>. <source>Phys Rev B</source> (<year>2020</year>) <volume>102</volume>:<fpage>214419</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.102.214419</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="other">
<person-group person-group-type="author">
<name>
<surname>Fabian</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Matos-Abiague</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Ertler</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Stano</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Zutic</surname>
<given-names>I</given-names>
</name>
</person-group>. (<year>2007</year>). <source>Semiconductor spintronics</source>, <comment>ArXiv preprint ArXiv:0711.1461</comment>. <pub-id pub-id-type="doi">10.48550/arXiv.0711.1461</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schaibley</surname>
<given-names>JR</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Clark</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Rivera</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Ross</surname>
<given-names>JS</given-names>
</name>
<name>
<surname>Seyler</surname>
<given-names>KL</given-names>
</name>
<etal/>
</person-group> <article-title>Valleytronics in 2D materials</article-title>. <source>Nat Rev Mater</source> (<year>2016</year>) <volume>1</volume>:<fpage>16055</fpage>. <pub-id pub-id-type="doi">10.1038/natrevmats.2016.55</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Siu</surname>
<given-names>ZB</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Effective Hamiltonian for silicene under arbitrary strain from multi-orbital basis</article-title>. <source>Sci Rep</source> (<year>2021</year>) <volume>11</volume>:<fpage>7575</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-021-86947-z</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhong</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Seyler</surname>
<given-names>KL</given-names>
</name>
<name>
<surname>Linpeng</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Sivadas</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>B</given-names>
</name>
<etal/>
</person-group> <article-title>Van der Waals engineering of ferromagnetic semiconductor heterostructures for spin and valleytronics</article-title>. <source>Sci Adv</source> (<year>2017</year>) <volume>3</volume>:<fpage>e1603113</fpage>. <pub-id pub-id-type="doi">10.1126/sciadv.1603113</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Qian</surname>
<given-names>Z</given-names>
</name>
<etal/>
</person-group> <article-title>Strain-controlled valley and spin separation in silicene heterojunctions</article-title>. <source>Phys Rev B</source> (<year>2018</year>) <volume>97</volume>:<fpage>085427</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.97.085427</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vitale</surname>
<given-names>SA</given-names>
</name>
<name>
<surname>Nezich</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Varghese</surname>
<given-names>JO</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Gedik</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Jarillo-Herrero</surname>
<given-names>P</given-names>
</name>
<etal/>
</person-group> <article-title>Valleytronics: Opportunities, challenges, and paths forward</article-title>. <source>Small</source> (<year>2018</year>) <volume>14</volume>:<fpage>1801483</fpage>. <pub-id pub-id-type="doi">10.1002/smll.201801483</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tahir</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Schwingenschl&#xf6;gl</surname>
<given-names>U</given-names>
</name>
</person-group>. <article-title>Valley polarized quantum Hall effect and topological insulator phase transitions in silicene</article-title>. <source>Sci Rep</source> (<year>2013</year>) <volume>3</volume>:<fpage>1075</fpage>. <pub-id pub-id-type="doi">10.1038/srep01075</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ezawa</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Quantum Hall effects in silicene</article-title>. <source>J Phys Soc Jpn</source> (<year>2012</year>) <volume>81</volume>:<fpage>064705</fpage>. <pub-id pub-id-type="doi">10.1143/jpsj.81.064705</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niu</surname>
<given-names>ZP</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>YM</given-names>
</name>
<name>
<surname>Dong</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>Enhanced valley-resolved thermoelectric transport in a magnetic silicene superlattice</article-title>. <source>New J Phys</source> (<year>2015</year>) <volume>17</volume>:<fpage>073026</fpage>. <pub-id pub-id-type="doi">10.1088/1367-2630/17/7/073026</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Molle</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Grazianetti</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Tao</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Taneja</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Alam</surname>
<given-names>MH</given-names>
</name>
<name>
<surname>Akinwande</surname>
<given-names>D</given-names>
</name>
</person-group>. <article-title>Silicene, silicene derivatives, and their device applications</article-title>. <source>Chem Soc Rev</source> (<year>2018</year>) <volume>47</volume>:<fpage>6370</fpage>&#x2013;<lpage>87</lpage>. <pub-id pub-id-type="doi">10.1039/c8cs00338f</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vargiamidis</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Vasilopoulos</surname>
<given-names>P</given-names>
</name>
</person-group>. <article-title>Polarized spin and valley transport across ferromagnetic silicene junctions</article-title>. <source>J Appl Phys</source> (<year>2015</year>) <volume>117</volume>:<fpage>094305</fpage>. <pub-id pub-id-type="doi">10.1063/1.4913934</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Do</surname>
<given-names>T-N</given-names>
</name>
<name>
<surname>Gumbs</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Shih</surname>
<given-names>P-H</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>M-F</given-names>
</name>
</person-group>. <article-title>Valley- and spin-dependent quantum Hall states in bilayer silicene</article-title>. <source>Phys Rev B</source> (<year>2019</year>) <volume>100</volume>:<fpage>155403</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.100.155403</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fujita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Murakami</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>Gauge fields in spintronics</article-title>. <source>J Appl Phys</source> (<year>2011</year>) <volume>110</volume>:<fpage>121301</fpage>. <pub-id pub-id-type="doi">10.1063/1.3665219</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ezawa</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Symmetry protected topological charge in symmetry broken phase: Spin-Chern, spin-valley-Chern and mirror-Chern numbers</article-title>. <source>Phys Lett A</source> (<year>2014</year>) <volume>378</volume>:<fpage>1180</fpage>&#x2013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1016/j.physleta.2014.02.014</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname>
<given-names>SG</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>S-H</given-names>
</name>
<name>
<surname>Ho</surname>
<given-names>CS</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>C-C</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>MB</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>CR</given-names>
</name>
<etal/>
</person-group> <article-title>Yang&#x2013;Mills physics in spintronics</article-title>. <source>Phys Rep</source> (<year>2020</year>) <volume>882</volume>:<fpage>1</fpage>&#x2013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.1016/j.physrep.2020.08.002</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Culcer</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Hwang</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Stanescu</surname>
<given-names>TD</given-names>
</name>
<name>
<surname>Sarma</surname>
<given-names>SD</given-names>
</name>
</person-group>. <article-title>Two-dimensional surface charge transport in topological insulators</article-title>. <source>Phys Rev B</source> (<year>2010</year>) <volume>82</volume>:<fpage>155457</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.82.155457</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Culcer</surname>
<given-names>D</given-names>
</name>
</person-group>. <article-title>Transport in three-dimensional topological insulators: Theory and experiment</article-title>. <source>Physica E: Low-dimensional Syst Nanostructures</source> (<year>2012</year>) <volume>44</volume>:<fpage>860</fpage>&#x2013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1016/j.physe.2011.11.003</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>H-P</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>H-Z</given-names>
</name>
</person-group>. <article-title>Quantum transport in topological semimetals under magnetic fields (II)</article-title>. <source>Front Phys (Beijing)</source> (<year>2019</year>) <volume>14</volume>:<fpage>33405</fpage>. <pub-id pub-id-type="doi">10.1007/s11467-019-0890-7</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>X-X</given-names>
</name>
<name>
<surname>Mishchenko</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>De Filippis</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Nagaosa</surname>
<given-names>N</given-names>
</name>
</person-group>. <article-title>Electric transport in three-dimensional skyrmion/monopole crystal</article-title>. <source>Phys Rev B</source> (<year>2016</year>) <volume>94</volume>:<fpage>174428</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.94.174428</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jalil</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>SG</given-names>
</name>
</person-group>. <article-title>Robustness of topological Hall effect of nontrivial spin textures</article-title>. <source>Sci Rep</source> (<year>2014</year>) <volume>4</volume>:<fpage>5123</fpage>. <pub-id pub-id-type="doi">10.1038/srep05123</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>BS</given-names>
</name>
</person-group>. <article-title>Skyrmions and Hall transport</article-title>. <source>J Phys : Condens Matter</source> (<year>2019</year>) <volume>31</volume>:<fpage>383001</fpage>. <pub-id pub-id-type="doi">10.1088/1361-648x/ab273f</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jalil</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Siu</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Gan</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Purnama</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Lew</surname>
<given-names>W</given-names>
</name>
</person-group>. <article-title>Stability of topological charge of magnetic skyrmion configurations</article-title>. <source>J Magn Magn Mater</source> (<year>2016</year>) <volume>399</volume>:<fpage>155</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmmm.2015.09.064</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fook</surname>
<given-names>HT</given-names>
</name>
<name>
<surname>Gan</surname>
<given-names>WL</given-names>
</name>
<name>
<surname>Lew</surname>
<given-names>WS</given-names>
</name>
</person-group>. <article-title>Gateable skyrmion transport via field-induced potential barrier modulation</article-title>. <source>Sci Rep</source> (<year>2016</year>) <volume>6</volume>:<fpage>21099</fpage>. <pub-id pub-id-type="doi">10.1038/srep21099</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Landsteiner</surname>
<given-names>K</given-names>
</name>
</person-group>. <article-title>Anomalous transport of Weyl fermions in Weyl semimetals</article-title>. <source>Phys Rev B</source> (<year>2014</year>) <volume>89</volume>:<fpage>075124</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.89.075124</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rafi-Ul-Islam</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Siu</surname>
<given-names>ZB</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>MB</given-names>
</name>
</person-group>. <article-title>Realization of Weyl semimetal phases in topoelectrical circuits</article-title>. <source>New J Phys</source> (<year>2020</year>) <volume>22</volume>:<fpage>023025</fpage>. <pub-id pub-id-type="doi">10.1088/1367-2630/ab6eaf</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hosur</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Parameswaran</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Vishwanath</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Erratum: Charge transport in Weyl semimetals [phys. Rev. Lett. 108, 046602 (2012)]</article-title>. <source>Phys Rev Lett</source> (<year>2012</year>) <volume>108</volume>:<fpage>079901</fpage>. <pub-id pub-id-type="doi">10.1103/physrevlett.123.079901</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yesilyurt</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>SG</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Klein tunneling in Weyl semimetals under the influence of magnetic field</article-title>. <source>Sci Rep</source> (<year>2016</year>) <volume>6</volume>:<fpage>38862</fpage>. <pub-id pub-id-type="doi">10.1038/srep38862</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rafi-Ul-Islam</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Bin Siu</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Topoelectrical circuit realization of a Weyl semimetal heterojunction</article-title>. <source>Commun Phys</source> (<year>2020</year>) <volume>3</volume>:<fpage>72</fpage>. <pub-id pub-id-type="doi">10.1038/s42005-020-0336-0</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rafi-Ul-Islam</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Siu</surname>
<given-names>ZB</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>MB</given-names>
</name>
</person-group>. <article-title>Anti-Klein tunneling in topoelectrical Weyl semimetal circuits</article-title>. <source>Appl Phys Lett</source> (<year>2020</year>) <volume>116</volume>:<fpage>111904</fpage>. <pub-id pub-id-type="doi">10.1063/1.5140516</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Xiong</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Volz</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Ni</surname>
<given-names>Y</given-names>
</name>
</person-group>. <article-title>Multiscale modeling of heat dissipation in 2D transistors based on phosphorene and silicene</article-title>. <source>J Phys Chem C</source> (<year>2018</year>) <volume>122</volume>:<fpage>2641</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jpcc.7b12333</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Baimova</surname>
<given-names>JA</given-names>
</name>
<name>
<surname>Reddy</surname>
<given-names>CD</given-names>
</name>
<name>
<surname>Dmitriev</surname>
<given-names>SV</given-names>
</name>
<name>
<surname>Law</surname>
<given-names>WK</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>XQ</given-names>
</name>
<etal/>
</person-group> <article-title>Interface thermal conductance and rectification in hybrid graphene/silicene monolayer</article-title>. <source>Carbon</source> (<year>2014</year>) <volume>79</volume>:<fpage>236</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.carbon.2014.07.064</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhai</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>L</given-names>
</name>
</person-group>. <article-title>Spin-valley caloritronics in silicene near room temperature</article-title>. <source>Phys Rev B</source> (<year>2016</year>) <volume>94</volume>:<fpage>245405</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.94.245405</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tsai</surname>
<given-names>W-F</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>C-Y</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>T-R</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Jeng</surname>
<given-names>H-T</given-names>
</name>
<name>
<surname>Bansil</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Gated silicene as a tunable source of nearly 100% spin-polarized electrons</article-title>. <source>Nat Commun</source> (<year>2013</year>) <volume>4</volume>:<fpage>1500</fpage>. <pub-id pub-id-type="doi">10.1038/ncomms2525</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>C-C</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Yao</surname>
<given-names>Y</given-names>
</name>
</person-group>. <article-title>Low-energy effective Hamiltonian involving spin-orbit coupling in silicene and two-dimensional germanium and tin</article-title>. <source>Phys Rev B</source> (<year>2011</year>) <volume>84</volume>:<fpage>195430</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.84.195430</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sundaram</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Niu</surname>
<given-names>Q</given-names>
</name>
</person-group>. <article-title>Wave-packet dynamics in slowly perturbed crystals: Gradient corrections and Berry-phase effects</article-title>. <source>Phys Rev B</source> (<year>1999</year>) <volume>59</volume>:<fpage>14915</fpage>&#x2013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1103/physrevb.59.14915</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karplus</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Luttinger</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>Hall effect in ferromagnetics</article-title>. <source>Phys Rev</source> (<year>1954</year>) <volume>95</volume>:<fpage>1154</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1103/physrev.95.1154</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Komatsu</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Watanabe</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Tsuya</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Watanabe</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Taniguchi</surname>
<given-names>T</given-names>
</name>
<etal/>
</person-group> <article-title>Observation of the quantum valley Hall state in ballistic graphene superlattices</article-title>. <source>Sci Adv</source> (<year>2018</year>) <volume>4</volume>:<fpage>eaaq0194</fpage>. <pub-id pub-id-type="doi">10.1126/sciadv.aaq0194</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Endo</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Komatsu</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Iwasaki</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Watanabe</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Tsuya</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Watanabe</surname>
<given-names>K</given-names>
</name>
<etal/>
</person-group> <article-title>Topological valley currents in bilayer graphene/hexagonal boron nitride superlattices</article-title>. <source>Appl Phys Lett</source> (<year>2019</year>) <volume>114</volume>:<fpage>243105</fpage>. <pub-id pub-id-type="doi">10.1063/1.5094456</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tao</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Cinquanta</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Chiappe</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Grazianetti</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Fanciulli</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Dubey</surname>
<given-names>M</given-names>
</name>
<etal/>
</person-group> <article-title>Silicene field-effect transistors operating at room temperature</article-title>. <source>Nat Nanotechnol</source> (<year>2015</year>) <volume>10</volume>:<fpage>227</fpage>&#x2013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1038/nnano.2014.325</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Drummond</surname>
<given-names>ND</given-names>
</name>
<name>
<surname>Z&#xf3;lyomi</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Fal&#x2019;ko</surname>
<given-names>VI</given-names>
</name>
</person-group>. <article-title>Electrically tunable band gap in silicene</article-title>. <source>Phys Rev B</source> (<year>2012</year>) <volume>85</volume>:<fpage>075423</fpage>. <pub-id pub-id-type="doi">10.1103/physrevb.85.075423</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheng</surname>
<given-names>YC</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>ZY</given-names>
</name>
<name>
<surname>Schwingenschl&#xf6;gl</surname>
<given-names>U</given-names>
</name>
</person-group>. <article-title>Doped silicene: Evidence of a wide stability range</article-title>. <source>Europhys Lett</source> (<year>2011</year>) <volume>95</volume>:<fpage>17005</fpage>. <pub-id pub-id-type="doi">10.1209/0295-5075/95/17005</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sadeghi</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Sangtarash</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Lambert</surname>
<given-names>CJ</given-names>
</name>
</person-group>. <article-title>Enhanced thermoelectric efficiency of porous silicene nanoribbons</article-title>. <source>Sci Rep</source> (<year>2015</year>) <volume>5</volume>:<fpage>9514</fpage>. <pub-id pub-id-type="doi">10.1038/srep09514</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fujita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Jalil</surname>
<given-names>MBA</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>SG</given-names>
</name>
</person-group>. <article-title>Topological insulator cell for memory and magnetic sensor applications</article-title>. <source>Appl Phys Express</source> (<year>2011</year>) <volume>4</volume>:<fpage>094201</fpage>. <pub-id pub-id-type="doi">10.1143/apex.4.094201</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jalil</surname>
<given-names>MB</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Siu</surname>
<given-names>Z</given-names>
</name>
</person-group>. <article-title>Quantum anomalous Hall effect in topological insulator memory</article-title>. <source>J Appl Phys</source> (<year>2015</year>) <volume>117</volume>:<fpage>17C739</fpage>. <pub-id pub-id-type="doi">10.1063/1.4916999</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>