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<article article-type="brief-report" 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">769904</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2022.769904</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physics</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>From Thermodynamics to Information: Landauer&#x2019;s Limit and Negentropy Principle Applied to Magnetic Skyrmions</article-title>
<alt-title alt-title-type="left-running-head">Zivieri</alt-title>
<alt-title alt-title-type="right-running-head">From Thermodynamics to Information</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zivieri</surname>
<given-names>Roberto</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1203400/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>National Institute of High Mathematics</institution>, <addr-line>Rome</addr-line>, <country>Italy</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/1124464/overview">Huaiyang Yuan</ext-link>, Utrecht University, Netherlands</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/299785/overview">Xiangrong Wang</ext-link>, Hong Kong University of Science and Technology, Hong Kong SAR, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1568837/overview">Fatima Sayed</ext-link>, Lebanese University, Lebanon</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Roberto Zivieri, <email>roberto.zivieri@unife.it</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>16</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>769904</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zivieri.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zivieri</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Magnetic skyrmions are topological swirling spin textures objects that can be manipulated and employed as information carriers. This is accomplished based either on their ground-state properties or their thermodynamic properties. Landauer&#x2019;s principle establishes an irreversible conversion from information to physics. The inverse mechanism, the inverse mechanism is proposed for magnetic topological defects forming in magnetic nanostructures that are regarded as closed thermodynamic systems confirming Szilard&#x2019;s and Brillouin&#x2019;s hypotheses. This mechanism consists of the creation of bits of information using a thermodynamic source having a form of negentropy. In this perspective article, the following are proved for magnetic skyrmions: 1) Landauer&#x2019;s principle expressed in terms of negentropy and 2) the generalized second principle of thermodynamics based on Brillouin&#x2019;s negentropy principle of information. The thermodynamic entropy is converted into information entropy at the expense of negentropy, &#x201c;negative entropy&#x201d; corresponding to the loss of thermodynamic entropy from the magnetic skyrmion itself. A recently proposed practical device enables the verification of points 1) and 2) and allows a full understanding of the interchange between thermodynamics and information and vice versa regarding skyrmions as information units and showing, in perspective, the considerable advantages offered by this type of storing and coding information.</p>
</abstract>
<kwd-group>
<kwd>magnetic skyrmion</kwd>
<kwd>information and thermodynamics</kwd>
<kwd>Landauer&#x2019;s limit</kwd>
<kwd>Landauer&#x2019;s principle</kwd>
<kwd>Brillouin&#x2019;s negentropy</kwd>
<kwd>generalized second principle of thermodynamics</kwd>
<kwd>information unit</kwd>
<kwd>bits</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Magnetic skyrmions are axisymmetric topological solitons of vortex-like character hosted in ferromagnetic materials. Generally, they are stabilized by an exchange interaction of relativistic nature called Dzyaloshinskii&#x2013;Moriya interaction (DMI) [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>]. Magnetic skyrmions are characterized by 1) a skyrmion number <italic>S</italic> (otherwise called the topological charge), an integer that indicates how&#x20;many times magnetic moments within a skyrmion wrap a sphere; 2) helicity number, the phase appearing in the in-plane spin texture; and 3) a fixed rotation fashion called chirality <italic>&#x3c7;</italic>. The skyrmion number is expressed as <italic>S</italic>&#x20;&#x3d; 1/(4<italic>&#x3c0;</italic>) &#x222b; d<sup>2</sup>
<bold>
<italic>&#x3c1;</italic> m</bold>&#xb7;(&#x2202;<bold>m</bold>/&#x2202;<italic>x</italic>&#x20;&#xd7; &#x2202;<bold>m</bold>/&#x2202;<italic>y</italic>) where <bold>m</bold>(<bold>
<italic>&#x3c1;</italic>
</bold>) &#x3d; <bold>M</bold>(<bold>
<italic>&#x3c1;</italic>
</bold>)/<italic>M</italic>
<sub>s</sub> is the dimensionless magnetization vector with <bold>M</bold> representing the magnetization, <bold>
<italic>&#x3c1;</italic>
</bold> &#x3d; (<italic>x</italic>, <italic>y</italic>) the in-plane coordinates, <italic>M</italic>
<sub>s</sub> representing the saturation magnetization, and &#x2202;/&#x2202;<italic>x</italic> and &#x2202;/&#x2202;<italic>y</italic> are first partial derivatives.</p>
<p>Recently, great efforts have been devoted to the manipulation of magnetic skyrmions forming in magnetic nanostructures based on their ground-state magnetic properties and giving rise to spintronic applications [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>]. Very recently, magnetic skyrmions have been employed as qubits, a new class of quantum logic elements [<xref ref-type="bibr" rid="B5">5</xref>]. It has also been proposed the employment of magnetic skyrmions as information entropy carriers suggesting a data communication system based on the coding of information entropy [<xref ref-type="bibr" rid="B6">6</xref>]. This investigation stemmed from the theoretical and numerical exploration of the thermodynamic properties of magnetic skyrmions [<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>]. In this respect, the link between the physical and information entropies has been a subject matter of several studies [<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>]. On the other hand, the concept of negentropy was introduced first by Szilard who solved Maxwell&#x2019;s demon paradox [<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>], and then by Brillouin [<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>] who continued Szilard&#x2019;s and Shannon&#x2019;s investigations. After the discovery and formulation of Landauer&#x2019;s principle [<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>], in recent decades, great efforts were made for the full understanding of information erasure and its relation with thermodynamics and logical computation from a philosophical, theoretical, and experimental viewpoints [<xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B47">47</xref>].</p>
<p>In this perspective article, this kind of investigation was applied to magnetic skyrmions. The aim of this study was threefold: 1) to show that Landauer&#x2019;s limit is expressed in terms of variation of negentropy for a N&#xe9;el skyrmion; 2) to show that the generalized second principle of thermodynamics based on Brillouin&#x2019;s negentropy principle can be applied to a N&#xe9;el skyrmion; and 3) to explain the interplay between information and negentropy and vice versa of a N&#xe9;el skyrmion [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B8">8</xref>]. This discussion could open the route in prospect for a new way of storing and coding information by using magnetic topological defects.</p>
</sec>
<sec id="s2">
<title>Negentropy and Landauer&#x2019;s Limit for a Magnetic Skyrmion</title>
<p>A N&#xe9;el skyrmion (or hedgehog skyrmion) forming in magnetic nanostructures as a result of the interfacial DMI is characterized by the magnetization texture <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="bold">m</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#x3c1;</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>z</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in a cylindrical reference frame (<italic>&#x3c1;</italic>, <italic>&#x3c6;</italic>, <italic>z</italic>) where <italic>&#x3c7;</italic> &#x3d; &#x00B1;1 is the chirality (&#x002B;1 outwardly magnetization, &#x2212;1 inwardly magnetization), and <italic>&#x3b8;</italic> is the polar angle with 0 &#x2264; <italic>&#x3b8;</italic> &#x2264; <italic>&#x3c0;</italic>. <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref> shows an outwardly N&#xe9;el skyrmion (<italic>&#x3c7;</italic> &#x3d; &#x2b;1) with a negative polarity (<italic>&#x3b8;</italic> &#x3d; <italic>&#x3c0;</italic>) and skyrmion number&#x20;<italic>S</italic>&#x20;&#x3d;&#x20;&#x2212;1 subjected to an external magnetic field <bold>H</bold> along the &#x002B; <italic>z</italic> direction, while <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref> displays an inwardly N&#xe9;el skyrmion (<italic>&#x3c7;</italic> &#x3d; &#x2212;1) with a positive polarity (<italic>&#x3b8;</italic> &#x3d; 0) and skyrmion number <italic>S</italic>&#x20;&#x3d; &#x2b;1 subjected to an external magnetic field <bold>H</bold> along the &#x2212; <italic>z</italic> direction. In the following discussion, the N&#xe9;el skyrmion texture shown in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref> was taken into account to be consistent with the results of micromagnetic simulations carried out on a N&#xe9;el skyrmion with <italic>&#x3c7;</italic> &#x3d; &#x2b;1, negative polarity, and <italic>S</italic>&#x20;&#x3d; &#x2212;1 [<xref ref-type="bibr" rid="B7">7</xref>]. However, note that this choice is purely arbitrary and the same conclusion would be drawn taking into account the N&#xe9;el skyrmion with <italic>&#x3c7;</italic> &#x3d; &#x2212;1, a positive polarity, and <italic>S</italic>&#x20;&#x3d; &#x2b;1.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Pictorial representation of a N&#xe9;el magnetic skyrmion in two magnetization textures. <bold>(A)</bold> Perpendicularly magnetized ferromagnet hosting an outwardly (chirality <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) N&#xe9;el magnetic skyrmion with polarity <italic>p &#x3d;</italic> &#x2212;1. <bold>(B)</bold> Perpendicularly magnetized ferromagnet hosting an inwardly (chirality <inline-formula id="inf3">
<mml:math id="m3">
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) N&#xe9;el magnetic skyrmion with polarity <italic>p &#x3d;</italic> &#x2b;1. <bold>H</bold> lies along the z-axis [positive direction in <bold>(A)</bold> and negative direction in <bold>(B)</bold>].</p>
</caption>
<graphic xlink:href="fphy-10-769904-g001.tif"/>
</fig>
<p>The skyrmion energy was calculated from the microscopic micromagnetic Hamiltonian as a spatial integral of the skyrmion energy density within the thin-film limit including exchange, interfacial DMI, magnetostatic and perpendicular anisotropy contributions, and external magnetic field interaction [<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>]. Within this model, the exchange interaction among spins forming the magnetic skyrmion was rigorously taken into account. It was found that, in the vicinity of the absolute energy minimum at the equilibrium skyrmion diameter <italic>D</italic>
<sub>0sky</sub>, the skyrmion energy can be fitted by means of a parabolic curve for any temperature <italic>T</italic> and bias field amplitude <italic>H</italic> in the region of skyrmion metastability (0 &#x2264; <italic>T</italic>&#x20;&#x2264; 300&#xa0;K for <italic>&#x3bc;</italic>
<sub>0</sub> <italic>H</italic>&#x20;&#x3e; 5&#xa0;mT and 0&#x20;&#x2264; <italic>T</italic>&#x20;&#x2264; 200&#xa0;K for <italic>&#x3bc;</italic>
<sub>0</sub>
<italic>H</italic>&#x20;&#x3d; 0&#xa0;mT) [<xref ref-type="bibr" rid="B7">7</xref>]. Importantly, <italic>D</italic>
<sub>0sky</sub> strictly depends on the parameters of the microscopic Hamiltonian. In this respect, the determination of the skyrmion size for an isolated skyrmion by computing the skyrmion radius (both equilibrium and average) has recently been proved according to different analytical theories based on the minimization of the skyrmion energy with respect to the skyrmion radius [<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>]. In particular, it has been shown that both the average skyrmion size and the wall width separating the core from the outer domain of the skyrmion can be accurately computed [<xref ref-type="bibr" rid="B48">48</xref>]. This investigation has been generalized by studying the magnetic skyrmion&#x2019;s size and spin profile in a condensed phase forming a skyrmion crystal at high skyrmion density [<xref ref-type="bibr" rid="B49">49</xref>]. In this latter case, it has been demonstrated that the dependence of skyrmion size on magnetic parameters is different compared to isolated skyrmions or to skyrmion stripes forming at low skyrmion density.</p>
<p>According to micromagnetic simulations, it was observed that the value of the N&#xe9;el skyrmion diameters obeys a distribution analogous to Maxwell&#x2013;Boltzmann (MB) of the molecules of an ideal gas at any <italic>T</italic> and for any <italic>H</italic> in the region of metastability [<xref ref-type="bibr" rid="B7">7</xref>]. Exploiting this physical analogy with ideal gases, an analytical MB distribution for a 3D skyrmion diameter population [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B9">9</xref>] was proposed, and it was found an excellent agreement between the micromagnetic and the analytical results [<xref ref-type="bibr" rid="B7">7</xref>]. This analogy was also extended to the 2D skyrmion diameter distribution [<xref ref-type="bibr" rid="B8">8</xref>]. From the analogy with the 3D MB distribution of an ideal gas, the Gaussian distribution at the thermodynamic equilibrium at a given <italic>T</italic> and <italic>H</italic> for both 3D and 2D skyrmion diameter distribution can be written in the form<disp-formula id="e1">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi mathvariant="italic">&#x3d;</mml:mi>
<mml:msub>
<mml:mi mathvariant="italic">C</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">av</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mtext>&#x2003;</mml:mtext>
<mml:msup>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mfrac>
<mml:mi mathvariant="italic">a</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">k</mml:mi>
<mml:mi mathvariant="italic">B</mml:mi>
</mml:msub>
<mml:mi mathvariant="italic">T</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mrow>
<mml:mo mathvariant="normal">&#x2329;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>&#x232a;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>C</italic>
<sub>av</sub> is the normalization constant (in m<sup>-2</sup>), <italic>k</italic>
<sub>B</sub> is the Boltzmann constant<italic>, a</italic> is a coefficient proportional to the skyrmion energy curvature, &#x394;&#x3c;<italic>D</italic>
<sub>sky</sub>&#x3e; &#x3d; <italic>D</italic>
<sub>sky</sub> &#x2212; &#x3c; <italic>D</italic>
<sub>sky</sub> &#x3e;, <italic>D</italic>
<sub>sky</sub> the skyrmion diameter, and &#x3c;<italic>D</italic>
<sub>sky</sub>&#x3e; the average skyrmion diameter with &#x3c;<italic>D</italic>
<sub>sky</sub>&#x3e; &#x3d; &#x3c;<italic>D</italic>
<sub>sky</sub> (<italic>T</italic>)&#x3e;.</p>
<p>Owing to the mentioned analogy, it is useful to relate the diameter distribution depending on <italic>T</italic> and <italic>H</italic> to skyrmion&#x2019;s thermodynamic entropy as occurs for the thermodynamic entropy of an ideal gas. Regarding this, it is important to note that the main source of entropy for domains forming in ferromagnets is represented by spin waves (or magnons). Recently, it has been found that the source of entropy and free energy for a domain and a domain wall (DW) in a magnetic nanowire is due to thermally activated magnons [<xref ref-type="bibr" rid="B50">50</xref>]. In this system, it has been demonstrated that the larger domain wall entropy is due to the increase in the magnon density of states at low energy, and the driving force allowing DW propagation under a temperature gradient towards the hotter region is the thermodynamic entropy itself. Under this condition, the system evolves toward a state that lowers its free energy by exploiting DW&#x2019;s larger entropy [<xref ref-type="bibr" rid="B50">50</xref>]. The DW movement toward a hotter region driven by thermal gradients has also been proved in antiferromagnets and can be understood by means of the minimization of the free energy [<xref ref-type="bibr" rid="B51">51</xref>]. Also, the main source of the configurational entropy of a classical N&#xe9;el magnetic skyrmion has been attributed to the thermal-breathing mode, a type of spin wave as observed in micromagnetic simulations&#x20;[<xref ref-type="bibr" rid="B7">7</xref>].</p>
<p>The configurational entropy at thermodynamic equilibrium related to a classical N&#xe9;el magnetic skyrmion diameter distribution was computed, at each <italic>T</italic> and <italic>H</italic>, as the Gibbs&#x2013;Boltzmann&#x2019;s statistical thermodynamic entropy, a quantity proportional to the statistical average <italic>H</italic>
<sub>0</sub> &#x3d; &#x3c;ln<italic>f</italic>
<sub>0</sub>&#x3e;, the Boltzmann order function at thermodynamic equilibrium, namely as <italic>S</italic>&#x20;&#x3d; &#x2212;<italic>k</italic>
<sub>B</sub> <italic>H</italic>
<sub>0</sub> with <italic>S</italic>&#x20;&#x3d; <italic>S</italic>(<italic>T</italic>) [<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>]. This entropy is the generalization of the Boltzmann entropy when the microstates of the statistical ensemble are not equiprobable. For a 2D skyrmion diameter population, after performing the statistical average <italic>H</italic>
<sub>0</sub> within the continuous limit, it takes the form [<xref ref-type="bibr" rid="B8">8</xref>]<disp-formula id="e2">
<mml:math id="m5">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi mathvariant="italic">&#x3d;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
<mml:mi>&#x3c0;</mml:mi>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:munderover>
<mml:mo>&#x222b;</mml:mo>
<mml:mi mathvariant="normal">0</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mi mathvariant="italic">d</mml:mi>
<mml:msub>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="italic">f</mml:mi>
<mml:mi mathvariant="normal">0</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi mathvariant="normal">ln</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">f</mml:mi>
<mml:mrow>
<mml:mn>01</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Here, <italic>f</italic>
<sub>01</sub> (<italic>D</italic>
<sub>sky</sub>) &#x3d; <italic>f</italic>
<sub>0</sub>&#x3c;<italic>A</italic>
<sub>sky</sub>&#x3e; with &#x3c;<italic>A</italic>
<sub>sky</sub>&#x3e; &#x2248;1/4&#x20;<italic>&#x3c0;</italic> &#x3c;<italic>D</italic>
<sub>sky</sub>&#x3e;<sup>2</sup> the average skyrmion area and <italic>S</italic>&#x20;&#x3e; 0 (in J/K). The Gaussian distribution <italic>f</italic>
<sub>0</sub> is the one that realizes the largest thermodynamic entropy according to the maximum entropy principle. In turn, &#x3c;<italic>D</italic>
<sub>sky</sub> (<italic>T</italic>)&#x3e; &#x2248; <italic>D</italic>
<sub>0sky</sub> [1&#x2b; <italic>k</italic>
<sub>B</sub>&#xa0;<italic>T</italic>/(2<italic>a D</italic>
<sub>0sky</sub>
<sup>2</sup>)] with <italic>D</italic>
<sub>0sky</sub> &#x3d; <italic>D</italic>
<sub>0sky</sub>(<italic>T</italic>) defined as the diameter at which the total skyrmion energy attains its absolute minimum. In turn, the value of <italic>D</italic>
<sub>0sky</sub> strictly depends on the magnetic parameters appearing as coefficients in the micromagnetic Hamiltonian such&#x20;as&#x20;the exchange stiffness constant <italic>A</italic>, the interfacial Dzyaloshinskii&#x2013;Moriya parameter <italic>D</italic>, the uniaxial perpendicular anisotropy constant <italic>K</italic>
<sub>u</sub>, and on the external magnetic field amplitude <italic>H</italic>. The statistical thermodynamic entropy is also referred to as thermal entropy [<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>] and is an increasing monotonic function of&#x20;<italic>T</italic>.</p>
<p>The information entropy (expressed in terms of the number of bits) was calculated according to Jaynes&#x2019;s information framework [<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>] and taking into account <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>. The use of continuous variables was suggested by Jayne in [<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>] and was applied to the definition of information entropy in the continuum case [<xref ref-type="bibr" rid="B15">15</xref>]. The information entropy (in bits) was determined as the 2D statistical average of the information content <italic>I</italic> (<italic>D</italic>
<sub>sky</sub>) &#x3d; &#x2212;log<sub>2</sub> (<italic>f</italic>
<sub>01</sub> (<italic>D</italic>
<sub>sky</sub>)) (2 is the logarithm basis) [<xref ref-type="bibr" rid="B6">6</xref>] and can be rewritten in the form<disp-formula id="e3">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mi>I</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c0;</mml:mi>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:munderover>
<mml:mo>&#x222b;</mml:mo>
<mml:mi mathvariant="normal">0</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="italic">f</mml:mi>
<mml:mi mathvariant="normal">0</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:math>
<label>(3)</label>
</disp-formula>with <italic>H</italic>
<sub>
<italic>I</italic>
</sub> &#x3e;&#x20;0.</p>
<p>Landauer&#x2019;s limit is derived starting from the configurational entropy and the corresponding information entropy. To create bits of information, <italic>S</italic> must decrease passing from an initial temperature <italic>T</italic>
<sub>i</sub> to a final temperature <italic>T</italic>
<sub>f</sub> with <italic>T</italic>
<sub>f</sub> &#x3c; <italic>T</italic>
<sub>i</sub>. Starting from <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> and using some logarithm rules, the entropy variation &#x394;<italic>S</italic>&#x20;&#x3d; <italic>S</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>f</sub>) &#x2212; <italic>S</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>i</sub>) with <italic>S</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>f</sub>) &#x3c; <italic>S</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>i</sub>) such that &#x394;<italic>S</italic>&#x20;&#x3c; 0 can be written in a compact form as<disp-formula id="e4">
<mml:math id="m7">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
<mml:mi>&#x3c0;</mml:mi>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:munderover>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mn>01</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mn>01</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where the dependence of <italic>f</italic>
<sub>01</sub> and <italic>f</italic>
<sub>0</sub> on <italic>D</italic>
<sub>sky</sub> is omitted. Analogously, the variation of the information entropy coded by the magnetic skyrmion, &#x394;<italic>H</italic>
<sub>
<italic>I</italic>
</sub> &#x3d; <italic>H</italic>
<sub>
<italic>I</italic>
</sub> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>f</sub>) &#x2212; <italic>H</italic>
<sub>
<italic>I</italic>
</sub> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>i</sub>) with <italic>T</italic>
<sub>f</sub> &#x3e; <italic>T</italic>
<sub>i</sub> (the temperature <italic>T</italic>
<sub>f</sub> appearing in <italic>H</italic>
<sub>
<italic>I</italic>
</sub> corresponds to the temperature <italic>T</italic>
<sub>i</sub> appearing in <italic>S</italic> and vice versa) and <italic>H</italic>
<sub>
<italic>I</italic>
</sub> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>f</sub>) &#x3e; <italic>H</italic>
<sub>
<italic>I</italic>
</sub> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>i</sub>) such that &#x394;<italic>H</italic>
<sub>
<italic>I</italic>
</sub> &#x3e;0 takes the form<disp-formula id="e5">
<mml:math id="m8">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mi>I</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c0;</mml:mi>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:munderover>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>log</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mn>01</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mn>01</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>It is useful to introduce the corresponding thermodynamic variation of information entropy by defining <italic>S</italic>
<sub>
<italic>I</italic>
</sub> &#x3d; <italic>k</italic>
<sub>B</sub> <italic>H</italic>
<sub>
<italic>I</italic>
</sub>. By comparing <xref ref-type="disp-formula" rid="e4">Eqs 4</xref>, <xref ref-type="disp-formula" rid="e5">5</xref> and taking into account that <italic>S</italic>
<sub>
<italic>I</italic>
</sub> &#x3d; <italic>k</italic>
<sub>B</sub> <italic>H</italic>
<sub>
<italic>I</italic>
</sub>, Landauer&#x2019;s limit can be derived. Indeed, substituting ln (<italic>f</italic>
<sub>01</sub>) &#x3d; log<sub>2</sub> (<italic>f</italic>
<sub>01</sub>) ln2 in <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> and comparing <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> with <xref ref-type="disp-formula" rid="e3">Eq. 3</xref>, one gets, <italic>via</italic> &#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub> &#x3d; <italic>k</italic>
<sub>B</sub> &#x394;<italic>H</italic>
<sub>
<bold>
<italic>I</italic>
</bold>
</sub>, &#x394;<italic>S</italic>&#x20;&#x3d; &#x2212;&#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub> ln2. The creation of 1 bit of information leads to a variation &#x394;<italic>H</italic>
<sub>
<italic>I</italic>
</sub> &#x3d; 1 bit and to an increment &#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub> &#x3d; <italic>k</italic>
<sub>B</sub> (units of 1 bit) yielding<disp-formula id="e6">
<mml:math id="m9">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="italic">&#x2212;</mml:mi>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mn>2.</mml:mn>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>Therefore, Landauer&#x2019;s limit corresponds to the lower limit of the entropy lost in an observation as a result of the creation of 1 bit. In the present case, the thermodynamic entropy was lowered to create 1 bit of information and the minimum energy,<disp-formula id="e7">
<mml:math id="m10">
<mml:mrow>
<mml:mi mathvariant="italic">E</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="italic">&#x2212;</mml:mi>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
<mml:mi>T</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>was subtracted from the system. The amount of energy is the minimal work <italic>W</italic>&#x20;&#x3d; &#x2212; <italic>k</italic>
<sub>B</sub>&#xa0;<italic>T</italic> ln 2 (<italic>W</italic>&#x20;&#x3c; 0) that must be extracted to create 1 bit of information, as established by Landauer&#x2019;s principle. This is a different case with respect to that was considered by Landauer for which the logical irreversibility implies the thermodynamic irreversibility. The information coding by a magnetic skyrmion can be regarded as a thermodynamically reversible process. By introducing the negentropy, the entropic equivalent of degradation of energy [<xref ref-type="bibr" rid="B18">18</xref>], namely <italic>N</italic>&#x20;&#x3d; &#x2212;<italic>S</italic> (<italic>N</italic>&#x20;&#x3c;0 and <italic>S</italic>&#x20;&#x3e;0) and &#x394;<italic>N</italic>&#x20;&#x3d; &#x2212;&#x394;<italic>S</italic>&#x20;&#x3e;0 being &#x394;<italic>N</italic>&#x20;&#x3d; <italic>N</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>f</sub>) &#x2212; <italic>N</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>i</sub>), <italic>N</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>f</sub>) &#x3c; 0 and <italic>N</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>i</sub>) &#x3c; 0 but <italic>N</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>f</sub>) &#x3e; <italic>N</italic> (<italic>T</italic>&#x20;&#x3d; <italic>T</italic>
<sub>i</sub>) we get<disp-formula id="e8">
<mml:math id="m11">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi mathvariant="italic">N</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mn>2.</mml:mn>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<p>Therefore, Landauer&#x2019;s limit can be regarded as the negentropy acquired by the system.</p>
</sec>
<sec id="s3">
<title>The Brillouin&#x2019;s Negentropy Second Principle of Thermodynamics for a Magnetic Skyrmion</title>
<p>According to the second principle of thermodynamics, a magnetic system moves towards a state with a larger entropy or lower free energy [<xref ref-type="bibr" rid="B50">50</xref>]. The magnetic skyrmion&#x2019;s Helmholtz free energy, <italic>viz</italic>. <italic>F</italic>&#x20;&#x3d; &#x3c;<italic>E</italic>&#x20;&#x3e; <bold>&#x2212;</bold> <italic>T S</italic> with &#x3c;<italic>E</italic>&#x20;&#x3e; &#x3d; &#x3c;<italic>E</italic> (<italic>T</italic>)&#x3e; the average skyrmion energy, in the absence of an external magnetic field, diminishes with increasing <italic>T</italic> and attains a minimum at the upper limit of the region of metastability at <italic>T</italic>&#x20;&#x3d; 300&#xa0;K. With the magnetic parameters used (see the following section), <italic>F</italic>&#x20;&#x2248; 5.5 10<sup>&#x2013;20</sup>&#xa0;J at <italic>T</italic>&#x20;&#x3d; 150&#xa0;K [<xref ref-type="bibr" rid="B9">9</xref>] corresponds to 1 bit of information.</p>
<p>Here, the generalized second principle of thermodynamics for a closed thermodynamic system such as a magnetic skyrmion in terms of Brillouin&#x2019;s negentropy principle &#x394;<italic>S</italic>
<sub>tot</sub> &#x3d; &#x394;<italic>S</italic>&#x20;&#x2212; &#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub> &#x2265; 0 is discussed [<xref ref-type="bibr" rid="B18">18</xref>]. Therefore, the total entropy <italic>S</italic>
<sub>tot</sub> of a magnetic skyrmion does not decrease. In particular, &#x394;<italic>S</italic>
<sub>tot</sub> &#x3d; <italic>S</italic>
<sub>tot f</sub> &#x2212; <italic>S</italic>
<sub>tot</sub> <sub>i</sub> is the total entropy variation from the initial state i to the final state f, and &#x394;<italic>S</italic>&#x20;&#x3d; <italic>S</italic>
<sub>f</sub> &#x2212;<italic>S</italic>
<sub>i</sub> &#x3e;0 is the variation of the thermal entropy from the initial state to the final state (by the convention of an opposite sign with respect to that in <xref ref-type="disp-formula" rid="e4">Eq. 4</xref>), while &#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub> &#x3d; <italic>S</italic>
<sub>
<italic>I</italic>
</sub>
<sub>f</sub> &#x2212;<italic>S</italic>
<sub>
<italic>I</italic>
</sub>
<sub>i</sub> &#x3e; 0 is the increment of information entropy in thermodynamic units owing to the creation of bits of information. By introducing the negentropy variation &#x394;<italic>N</italic>&#x20;&#x3d; &#x2212;&#x394;<italic>S</italic>&#x20;&#x3c; 0, the generalized second principle of thermodynamics is expressed in terms of Brillouin&#x2019;s negentropy<disp-formula id="e9">
<mml:math id="m12">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mi>I</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>
<xref ref-type="disp-formula" rid="e9">Eq. 9</xref> expresses thermodynamic reversibility when &#x394;(<italic>N</italic>&#x20;&#x2b; <italic>S</italic>
<sub>
<italic>I</italic>
</sub>) &#x3d; 0, <italic>viz</italic>. &#x394;<italic>N</italic>&#x20;&#x3d; &#x2212;&#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub> but it does not state that physical reversibility necessarily implies logical reversibility.</p>
</sec>
<sec id="s4">
<title>New Perspectives in Information Theory: The Skyrmion Unit</title>
<p>In this section, new perspectives in information theory based on the use of the magnetic skyrmion as a unit of information entropy are outlined [<xref ref-type="bibr" rid="B6">6</xref>,&#x20;<xref ref-type="bibr" rid="B8">8</xref>].</p>
<sec id="s4-1">
<title>The Role of the Sender and the Receiver in a Data Communication System</title>
<p>In a data communication system, it is crucial to understand how the information from the sender allows an amount of negentropy <italic>N</italic> to get converted into information entropy <italic>H</italic>
<sub>
<italic>I</italic>
</sub>. This occurs because the sender sends to the magnetic skyrmion a binary input of amplitude 2<sup>
<italic>n</italic>
</sup> where <italic>n</italic> is the number of bits of information entropy. This binary input might be regarded in a way similar to a light input interacting with matter (e.g., a laser source), and this&#x20;interaction with the skyrmion allows rewriting its thermodynamic configuration and its corresponding entropy. For example, for <italic>n</italic>&#x20;&#x3d; 2 bits, there are <italic>g</italic>&#x20;&#x3d; 4 binary configurations [<xref ref-type="bibr" rid="B6">6</xref>] that refer to an average skyrmion diameter &#x3c; <italic>D</italic>
<sub>sky</sub>&#x3e; and to the average entropy <italic>S</italic> according, for instance, to the sampling: 00&#x2192; <italic>D</italic>
<sub>sky</sub>
<sup>1</sup>, 01&#x20;&#x2192; <italic>D</italic>
<sub>sky</sub>
<sup>2</sup>, 10&#x20;&#x2192; <italic>D</italic>
<sub>sky</sub>
<sup>3</sup>, 11&#x20;&#x2192; <italic>D</italic>
<sub>sky</sub>
<sup>4</sup> with <italic>D</italic>
<sub>sky</sub>
<sup>
<italic>j</italic>
</sup> (<italic>j</italic>&#x20;&#x3d; 1,2,3,4). This means that the <italic>j</italic>th binary configuration fixes the thermodynamic configuration corresponding to the <italic>j</italic>th entropy density <inline-formula id="inf4">
<mml:math id="m14">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>sky</mml:mi>
</mml:mrow>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>sky</mml:mi>
</mml:mrow>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mn>01</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>sky</mml:mi>
</mml:mrow>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. This is accomplished by viewing the sender involved in a &#x201c;writing&#x201d; operation linking the <italic>j</italic>th binary configuration to the <italic>j</italic>th entropy density <inline-formula id="inf5">
<mml:math id="m15">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">sky</mml:mi>
</mml:mrow>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The general effect of these subsequent reading operations is accounted in the calculation of a statistical average corresponding to <italic>S</italic>. The entropy cost of this operation is &#x394;<italic>N</italic>&#x20;&#x3d; &#x2212; &#x394;<italic>S</italic>&#x20;&#x3c; 0 (<italic>dN</italic> &#x3d; &#x2212;<italic>dS</italic>), an entropy source employed as a reservoir for increasing the information entropy which causes a variation &#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub> &#x3e; 0 (<italic>dS</italic>
<sub>
<italic>I</italic>
</sub> &#x3e; 0) that, in bit units, is &#x394;<italic>H</italic>
<sub>
<italic>I</italic>
</sub> &#x3e; 0 (<italic>dH</italic>
<sub>
<italic>I</italic>
</sub> &#x3e; 0) (see <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). If the process is reversible &#x394;<italic>N</italic>&#x20;&#x3d; &#x2212;&#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub>, while if it is irreversible &#x394;<italic>N</italic>&#x20;&#x3c; &#x2212;&#x394;<italic>S</italic>
<sub>
<italic>I</italic>
</sub> (<xref ref-type="disp-formula" rid="e9">Eq. 9</xref>). <xref ref-type="fig" rid="F2">Figure&#x20;2B</xref> shows the binary&#x2013;thermodynamic correspondence in terms of signal sampling for a 2D MB population of magnetic skyrmion diameters of the form <inline-formula id="inf6">
<mml:math id="m16">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mtext>sky</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> at <italic>T</italic>&#x20;&#x3d; 300&#xa0;K and <italic>&#x3bc;</italic>
<sub>0</sub>
<italic>H</italic>&#x20;&#x3d; 0&#xa0;mT with <italic>dn</italic>/<italic>dD</italic>
<sub>sky</sub>, the number of diameters ranging between <italic>D</italic>
<sub>sky</sub> and <italic>D</italic>
<sub>sky</sub> &#x2b; <italic>dD</italic>
<sub>sky</sub>, <italic>C</italic>
<sub>sky</sub> the normalization constant (in m<sup>&#x2212;2</sup>). In the numerical calculations performed for ferromagnetic dot/heavy metal systems (e.g., Co/Pt), we employed the following geometric and magnetic parameters: dot radius <italic>R</italic>&#x20;&#x3d; 200&#xa0;nm and Co thickness <italic>t</italic>&#x20;&#x3d; 0.8 nm, <italic>M</italic>
<sub>s</sub> (<italic>T</italic>&#x20;&#x3d; 0&#xa0;K) &#x3d; 6.0 &#xd7; 10<sup>5</sup> A/m, <italic>A</italic> (<italic>T</italic>&#x20;&#x3d; 0&#xa0;K) &#x3d; 2.0 &#xd7; 10<sup>&#x2212;11</sup>&#xa0;J/m, <italic>D</italic> (<italic>T</italic>&#x20;&#x3d; 0&#xa0;K) &#x3d; 3.0 &#xd7; 10<sup>&#x2212;6</sup>&#xa0;J/m<sup>2</sup>, and <italic>K</italic>
<sub>u</sub> (<italic>T</italic>&#x20;&#x3d; 0&#xa0;K) &#x3d; 0.6 &#xd7; 10<sup>6</sup>&#xa0;J/m<sup>3</sup> [<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B54">54</xref>]. <italic>A</italic>, <italic>D</italic>, and <italic>K</italic>
<sub>u</sub> were scaled from their zero temperature values at non-zero temperature by using scaling laws [<xref ref-type="bibr" rid="B54">54</xref>]. For the parameters used, <italic>a</italic>&#x20;&#x3d; 0.71 &#xd7; 10<sup>&#x2212;5</sup>&#xa0;J/m<sup>2</sup>, <italic>D</italic>
<sub>0sky</sub> &#x3d; 81.28&#xa0;nm, and <italic>n</italic>&#x20;&#x2248;2. The coded information is read by the receiver as a sequence of 4 binary configurations (00, 01, 10, 11), the binary interpretation of the negentropy resulting from the information entropy. The receiver consists of a binary sensor made by binary inputs enabling to read the discrete signal corresponding to a sequence of binary configurations assigned to a given entropy density. This coding has the considerable advantage to potentially create more bits for an equal number of skyrmions. The employment of 4 magnetic skyrmions heated at room temperature could lead to the coding of 1 byte of information which represents a unit of computer information and <italic>g</italic>&#x20;&#x3d; 256 binary configurations.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Sketch of the ferromagnetic nanostructure (film) hosting a N&#xe9;el magnetic skyrmion (outwardly magnetized and negative <italic>p</italic>&#x20;&#x3d; &#x2212;1) regarded as a closed thermodynamic system. The infinitesimal reversible exchange of entropy <italic>dS</italic> (<inline-formula id="inf7">
<mml:math id="m17">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the infinitesimal absorbed heat) between the thermal bath and the film at temperature <italic>T</italic> and between the film and the skyrmion is indicated. <italic>dN</italic> is the infinitesimal skyrmion negentropy, and <italic>dH</italic>
<italic>
<sub>l</sub>
</italic> is the infinitesimal information entropy. <bold>(B)</bold> The sampling of the skyrmions&#x2019; diameter distribution at <italic>T</italic>&#x20;&#x3d; 300&#xa0;K and <inline-formula id="inf8">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bc;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mi>H</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>mT</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula> <italic>via</italic> the assignment of the 4-bit configurations 00, 01, 10, and 11 to the skyrmion diameters, <italic>D</italic>
<sub>sky</sub>
<sup>1</sup>, <italic>D</italic>
<sub>sky</sub>
<sup>2</sup>, <italic>D</italic>
<sub>sky</sub>
<sup>3</sup>, and <italic>D</italic>
<sub>sky</sub>
<sup>4</sup>, respectively. For the parameters used [6], <inline-formula id="inf9">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> bits and the number of bit configurations is 4.</p>
</caption>
<graphic xlink:href="fphy-10-769904-g002.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In this study, the interplay between thermodynamics and information occurring in easily manipulated magnetic skyrmions forming in magnetic nanostructures was discussed. It has been proved that Landauer&#x2019;s limit for a magnetic skyrmion can be expressed in terms of negentropy variation. It has been shown that the interchange between thermodynamic entropy and information entropy to create bits of information occurs by using a reservoir of negentropy that fulfills Brillouin&#x2019;s negentropy second principle of thermodynamics. This type of coding information based on the information entropy could be employed in prospect for improving data transmission.</p>
</sec>
</body>
<back>
<sec id="s6">
<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 author.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>RZ conceived the theme, developed the physical ideas, and suggested the applications based on the relation between thermodynamics and information for magnetic skyrmions.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The author declares 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>
<ack>
<p>The author acknowledges support from Gruppo Nazionale per la Fisica Matematica (GNFM) and Istituto Nazionale di Alta Matematica (INdAM) &#x201c;F. Severi.&#x201d;</p>
</ack>
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<title>References</title>
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</name>
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</name>
<name>
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<given-names>J</given-names>
</name>
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<citation citation-type="journal">
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