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<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>
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<article-meta>
<article-id pub-id-type="publisher-id">971407</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2022.971407</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>Transport model study of transverse momentum distributions of (anti-)deuterons production in Au&#x2b;Au collisions at <inline-formula id="inf1">
<mml:math id="m1">
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</inline-formula>&#x3d;14.5, 62.4, and 200&#xa0;GeV</article-title>
<alt-title alt-title-type="left-running-head">Yuan 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.2022.971407">10.3389/fphy.2022.971407</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yuan</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1870171/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Ziqian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xinfeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wei</surname>
<given-names>Xiangzhong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Pharmacy</institution>, <institution>Guangxi University of Chinese Medicine</institution>, <addr-line>Nanning</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Guangxi Key Laboratory of Nuclear Physics and Nuclear Technology</institution>, <institution>Guangxi Normal University</institution>, <addr-line>Guilin</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/72916/overview">Fu-Hu Liu</ext-link>, Shanxi University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1736077/overview">Waqas Muhammad</ext-link>, University of Chinese Academy of Sciences, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1937758/overview">Hua-Rong Wei</ext-link>, Lishui University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1941087/overview">Junsheng Li</ext-link>, Shanxi Normal University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ying Yuan, <email>yuany@gxtcmu.edu.cn</email>; Xiangzhong Wei, <email>woxoz@163.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Nuclear Physics, a section of the journal Frontiers in Physics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>971407</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>06</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yuan, Huang, Zhang and Wei.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yuan, Huang, Zhang and Wei</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>The transverse momentum distributions of deuterons and anti-deuterons in Au &#x2b; Au collisions at <inline-formula id="inf2">
<mml:math id="m2">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
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</mml:msub>
</mml:mrow>
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</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV with different centralities are studied within the framework of the UrQMD model combined with the conventional phase-space coalescence model. A strong reversed correlation between <italic>R</italic>
<sub>0</sub> (the maximal relative distances between hadrons) and <italic>P</italic>
<sub>0</sub> (the maximal relative momentum between hadrons) can be seen. It is also time-dependent. The number of particles generated are inconsistent with experimental data for 40, &#x2212;,60% and 60, &#x2212;,80% centralities because deuterons have plenty of time to react with other particles, this effect becomes more obvious with the decrease of beam energy. Our results can quantitatively describe the STAR data for 0, &#x2212;,10%, 10, &#x2212;,20% and 20, &#x2212;,40% centralities.</p>
</abstract>
<kwd-group>
<kwd>transverse momentum distributions</kwd>
<kwd>UrQMD model</kwd>
<kwd>coalescence</kwd>
<kwd>heavy-ion collisions</kwd>
<kwd>Au&#x2b;Au collisions</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>A great opportunity to explore the properties of strongly interacting substances at extreme densities and temperatures was provided by heavy-ion collisions (HICs) at ultra-relativistic energies [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>]. More investigation is warranted about the generation mechanism of the particles and fragments in the ultra-relativistic HICs, as it may provide important information on the quantum chromodynamics (QCD) phase transition from quark-gluon plasma (QGP) to hadron gas (HG) [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>]. In the past 2&#xa0;decades, many experiments have been carried out at the Relativistic Heavy Ion Collider (RHIC) near the critical energy for the transition from hadronic matter to QGP [<xref ref-type="bibr" rid="B8">8</xref>]. The theoretical studies on the production of particles and anti-particles are been going on for years, for example, the coalescence model, thermal model and transport models [<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>]. In particular, the study of transport phenomena is very important for understanding many fundamental properties [<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>]. The transverse momentum spectrum of particles produced in high-energy collisions is of great research value because it can provide us with key information about the dynamic freezing state of the interacting system [<xref ref-type="bibr" rid="B24">24</xref>]. In the dynamic freezing stage, the effective temperature is not the actual temperature, which describes the sum of the excitation degree of the interacting system and the influence of the lateral flow [<xref ref-type="bibr" rid="B25">25</xref>].</p>
<p>The underlying mechanism for the generation of light (anti-) nuclei in relativistic heavy ion collisions is still under investigation. The traditional phase space polymerization method can be widely applied to HICs in large beam energy range [<xref ref-type="bibr" rid="B26">26</xref>]. It is of great significance to study deuteron generation at RHIC energy using the traditional coalescence model. In addition, there is a strong correlation between the particle&#x2019;s coordinates and momentum, and this correlation varies over time. Therefore, the time evolution of the parameter set (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) needs to be scanned within a reasonable range so that the coalescence process produces the same yield [<xref ref-type="bibr" rid="B26">26</xref>]. From these experiments, the effect of coalescent parameters on the (anti-)deuteron and its transverse momentum distribution can be observed. The inverse law correlation between <italic>R</italic>
<sub>0</sub> and <italic>P</italic>
<sub>0</sub> should be described in detail in the third section.</p>
<p>In this paper, the Ultra-relativistic Quantum Molecular Dynamics (UrQMD) transport model is adopted to produce the transverse momentum distributions of (anti-)deuterons in Au &#x2b; Au collisions at <inline-formula id="inf3">
<mml:math id="m3">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV, and comparisons were made with experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>]. The main purpose of this work is to study different reaction mechanisms of Au &#x2b; Au collisions at <inline-formula id="inf4">
<mml:math id="m4">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV, such as the effect of coordinate space and momentum space correlation on deuteron and anti-deuteron yields. In the calculation, hadrons with relative distances less than <italic>R</italic>
<sub>0</sub> and relative momentum less than <italic>P</italic>
<sub>0</sub> are considered to belong to a cluster.</p>
</sec>
<sec id="s2">
<title>2 Ultra-relativistic quantum molecular dynamics transport model and the coalescence model</title>
<sec id="s2-1">
<title>2.1 The UrQMD model</title>
<p>The UrQMD model is a microscopic multi-body transport method that can be used to study proton-proton (pp), proton-nucleus (pA) and nucleon-nucleus (AA) interactions in the energy range from SIS to LHC. The transport model is based on covariant propagation of color strings, constituent quarks, and double quarks (as string ends) with meson and baryon degrees of freedom [<xref ref-type="bibr" rid="B28">28</xref>]. It can combine different reaction mechanisms and give theoretical simulation results of various experimental observations. In this model, by introducing the formation time of hadrons produced by string fragments, the degree of freedom of subhadrons is entered [<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B31">31</xref>]. They predominate in the early stages of heavy ion collisions (HICs) with high SPS and RHIC energies.</p>
<p>The UrQMD model and quantum molecular dynamics (QMD) model are based on the parallel principle: hadrons are represented by Gaussian wave packets in phase space, and the phase space of hadrons propagates according to Hamiltonian equations of motion [<xref ref-type="bibr" rid="B32">32</xref>],<disp-formula id="e1">
<mml:math id="m5">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>&#x20d7;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
<mml:mo>&#x307;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>H</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>&#x20d7;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mspace width="28.45274pt"/>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>&#x20d7;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
<mml:mo>&#x307;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>H</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>&#x20d7;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:math>
<label>(1)</label>
</disp-formula>Here, <inline-formula id="inf5">
<mml:math id="m6">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>&#x20d7;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf6">
<mml:math id="m7">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>&#x20d7;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> are the coordinate and momentum of the hadron <italic>i</italic>, respectively. The Hamiltonian <italic>H</italic> consists of the kinetic energy <italic>T</italic> and the effective interaction potential energy <italic>U</italic>,<disp-formula id="e2">
<mml:math id="m8">
<mml:mi>H</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>T</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>U</mml:mi>
<mml:mo>.</mml:mo>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>This microscopic transport approach simulates multiple interactions of in-going and newly produced particles, the excitation and fragmentation of color strings and the formation and decay of hadronic resonances. For higher energies, the treatment of subhadronic degrees of freedom is very important. In the current model, these degrees of freedom enter by introducing the formation time of hadrons produced by string fragments. The phase transition to the quark-gluon state is not explicitly incorporated into the model dynamics. However, a detailed analysis of the model in equilibrium state gives an effective Hagedorn type equation of state [<xref ref-type="bibr" rid="B33">33</xref>].</p>
<p>In this paper, we mainly study the effect of the correlations between coordinate and momentum spaces on the yields and the transverse momentum distribution of deuteron and anti-deuteron with the cascade mode in the RHIC energy region. In the nextwork, we will focus on the influence of potential on production of light particles in this energy region.</p>
</sec>
<sec id="s2-2">
<title>2.2 The coalescence model</title>
<p>The coalescence model describes the formation of hadronic clusters in the kinetic freeze-out stage of a heavy-ion collision. A pair of final (anti-) nucleons with similar momentum can merge to form a deuteron or anti-deuteron with total momentum <italic>P</italic> [<xref ref-type="bibr" rid="B34">34</xref>]. In the calculation, we use a conventional phase space clustering model [<xref ref-type="bibr" rid="B35">35</xref>] to construct clusters, in which hadrons with relative distances less than <italic>R</italic>
<sub>0</sub> and relative momentum less than <italic>P</italic>
<sub>0</sub> are considered to belong to a cluster. As a rule of thumb, the parameter set (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) can be selected in the range of (3-4&#xa0;fm, 0.25&#x2013;0.35 GeV/<italic>c</italic>) to describe the experimental data of HICs [<xref ref-type="bibr" rid="B26">26</xref>]. In this article, we will investigate the effects of different set of <italic>R</italic>
<sub>0</sub> and <italic>P</italic>
<sub>0</sub> on the yield of (anti-)deuteron over the evolutional time.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Time evolution and transverse momentum distributions of the production of (Anti-)deuterons</title>
<sec id="s3-1">
<title>3.1 The time evolution of (anti-)deuterons</title>
<p>The time dependence of the production of (anti-)deuterons in the mid-rapidity (&#x7c;<italic>y</italic>&#x7c; &#x3c; 0.3) for 0, &#x2212;,10% centrality should be considered since they might be produced by different mechanisms. The time evolution of the yield of (anti-)deuterons at <inline-formula id="inf7">
<mml:math id="m9">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, <xref ref-type="fig" rid="F2">Figure 2</xref> and <xref ref-type="fig" rid="F3">Figure 3</xref>, respectively. The blue area represents the range of experimental data. In the view ranges of <italic>R</italic>
<sub>0</sub> and <italic>P</italic>
<sub>0</sub>, it is clear that too many deuterons are produced before 40 fm/<italic>c</italic> at <inline-formula id="inf8">
<mml:math id="m10">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5 and at 62.4 GeV, which are unstable and will subsequently fission. In the meantime, too many anti-deuterons are produced before 50 fm/c. If we select parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) (3.8&#xa0;fm, 0.3 GeV/<italic>c</italic>), the data can be well described. For <inline-formula id="inf9">
<mml:math id="m11">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV, the parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) (3.575&#xa0;fm, 0.285 GeV/<italic>c</italic>) can be selected. These parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) are commonly used by researchers and are appropriate for this study [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B26">26</xref>].</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Time evolution of <italic>R</italic>
<sub>0</sub>-<italic>P</italic>
<sub>0</sub> contour plots of (anti-)deuteron from the central Au &#x2b; Au collisions at <inline-formula id="inf10">
<mml:math id="m12">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5&#xa0;GeV. The blue areas represent the range of experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>].</p>
</caption>
<graphic xlink:href="fphy-10-971407-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Time evolution of <italic>R</italic>
<sub>0</sub>-<italic>P</italic>
<sub>0</sub> contour plots of (anti-)deuteron from the central Au &#x2b; Au collisions at <inline-formula id="inf11">
<mml:math id="m13">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 62.4&#xa0;GeV. The blue areas represent the range of experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>].</p>
</caption>
<graphic xlink:href="fphy-10-971407-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Time evolution of <italic>R</italic>
<sub>0</sub>-<italic>P</italic>
<sub>0</sub> contour plots of (anti-)deuteron from the central Au &#x2b; Au collisions at <inline-formula id="inf12">
<mml:math id="m14">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV. The blue areas represent the range of experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>].</p>
</caption>
<graphic xlink:href="fphy-10-971407-g003.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F4">Figure 4</xref> show the yields of (anti-)deuterons as the time evolution in the 0, &#x2212;,10% centrality Au &#x2b; Au collisions at <inline-formula id="inf13">
<mml:math id="m15">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV at mid-rapidity (&#x7c;<italic>y</italic>&#x7c; &#x3c; 0.3). The red lines are the results calculated from the cascade mode of UrQMD model. The shaded bands are the experimental data. It can be found that the stopping times should be 50 fm/<italic>c</italic> for deuterons and 60 fm/<italic>c</italic> for anti-deuterons for <inline-formula id="inf14">
<mml:math id="m16">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5 and 62.4 GeV, and the corresponds stopping times for <inline-formula id="inf15">
<mml:math id="m17">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV should be 30 fm/<italic>c</italic> for deuterons and 45 fm/<italic>c</italic> for anti-deuterons. Therefore, these stopping times are adopted in the following calculations. From <xref ref-type="fig" rid="F4">Figure 4</xref>, one can also find that the deuterons produced at the lower energies need a longer time to be spatially separated [<xref ref-type="bibr" rid="B36">36</xref>].</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The yields of (anti-)deuterons as the time evolution in Au &#x2b; Au collisions at <inline-formula id="inf16">
<mml:math id="m18">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV at mid-rapidity (&#x7c;<italic>y</italic>&#x7c; &#x3c; 0.3) for 0, &#x2212; ,10% centrality. The lines are the calculations under certain conditions (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>). The shaded bands are the corresponding experimental data which taken from the STAR Collaboration [<xref ref-type="bibr" rid="B27">27</xref>]. The dash lines are orientation lines.</p>
</caption>
<graphic xlink:href="fphy-10-971407-g004.tif"/>
</fig>
<p>The scanning of <italic>R</italic>
<sub>0</sub> and <italic>P</italic>
<sub>0</sub> located in the colored regions of <xref ref-type="fig" rid="F1">Figure 1</xref>, <xref ref-type="fig" rid="F2">Figure 2</xref> and <xref ref-type="fig" rid="F3">Figure 3</xref> is useful because they are reliable in the (anti-) deuteron data description of the mid-rapidity region. It is clear that the (anti-)deuteron production rate of RHIC can be well described by the cooperative method of UrQMD &#x2b; coalescence if the UrQMD stop times are properly combined and the parameter set of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) in the coalescence is chosen.</p>
</sec>
<sec id="s3-2">
<title>3.2 Transverse momentum distributions of (anti-)deuterons</title>
<p>
<xref ref-type="fig" rid="F5">Figures 5</xref>&#x2013;<xref ref-type="fig" rid="F7">7</xref> show the transverse momentum spectra for deuterons at mid-rapidity (&#x7c;<italic>y</italic>&#x7c; &#x3c; 0.3) in Au &#x2b; Au collisions at <inline-formula id="inf17">
<mml:math id="m19">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV with 0, &#x2212;,10%, 10, &#x2212;,20%, 20, &#x2212;,40%, 40, &#x2212;,60% and 60, &#x2212;,80% centralities. The signs &#x2b; lines are the results calculated from the cascade mode of the UrQMD model, and the circles are the experimental data. It is found that the calculated results of UrQMD model agree well with the experimental data except for <inline-formula id="inf18">
<mml:math id="m20">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5&#xa0;GeV at the 40, &#x2212;,60% and 60, &#x2212;,80% centralities. At <inline-formula id="inf19">
<mml:math id="m21">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5&#xa0;GeV for the 40, &#x2212;,60% and 60, &#x2212;,80% centralities, most of our calculations are lower than the experimental data. We know that the deuterons produced at large impact parameter have plenty of time to react with other particles [<xref ref-type="bibr" rid="B36">36</xref>], and some of observed deuterons come from the nuclear fragments [<xref ref-type="bibr" rid="B27">27</xref>]. The impact of this effect will be further studied.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>In the <inline-formula id="inf20">
<mml:math id="m22">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5&#xa0;GeV Au &#x2b; Au collisions, 0, &#x2212; ,10%, 10, &#x2212; ,20%, 20, &#x2212; ,40%, 40, &#x2212; ,60% and 60, &#x2212; ,80% centrality in <italic>t</italic> &#x3d; 50<italic>fm</italic>/<italic>c</italic> in the deuteron transverse momentum spectrum. Calculations are represented by signs &#x2b; lines. Experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>] are represented as circles. The parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) is (3.8&#xa0;fm, 0.3 GeV/<italic>c</italic>).</p>
</caption>
<graphic xlink:href="fphy-10-971407-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>In the <inline-formula id="inf21">
<mml:math id="m23">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 62.4&#xa0;GeV Au &#x2b; Au collisions, 0, &#x2212; ,10%, 10, &#x2212; ,20%, 20, &#x2212; ,40%, 40, &#x2212; ,60% and 60, &#x2212; ,80% centrality in <italic>t</italic> &#x3d; 50<italic>fm</italic>/<italic>c</italic> in the deuteron transverse momentum spectrum. Calculations are represented by signs &#x2b; lines. Experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>] are represented as circles. The parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) is (3.8&#xa0;fm, 0.3 GeV/<italic>c</italic>).</p>
</caption>
<graphic xlink:href="fphy-10-971407-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>In the <inline-formula id="inf22">
<mml:math id="m24">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV Au &#x2b; Au collisions, 0, &#x2212; ,10%, 10, &#x2212; ,20%, 20, &#x2212; ,40%, 40, &#x2212; ,60% and 60, &#x2212; ,80% centrality in <italic>t</italic> &#x3d; 30<italic>fm</italic>/<italic>c</italic> in the deuteron transverse momentum spectrum. Calculations are represented by signs &#x2b; lines. Experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>] are represented as circles. The parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) is (3.575&#xa0;fm, 0.285 GeV/<italic>c</italic>).</p>
</caption>
<graphic xlink:href="fphy-10-971407-g007.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F8">Figures 8</xref>&#x2013;<xref ref-type="fig" rid="F10">10</xref> show the transverse momentum spectra for anti-deuterons at mid-rapidity (&#x7c;<italic>y</italic>&#x7c; &#x3c; 0.3) in Au &#x2b; Au collisions at <inline-formula id="inf23">
<mml:math id="m25">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV for 0, &#x2212;,10%, 10, &#x2212;,20%, 20, &#x2212;,40%, 40, &#x2212;,60% and 60, &#x2212;,80% centralities. The signs &#x2b; lines are our calculated results using the UrQMD model with cascade mode shown in the every panel. The circles are the experimental data. It is found that the calculations of the UrQMD model are in keeping with the experimental data well at <inline-formula id="inf24">
<mml:math id="m26">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV. At <inline-formula id="inf25">
<mml:math id="m27">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5&#xa0;GeV, due to anti-deuterons are mainly produced in fireball shells, and the antideuterons produced have a low probability of interacting with other particles, the transverse momentum spectra of anti-deuterons is more. Since the relative suppression of anti-nucleons recedes with increasing energy, anti-deuterons can form much closer to the fireball center. Deuteron and antideuteron formation have the same geometry at energies around <inline-formula id="inf26">
<mml:math id="m28">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV [<xref ref-type="bibr" rid="B34">34</xref>]. Therefore, the theoretical calculation results can describe the experimental data well at <inline-formula id="inf27">
<mml:math id="m29">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>In the <inline-formula id="inf28">
<mml:math id="m30">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5&#xa0;GeV Au &#x2b; Au collisions, 0, &#x2212; ,10%, 10, &#x2212; ,20%, 20, &#x2212; ,40%, 40, &#x2212; ,60% and 60, &#x2212; ,80% centrality in <italic>t</italic> &#x3d; 60<italic>fm</italic>/<italic>c</italic> in the anti-deuteron transverse momentum spectrum. Calculations are represented by signs &#x2b; lines. Experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>] are represented as circles. The parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) is (3.8&#xa0;fm, 0.3 GeV/<italic>c</italic>).</p>
</caption>
<graphic xlink:href="fphy-10-971407-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>In the <inline-formula id="inf29">
<mml:math id="m31">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 62.4&#xa0;GeV Au &#x2b; Au collisions, 0, &#x2212; ,10%, 10, &#x2212; ,20%, 20, &#x2212; ,40%, 40, &#x2212; ,60% and 60, &#x2212; ,80% centrality in <italic>t</italic> &#x3d; 60<italic>fm</italic>/<italic>c</italic> in the anti-deuteron transverse momentum spectrum. Calculations are represented by signs &#x2b; lines. Experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>] are represented as circles. The parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) is (3.8&#xa0;fm, 0.3 GeV/<italic>c</italic>).</p>
</caption>
<graphic xlink:href="fphy-10-971407-g009.tif"/>
</fig>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>In the <inline-formula id="inf30">
<mml:math id="m32">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV Au &#x2b; Au collisions, 0, &#x2212; ,10%, 10, &#x2212; ,20%, 20, &#x2212; ,40%, 40, &#x2212; ,60% and 60, &#x2212; ,80% centrality in <italic>t</italic> &#x3d; 45<italic>fm</italic>/<italic>c</italic> in the anti-deuteron transverse momentum spectrum. Calculations are represented by signs &#x2b; lines. Experimental data from the STAR collaboration [<xref ref-type="bibr" rid="B27">27</xref>] are represented as circles. The parameter sets of (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) is (3.575&#xa0;fm, 0.285 GeV/<italic>c</italic>).</p>
</caption>
<graphic xlink:href="fphy-10-971407-g010.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Summary and outlook</title>
<p>In conclusion, we give the time evolution of the (anti-) deuteron in 0, &#x2212;,10% center Au &#x2b; Au collisions at <inline-formula id="inf31">
<mml:math id="m33">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV with the UrQMD model combined with the coalescence. In the coalescence process, the values of the (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) parameter set are surveyed in the ranges (3-4&#xa0;<italic>fm</italic>, 0.25&#x2013;0.35 GeV/<italic>c</italic>) to describe the experimental data. It is found that there exits a strong reversed correlation between <italic>R</italic>
<sub>0</sub> and <italic>P</italic>
<sub>0</sub> and it is time-dependent. For deuterons, the accepted (<italic>R</italic>
<sub>0</sub>, <italic>P</italic>
<sub>0</sub>) band in the time period 20&#x2013;50 fm/<italic>c</italic>, while for anti-deuterons, the time evolution of the need is greater than 50 fm/<italic>c</italic> for <inline-formula id="inf32">
<mml:math id="m34">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5 GeV, 60 fm/<italic>c</italic> for <inline-formula id="inf33">
<mml:math id="m35">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 62.4 GeV and 35 fm/<italic>c</italic> for <inline-formula id="inf34">
<mml:math id="m36">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 200&#xa0;GeV. Otherwise, smaller <italic>R</italic>
<sub>0</sub> and <italic>P</italic>
<sub>0</sub> values should be selected. In addition, we also have presented the transverse momentum distributions of (anti-)deuterons for 0, &#x2212;,10%, 10, &#x2212;,20%, 20, &#x2212;,40%, 40, &#x2212;,60% and 60, &#x2212;,80% centralities collisions. The results show that the UrQMD &#x2b; coalescence method can describe the variation experimental data of STAR Collaboration well at <inline-formula id="inf35">
<mml:math id="m37">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5, 62.4 and 200&#xa0;GeV. The transverse momentum spectra of (anti-)deuterons at <inline-formula id="inf36">
<mml:math id="m38">
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:math>
</inline-formula> &#x3d; 14.5&#xa0;GeV are inconsistent with experimental data for 40, &#x2212;,60% and 60, &#x2212;,80% centralities, since deuterons have plenty of time to react with other particles, and this phenomenon will become more obvious with the collision energy decreasing. At low collision energies, the emission source size of anti-deuteron is larger than that of deuteron. But the influence mechanism of the spatial separation have yet to be studied in depth, and related work is in progress.</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>Conceptualization, XZ; formal analysis, ZH; writing&#x2014;original draft, YY; writing&#x2014;review editing, XW.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the Natural Science Foundation of Guangxi Zhuangzu Autonomous Region of China under Grant Nos. 2021GXNSFAA196052, the Introduction of Doctoral Starting Funds of Scientific Research of Guangxi University of Chinese Medicine under Grant Nos. 2018BS024, and the Open Project of Guangxi Key Laboratory of Nuclear Physics and Nuclear Technology, No. NLK2020-03.</p>
</sec>
<ack>
<p>We are grateful to the C3S2 computing center in Huzhou University for calculation support. We thank Qingfeng Li and Pengcheng Li for valuable suggestions.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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