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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">860708</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2022.860708</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of Grain Structure on the Failure Mechanism of Cu/Cu<sub>3</sub>Sn Investigated <italic>Via</italic> Molecular Dynamic Simulations</article-title>
<alt-title alt-title-type="left-running-head">Zhang et al.</alt-title>
<alt-title alt-title-type="right-running-head">Investigation of Cu/Cu<sub>3</sub>Sn Interfacial Strength</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Jicheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1496848/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jiang</surname>
<given-names>Zhitao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1708223/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Yuanxiang</given-names>
</name>
<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/1469882/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Mechanical and Electrical Engineering</institution>, <institution>China Jiliang University</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of Mechanical Engineering</institution>, <institution>Quzhou University</institution>, <addr-line>Quzhou</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/1397516/overview">Chuantong Chen</ext-link>, Osaka University, Japan</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/120630/overview">Abu Zayed M. Saliqur Rahman</ext-link>, Intelligent Actuator Incorporation, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/410728/overview">Kim S. Siow</ext-link>, National University of Malaysia, Malaysia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yuanxiang Zhang, <email>zhangyx@qzc.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Semiconducting Materials and Devices, a section of the journal Frontiers in Materials</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>860708</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zhang, Jiang and Zhang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zhang, Jiang and Zhang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The grain structure has a great influence on the mechanical reliability of miniaturized interconnect circuits. Under the working conditions, Cu<sub>3</sub>Sn will be the main intermetallic compound that forms during electromigration and the thermal ageing process, which can easily induce cracks between Cu<sub>3</sub>Sn and the copper pad. This paper investigated the effect of the Cu grain structure on the Cu<sub>3</sub>Sn/Cu interface reliability <italic>via</italic> molecular dynamic simulations. Single-crystal Cu, twin-crystal Cu, and polycrystalline Cu models were implemented to form the interface structure, and uniaxial tension simulations were performed at strain rates of 0.01, 0.1, and 0.5%&#xa0;ps<sup>&#x2212;1</sup> to evaluate the interfacial strength and interface failure mechanism. Results show that the polycrystalline Cu models always exhibits a lower degree of stress and shows a great ductile character. The existence of twin grain boundaries makes Cu layer more stable, and their failure processes are dominated by stair-rod type dislocations with a Burgers vector of 1/6 [110] instead of Shockley dislocations with a Burgers vector of 1/6 [112], which induce their interface models fail in Cu<sub>3</sub>Sn layer near the interface. The strain rate dependence mechanical character of both interface and grains would be the main reason of phenomenon for the difference failure character affected by grain structure and strain rate.</p>
</abstract>
<kwd-group>
<kwd>grain orientation</kwd>
<kwd>intermetallic compound</kwd>
<kwd>interface strength</kwd>
<kwd>molecular dynamic simulation</kwd>
<kwd>MEAM potential</kwd>
<kwd>dislocation evolution</kwd>
</kwd-group>
<contract-num rid="cn001">51605252</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The increasing demand of electronic products requires highly miniaturized integrated circuits (ICs). These ICs cause the chip integration density to grow sharply and lead to a higher current density in the solder joints, which will induce the phenomenon of electromigration (EM) and an enhanced formation of intermetallic compound (IMCs) in the solder joints. For the widely used Sn-Ag-Cu (SAC) series of solder, Cu atoms in Cu pads and Sn atoms in SAC solder joints may combine together to form layer-shaped IMCs (mainly Cu<sub>3</sub>Sn and Cu<sub>6</sub>Sn<sub>5</sub>) during EM and the thermal ageing process. As miniaturized solder joints contain only several large bulk grains, the performance of the solder grains and IMCs has a great effect on the solder reliability, which has attracted great attention from the research community (<xref ref-type="bibr" rid="B11">Hau-Riege and Thompson, 2001</xref>). At the working temperature and current density, the dominant failure mode under EM is the mechanical-loading-induced crack initiation and extension, and experimental results have shown that the most common IMC is Cu<sub>3</sub>Sn under such working conditions (<xref ref-type="bibr" rid="B33">Zhang et al., 2015</xref>). Cu<sub>3</sub>Sn has great prospect in power electronic device applications due to its high melting temperature (<xref ref-type="bibr" rid="B15">Liu et al., 2020</xref>), and the solder joints with the interfacial structure of Cu/Cu<sub>3</sub>Sn/Cu is thought to be a substitute due to the ability of servicing under high temperature (<xref ref-type="bibr" rid="B32">Yao et al., 2017</xref>). While for this kind of structure, cracks can easily form between Cu<sub>3</sub>Sn and Cu (<xref ref-type="bibr" rid="B26">Tseng et al., 2010</xref>), or within Cu<sub>3</sub>Sn (<xref ref-type="bibr" rid="B31">Yao et al., 2019</xref>), which affects the reliability of the solder joints. Thus, it is important to investigate the mechanical reliability of the Cu<sub>3</sub>Sn/Cu interface.</p>
<p>Due to IC manufacturing, the Cu pad always contains heterogeneous bulk single grains or polycrystalline Cu (<xref ref-type="bibr" rid="B12">Hu et al., 2007</xref>), and the mechanical properties vary depending on the grain structure. It is possible to control the grain orientation and distribution in crystalline materials (<xref ref-type="bibr" rid="B25">Todaro et al., 2020</xref>) for the purpose of improving the reliability of packaging. Works about mechanical properties of Cu and Cu3Sn with different combination of grain structure and orientation have been reported by experimental research separately (<xref ref-type="bibr" rid="B30">Yang et al., 2017</xref>; <xref ref-type="bibr" rid="B13">Juang et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Shen et al., 2022</xref>), both of them show the great difference between them. while the manner in which the grain structure could affect the reliability of the interface between the pad and the solder joints is an important research topic in advanced electronic packaging (<xref ref-type="bibr" rid="B35">Zhang et al., 2018</xref>). The development of the molecular dynamics (MD) theory has enabled the microscale simulation of phenomena regarding the influence of the degree of crystallinity on the interface reliability (<xref ref-type="bibr" rid="B34">Zhang and Asle Zaeem, 2018</xref>), and uniaxial tension simulations can be used to evaluate the mechanical properties of materials (<xref ref-type="bibr" rid="B6">Cheng et al., 2012</xref>; <xref ref-type="bibr" rid="B17">Mackenchery et al., 2016</xref>). In this work, the mechanical reliability of the Cu<sub>3</sub>Sn/Cu interface is investigated through MD tension simulations.</p>
<p>The significant differences in the mechanical properties between single crystal and polycrystalline Cu (<xref ref-type="bibr" rid="B16">Liu et al., 2005</xref>; <xref ref-type="bibr" rid="B20">Qiu et al., 2017</xref>) affect the reliability of the Cu<sub>3</sub>Sn/Cu interface considerably. On the other hand, nanotwinned Cu has many unique mechanical characteristics, which can have a dramatic effect on the solder reliability (<xref ref-type="bibr" rid="B9">Fu et al., 2018</xref>). Furthermore, the (111) grain orientation has been proved to be beneficial in improving EM (<xref ref-type="bibr" rid="B7">Cheng et al., 2018</xref>). Hence, models based on single-grain Cu, twin-crystal Cu with (111) twin grain interface, and polycrystalline Cu were implemented and compared. Additionally, three different strain rates were applied to the interface models to evaluate the interface strength and strain rate response under uniaxial tension. Finally, the failure mechanism of the Cu<sub>3</sub>Sn/Cu interface structure was analyzed from an atomic perspective.</p>
</sec>
<sec id="s2">
<title>Simulation Details</title>
<p>The MD simulations were performed using a Large-scale Atomic/Molecular Massively Parallel Simulator (LAMMPS) (<xref ref-type="bibr" rid="B19">Plimpton, 1995</xref>). The modified embedded atom method (MEAM) interatomic potential was used to describe the interactions between the Cu and Sn atoms. The MEAM interatomic potential has obtained good results in many fields (<xref ref-type="bibr" rid="B29">Xu and Kim, 2019</xref>; <xref ref-type="bibr" rid="B4">Attarian and Xiao, 2022</xref>). The parameters of the MEAM potential and the lattice structure of Cu<sub>3</sub>Sn and Cu can be found in Refs. (<xref ref-type="bibr" rid="B5">Baskes et al., 1994</xref>; <xref ref-type="bibr" rid="B1">Aguilar et al., 2000</xref>; <xref ref-type="bibr" rid="B6">Cheng et al., 2012</xref>). and are shown in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Parameters of the MEAM potential used in the LAMMPS.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">
<italic>E</italic>
<sub>c</sub> (eV)</th>
<th align="center">
<italic>r</italic>
<sub>0</sub> (&#xc5;)</th>
<th align="center">
<italic>&#x391;</italic>
</th>
<th align="center">
<italic>A</italic>
</th>
<th align="center">
<italic>&#x3b2;</italic>(0)</th>
<th align="center">
<italic>&#x3b2;</italic>(1)</th>
<th align="center">
<italic>&#x3b2;</italic>(2)</th>
<th align="center">
<italic>&#x3b2;</italic>(3)</th>
<th align="center">
<italic>t</italic> (1)</th>
<th align="center">
<italic>t</italic> (2)</th>
<th align="center">
<italic>t</italic> (3)</th>
<th align="center">
<italic>&#x3c1;</italic>
<sub>0</sub>
</th>
<th align="center">Ibar</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Sn</td>
<td align="char" char=".">3.08</td>
<td align="char" char=".">3.44</td>
<td align="char" char=".">6.20</td>
<td align="char" char=".">1.0</td>
<td align="char" char=".">6.2</td>
<td align="char" char=".">6.0</td>
<td align="char" char=".">6.0</td>
<td align="char" char=".">6.0</td>
<td align="char" char=".">4.5</td>
<td align="char" char=".">6.5</td>
<td align="char" char=".">-0.183</td>
<td align="char" char=".">0.7</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">Cu</td>
<td align="char" char=".">3.62</td>
<td align="char" char=".">2.50</td>
<td align="char" char=".">5.11</td>
<td align="char" char=".">1.07</td>
<td align="char" char=".">3.62</td>
<td align="char" char=".">2.2</td>
<td align="char" char=".">6.0</td>
<td align="char" char=".">2.2</td>
<td align="char" char=".">3.14</td>
<td align="char" char=".">2.49</td>
<td align="char" char=".">2.95</td>
<td align="char" char=".">1.0</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">Cu<sub>3</sub>Sn</td>
<td align="char" char=".">3.50</td>
<td align="char" char=".">2.68</td>
<td align="char" char=".">5.38</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The crystal structure of Cu<sub>3</sub>Sn was reported by Watanabe et al. (<xref ref-type="bibr" rid="B28">Watanabe et al., 1983</xref>) that it is a hexagonal close-packed Cu<sub>3</sub>Ti-type transition-metal IMC. Villars and Calvet (<xref ref-type="bibr" rid="B27">Villars and Calvet, 1985</xref>) gave the complete description of the atomic positions within the crystal structure of Cu<sub>3</sub>Sn. its structure could be treated as a supercell consisted by eight atoms with orthorhombic symmetry (space group Pmmn), which was proved to have a better measurement from crystallographic studies (<xref ref-type="bibr" rid="B18">Pang et al., 2008</xref>). In order to validate the accuracy of MEAM interatomic potentials used for the Cu<sub>3</sub>Sn structure, the orthorhombic elastic constants of Cu<sub>3</sub>Sn was calculated by applying a strain field to the simulation cell, as shown in <xref ref-type="table" rid="T2">Table 2</xref>. It can be seen our MD results are in good agreement with the ab initio calculations.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>The isotropic elastic constants of Cu<sub>3</sub>Sn polycrystalline IMC by this work, ab inito calculations, and with long period lattice structure (unit: GPa).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">C<sub>11</sub>
</th>
<th align="center">C<sub>22</sub>
</th>
<th align="center">C<sub>33</sub>
</th>
<th align="center">C<sub>12</sub>
</th>
<th align="center">C<sub>13</sub>
</th>
<th align="center">C<sub>23</sub>
</th>
<th align="center">C<sub>44</sub>
</th>
<th align="center">C<sub>55</sub>
</th>
<th align="center">C<sub>66</sub>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">This Work</td>
<td align="center">176</td>
<td align="center">197</td>
<td align="center">209</td>
<td align="center">76</td>
<td align="center">92</td>
<td align="center">79</td>
<td align="center">27</td>
<td align="center">28</td>
<td align="center">43</td>
</tr>
<tr>
<td align="left">Ab initio <xref ref-type="bibr" rid="B18">Pang et al. (2008)</xref>
</td>
<td align="center">154</td>
<td align="center">173</td>
<td align="center">148</td>
<td align="center">78</td>
<td align="center">76</td>
<td align="center">95</td>
<td align="center">50</td>
<td align="center">44</td>
<td align="center">55</td>
</tr>
<tr>
<td align="left">Ab initio <xref ref-type="bibr" rid="B3">An et al. (2008)</xref>
</td>
<td align="center">207</td>
<td align="center">226</td>
<td align="center">194</td>
<td align="center">93</td>
<td align="center">94</td>
<td align="center">94</td>
<td align="center">58</td>
<td align="center">47</td>
<td align="center">57</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>For the problems discussed in this domain, to better describe the different grain structures of Cu, single-crystal Cu, twin-crystal Cu, and polycrystalline Cu as the pad layer were investigated. Two types of twin copper models with one twin grain boundary (has two grains) and four twin grain boundaries (has five grains) were built with the (111) surface as the twin plane to study the effect of grain size. Furthermore, the polycrystalline Cu model contained 10 grains with random orientation. Both of these four types of Cu combine with single-crystal Cu<sub>3</sub>Sn to form the interface structure for the axial tension simulations; the interface consisted of the (001) surface of Cu<sub>3</sub>Sn combined with the (112) surface of single-crystal Cu and twin-crystal Cu. The total size of the interface structure built for the MD simulations was 110.58 &#xd7; 90.6 &#xd7; 180.72&#xa0;&#xc5; with the same heights of Cu and Cu<sub>3</sub>Sn, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Molecular models of the interface between Cu<sub>3</sub>Sn and Cu with different grain structures: <bold>(A)</bold> single-crystal Cu, <bold>(B)</bold> twin-crystal Cu with one twin grain boundary, <bold>(C)</bold> twin-crystal Cu with four twin grain boundaries, and <bold>(D)</bold> polycrystalline Cu.</p>
</caption>
<graphic xlink:href="fmats-09-860708-g001.tif"/>
</fig>
<p>For the axial tension simulations performed in this study, asymmetric boundary conditions were used in each direction. The Cu<sub>3</sub>Sn and Cu layers were placed next to each other at a distance of 3&#xa0;&#xc5;, and all structures were then equilibrated to obtain the balanced models, structures were preheated from 100 to 300&#xa0;K for 50&#xa0;ps under the condition of NVE (constant Number of atoms, Volume and Energy) with a berendsen thermostat. After that 34.6&#xa0;&#xc5; for both edges along z-axial of models were set as rigid bodies; then, uniform velocities at strain rates of 0.01, 0.1, and 0.5%&#xa0;ps<sup>&#x2212;1</sup> were applied to the rigid region of Cu<sub>3</sub>Sn along the direction perpendicular to the interface. Virial stress was used to calculate the tensile stress at the atomic level according to (<xref ref-type="bibr" rid="B23">Spearot et al., 2004</xref>; <xref ref-type="bibr" rid="B8">Dandekar and Shin, 2011</xref>), which could be of great help to get the von Mises stress as introduced in (<xref ref-type="bibr" rid="B21">Rahmati et al., 2020</xref>). The expression of virial stress is defined as (<xref ref-type="bibr" rid="B23">Spearot et al., 2004</xref>):<disp-formula id="e1">
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<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msup>
<mml:mi>N</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:msup>
<mml:mi>N</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:munderover>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="italic">&#x3a0;</mml:mi>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:math>
<label>(2)</label>
</disp-formula>Where the first term within the square brackets in <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> accounts for the force between two atoms, as a function of the potential energy <italic>U</italic>, and the second term accounts for the kinetic contribution to the virial stress. In the above equations, <inline-formula id="inf1">
<mml:math id="m3">
<mml:mrow>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf2">
<mml:math id="m4">
<mml:mrow>
<mml:msubsup>
<mml:mi>v</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf3">
<mml:math id="m5">
<mml:mrow>
<mml:msubsup>
<mml:mi>v</mml:mi>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> are the mass and velocity of the <italic>i</italic>th atom in the <italic>&#x3b1;</italic> and <italic>&#x3b2;</italic> directions respectively; <inline-formula id="inf4">
<mml:math id="m6">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf5">
<mml:math id="m7">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mi>&#x3b2;</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> are <italic>&#x3b1;</italic> and <italic>&#x3b2;</italic> components of total distance <inline-formula id="inf6">
<mml:math id="m8">
<mml:mrow>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> between atoms <italic>i</italic> and <italic>j</italic>. the atomic dipole force tensor <inline-formula id="inf7">
<mml:math id="m9">
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="italic">&#x3a0;</mml:mi>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is averaged over volume that the atom occupies in a unit cell. Then the global stress tensor <inline-formula id="inf8">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is defined as the average over the number of atoms that in the region to be calculated. As the tension simulation was implemented in this paper, virial stress tensor of <inline-formula id="inf9">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mn>33</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was extracted for comparison which is along the loading direction.</p>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<p>After the simulations, virial stress versus displacement curves were extracted for the different cases, as shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. It can be directly seen that the polycrystalline Cu model show a great ductile character under all strain rates, and the maximum stress is considerably lower than that obtained for the other models. Furthermore, the maximum stress obtained for the single-crystal Cu models is slightly larger than that obtained for the twin-crystal Cu models at a strain rate of 0.5%&#xa0;ps<sup>&#x2212;1</sup> (8,150&#xa0;MPa for the single-crystal Cu models and 7,700&#xa0;MPa for the twin-crystal Cu models). However, as the strain rate is reduced to 0.1 and 0.01%&#xa0;ps<sup>&#x2212;1</sup>, this difference decreases, and <xref ref-type="fig" rid="F2">Figure 2</xref> shows that the number of twin grain boundaries does not change significantly as the virial stress exhibits the same trend for all strain rates investigated in this work.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Virial stress&#x2013;displacement curves of the different models at strain rates of <bold>(A)</bold> 0.5%&#xa0;ps<sup>&#x2212;1</sup>, <bold>(B)</bold> 0.1%&#xa0;ps<sup>&#x2212;1</sup>, and <bold>(C)</bold> 0.01%&#xa0;ps<sup>&#x2212;1</sup>.</p>
</caption>
<graphic xlink:href="fmats-09-860708-g002.tif"/>
</fig>
<p>On the other hand, it can be seen from <xref ref-type="fig" rid="F2">Figure 2</xref> that the displacement at which the stress reaches the highest peak for the single-crystal Cu model is always larger than that of the other models for all strain rates. Since the difference in the maximum stress obtained for the single-crystal Cu and twin-crystal Cu models is not large at a low strain rate, we investigated the elastic stage of these two cases. It can be seen that the single-crystal Cu and polycrystalline Cu models are characterized by stress curves that always have the same slope. The same is true for the twin-grain-boundary models. Furthermore, the slope of the stress curve obtained for the twin-grain-boundary models is higher than that obtained for the other two models. At a strain rate of 0.5%&#xa0;ps<sup>&#x2212;1</sup>, the stress curve of the polycrystalline Cu model follows that of the twin-crystal Cu model at first, while, after a small peak, it follows that of the single-crystal Cu model. To investigate the mechanism of this phenomenon, the work of adhesion and dislocation distribution were studied for both cases.</p>
<p>The work of adhesion is typically used to describe the adhesion strength of an interface. In this case, the work of adhesion (<italic>W</italic>
<sub>
<italic>Cu</italic>/<italic>Cu3Sn</italic>
</sub>) was obtained as the energy change when splitting the Cu/Cu<sub>3</sub>Sn interface into the two Cu and Cu<sub>3</sub>Sn surfaces. The value of <italic>W</italic>
<sub>
<italic>Cu</italic>/<italic>Cu3Sn</italic>
</sub> was calculated as follows (<xref ref-type="bibr" rid="B2">AlMotasem et al., 2016</xref>):<disp-formula id="e3">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>u</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>C</mml:mi>
<mml:mi>u</mml:mi>
<mml:mn>3</mml:mn>
<mml:mi>S</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>u</mml:mi>
<mml:mn>3</mml:mn>
<mml:mi>S</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mrow>
<mml:mtext>inter</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:math>
<label>(3)</label>
</disp-formula>where <italic>E</italic>
<sub>
<italic>Cu</italic>
</sub> and <italic>E</italic>
<sub>
<italic>Cu3Sn</italic>
</sub> correspond to the potential energies of Cu and Cu<sub>3</sub>Sn in a system with a free surface, respectively. <italic>E</italic>
<sub>tot</sub> represents the total potential energy of the whole model, and <italic>S</italic>
<sub>inter</sub> is the surface-interactive area of the model. The work of adhesion calculated for both models is shown in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Works of adhesion of the different models.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Single crystal</th>
<th align="center">Twin boundary with two grains</th>
<th align="center">Twin boundaries with five grains</th>
<th align="center">Polycrystal</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Work of adhesion (J/m<sup>2</sup>)</td>
<td align="char" char=".">1.26</td>
<td align="char" char=".">1.27</td>
<td align="char" char=".">1.33</td>
<td align="char" char=".">2.89</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>It can be seen that the work of adhesion between Cu and Cu<sub>3</sub>Sn increases due to the existence of a twin crystal boundary, and more twin crystal boundaries in the same Cu region result in a higher work of adhesion. Considering the maximum stress illustrated in <xref ref-type="fig" rid="F2">Figure 2</xref>, the single-crystal Cu model shows higher stresses than the other models, which appears in contradiction with our previous conclusions. However, it is noteworthy that the work of adhesion obtained for the polycrystalline Cu model is 2.89&#xa0;J/m<sup>2</sup>, which is twice larger than that of the other models, while the maximum stresses at different strain rates are substantially lower than those of the other models. This indicates that the existence of twin crystal boundaries or even ordinary grain boundaries has a great influence on the reliability of the Cu<sub>3</sub>Sn/Cu interface. Thus, the work of adhesion alone cannot explain the reliability of interfaces that contain grain boundaries. Indeed, the mechanical strength of each layer changes considerably in the presence of grain boundaries as these cause a change in the defects in each layer during loading, which directly affects the stress evolution.</p>
<p>To investigate the mechanism of the phenomenon introduced above, the atomic position snapshot for all interface models was extracted at a displacement of 60&#xa0;&#xc5;, where the structures are close to undergoing total failure. Additionally, to derive the defect evolution during the tensile process, the centro-symmetry parameter (CSP) introduced by <xref ref-type="bibr" rid="B14">Kelchner et al. (2011)</xref> was used to visualize the defects (dislocations, stacking faults, and nanotwins) during deformation. The CSP for a given atom is defined as follows:<disp-formula id="e4">
<mml:math id="m13">
<mml:mrow>
<mml:mtext>CSP</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:munderover>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:math>
<label>(4)</label>
</disp-formula>where <italic>N</italic> is the number of nearest neighbors (as Cu has the face-centered cubic (FCC) structure, <italic>N</italic> &#x3d; 12) for the underlying lattice of atoms, and R<sub>
<italic>i</italic>
</sub> and R<sub>
<italic>i</italic>&#x2b;<italic>N</italic>/2</sub> are the vectors corresponding to a specific pair of nearest neighbors opposite to the central atom. For a perfect lattice, the value of CSP is zero, whereas, for the regions characterized by defects or atoms close to the free surfaces, the CSP value is positive. A large CSP value indicates that the symmetry is broken. The OVITO software (<xref ref-type="bibr" rid="B24">Stukowski, 2009</xref>) was used for the CSP analysis and the dislocation extraction algorithm (DXA) (i.e., the dislocation analysis module in the software) was used to visualize the extracted dislocations and the corresponding Burgers vectors, which are indicated by lines in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>CSP and DXA results at a displacement of 60&#xa0;&#xc5; under a strain rate of 0.01%&#xa0;ps<sup>&#x2212;1</sup>: <bold>(2A)</bold> single-crystal Cu, <bold>(B)</bold> twin-crystal Cu with one twin grain boundary, <bold>(C)</bold> twin-crystal Cu with four twin grain boundaries, and <bold>(D)</bold> polycrystalline Cu.</p>
</caption>
<graphic xlink:href="fmats-09-860708-g003.tif"/>
</fig>
<p>It is noticeable from <xref ref-type="fig" rid="F3">Figure 3A</xref> that the degeneration position is located at the Cu layer that is close to the interface for the single-crystal Cu model, while the existence of twin grain boundaries causes the degeneration position to move toward the Cu<sub>3</sub>Sn layer: for the model that contains only one twin boundary, the degeneration position is located at the interface, while when four twin boundaries are considered, the degeneration position is located inside the Cu<sub>3</sub>Sn layer, as shown in <xref ref-type="fig" rid="F3">Figures 3B,C</xref>. Regarding the polycrystalline Cu model, although this model exhibits the maximum work of adhesion, its mechanical strength is lower than that of the other models; thus, the failure of this model is predominantly caused by the collapse of polycrystalline Cu, as shown in <xref ref-type="fig" rid="F3">Figure 3D</xref>. Furthermore, the snapshot shows the great ductile character of this model, which explains why its stress evolution curve has a lower maximum stress than the other models at all strain rates.</p>
<p>The model with one twin grain boundary has a lower work of adhesion than the model with four twin grain boundaries, which indicates that the adhesion between Cu and Cu<sub>3</sub>Sn is weaker; the lower work of adhesion leads to the structure failure at the interface first. By contrast, the maximum stress of the single-crystal Cu model is slightly higher than that of the other models, as shown in <xref ref-type="fig" rid="F2">Figure 2A</xref>; however, this model has the lowest work of adhesion, and its degeneration position is located in the Cu region, not at the interface. Since this phenomenon does not occur at strain rates of 0.1 and 0.01%&#xa0;ps<sup>&#x2212;1</sup>, it may be attributed to the fact that the rate dependence of mechanical properties that affects the atom distribution during deformation. Indeed, <xref ref-type="fig" rid="F2">Figure 2A</xref> shows that the stress evolution curve of this model exhibits a peak before reaching the maximum stress, which indicates that several Cu atoms changed their position at this stage, thereby affecting the interface structure.</p>
<p>From the DXA results shown in <xref ref-type="fig" rid="F3">Figure 3</xref>, it can be observed that a large number of Shockley dislocations with a Burgers vector of 1/6 [112] appeared in the single-crystal Cu model, and the existence of twin grain boundaries resulted in the main type of dislocation being the stair-rod dislocation with a Burgers vector of 1/6 [110]. Both dislocations types formed around the twin grain boundaries and near the interface; when considering four twin grain boundaries in the Cu layer, only a small number of dislocations could be found along the interface. As twin grain boundaries enhance the mechanical strength (<xref ref-type="bibr" rid="B10">Gao et al., 2012</xref>), once the mechanical strength exceeds the interface strength, a degeneration will occur at the interface. This is why a lower number of dislocations appeared in the twin-crystal Cu model, and the degeneration positions of each model are different.</p>
<p>On the other hand, the mechanical behavior of the Cu/Cu<sub>3</sub>Sn interface depends considerably on the strain rate. Not only the stress evolution (shown in <xref ref-type="fig" rid="F2">Figure 2</xref>) but also the degeneration position was significantly influenced by the strain rate, especially for the single-crystal Cu model. By comparing the degeneration positions of the single-crystal Cu model at strain rates of 0.01 and 0.1%&#xa0;ps<sup>&#x2212;1</sup>, as shown in <xref ref-type="fig" rid="F4">Figure 4</xref>, it is clear that a lower strain rate leads the structure failure at the Cu layer near the interface, while a higher strain rate results in the structure failure inside the Cu<sub>3</sub>Sn region. This indicates that Cu<sub>3</sub>Sn is highly affected by the strain rate, and a higher strain rate causes the brittle failure of Cu<sub>3</sub>Sn, while a lower strain rate results in the degeneration position being located at the interface for the twin-crystal Cu models and inside the Cu layer for the single-crystal Cu model.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>CSP and DXA results of the single-crystal Cu/Cu<sub>3</sub>Sn interface at strain rates of <bold>(A)</bold> 0.01%&#xa0;ps<sup>&#x2212;1</sup> and <bold>(B)</bold> 0.1%&#xa0;ps<sup>&#x2212;1</sup>.</p>
</caption>
<graphic xlink:href="fmats-09-860708-g004.tif"/>
</fig>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>The effect of the grain structure on the failure mechanism of the Cu<sub>3</sub>Sn/Cu interface was investigated <italic>via</italic> MD simulations. Single-crystal Cu, twin-crystal Cu, and polycrystalline Cu models were built and compared. Axial tension simulations were performed at strain rates of 0.01, 0.1, and 0.5%&#xa0;ps<sup>&#x2212;1</sup>. The stress evolution and work of adhesion were then calculated and compared for each case to evaluate the mechanical reliability of the interface. Furthermore, both CSP and DXA were analyzed to investigate the interface failure mechanism from the perspective of defect evolution.</p>
<p>The stress versus displacement curves indicates that the ductile failure of polycrystalline Cu lead polycrystalline Cu model has a lower stress level and a great ductile character, which is induced by the sliding of grain boundaries. Additionally, the number of twin grain boundary has less influence on the interfacial character under the strain rates of 0.01 and 0.1%&#xa0;ps<sup>&#x2212;1</sup>. On the other hand, more twin crystal boundaries in the same Cu region would result in a higher work of adhesion, while with the existence of grain boundaries, only by comparing the work of adhesion cannot be used to evaluate the mechanical reliability of the interface. Investigation of the failure position and calculation of CSP and DXA could be of great help to gain a deeper understanding of this problem. By combining with the atom position, CSP and DXA results, it can be concluded that twin grain boundaries have the ability to enhance the mechanical strength of Cu layer, and when this mechanical strength exceeds the interfacial strength, degeneration will occur at the interface, this is why a lower number of dislocations appeared in the twin-crystal model. Results also show that the strain rate have great influence on mechanical character of Cu<sub>3</sub>Sn. A high strain rate induces the brittle failure of Cu<sub>3</sub>Sn, while a low strain rate causes the degeneration position to be located at the interface for the twin-crystal Cu models and inside the Cu layer for the single-crystal Cu model. In summary, our results provide information about the failure mechanism of the Cu<sub>3</sub>Sn/Cu interface from MD simulation, which will be helpful for applications in the electronic packaging industry.</p>
</sec>
</body>
<back>
<sec 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 author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>Conceptualization, JZ and YZ; methodology, YZ; software and calculating, JZ; writing&#x2014;original draft preparation, JZ; writing&#x2014;review and editing, ZJ.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (No. 51605252).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
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<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aguilar</surname>
<given-names>J. F.</given-names>
</name>
<name>
<surname>Ravelo</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Baskes</surname>
<given-names>M. I.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Morphology and Dynamics of 2D Sn-Cu Alloys on (100) and (111) Cu Surfaces</article-title>. <source>Model. Simul. Mater. Sci. Eng.</source> <volume>8</volume> (<issue>3</issue>), <fpage>335</fpage>&#x2013;<lpage>344</lpage>. <pub-id pub-id-type="doi">10.1088/0965-0393/8/3/313</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
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