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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Phys.</journal-id>
<journal-title>Frontiers in Physics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Phys.</abbrev-journal-title>
<issn pub-type="epub">2296-424X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1022222</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2022.1022222</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>A globally accurate potential energy surface and quantum dynamics calculations on the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction</article-title>
<alt-title alt-title-type="left-running-head">Yang and Chen</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphy.2022.1022222">10.3389/fphy.2022.1022222</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Zijiang</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1964747/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Maodu</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff>
<institution>Key Laboratory of Materials Modification by Laser, Electron, and Ion Beams (Ministry of Education)</institution>, <institution>School of Physics</institution>, <institution>Dalian University of Technology</institution>, <addr-line>Dalian</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/184341/overview">Yujun Zheng</ext-link>, Shandong 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/767563/overview">Yongqing Li</ext-link>, Liaoning University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1966397/overview">Chuan-Lu Yang</ext-link>, Ludong University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Maodu Chen, <email>mdchen@dlut.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Atomic and Molecular Physics, a section of the journal Frontiers in Physics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1022222</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>08</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yang and Chen.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yang and Chen</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 reactive collision between Be atom and H<sub>2</sub> molecule has received great interest both experimentally and theoretically due to its significant role in hydrogen storage, astrophysics, quantum chemistry and other fields, but the corresponding dynamics calculations have not been reported. Herein, a globally accurate ground-state BeH<sub>2</sub> PES is represented using the neural network strategy based on 12371 high-level <italic>ab initio</italic> points. On this newly constructed PES, the quantum time-dependent wave packet calculations on the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction are performed to study the microscopic dynamics mechanisms. The calculated results indicate that this reaction follows the complex-forming mechanism near the reactive threshold, whereas a direct H-abstraction process gradually plays the dominant role when the collision energy is large enough. The newly constructed PES can be used for further dynamics calculations on the BeH<sub>2</sub> reactive system, such as the rovibrational excitations and isotopic substitutions of the H<sub>2</sub> molecule, and the presented dynamics data would be of importance in experimental research at a finer level.</p>
</abstract>
<kwd-group>
<kwd>potential energy surface</kwd>
<kwd>quantum dynamics</kwd>
<kwd>neural network</kwd>
<kwd>
<italic>ab initio</italic>
</kwd>
<kwd>time-dependent wave packet</kwd>
<kwd>Be(<sup>1</sup>S) &#x2b; H<sub>2</sub> reaction</kwd>
</kwd-group>
<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>1 Introduction</title>
<p>In recent decades, the interactions between beryllium atom and hydrogen molecules have been of great attention because of their significance in astrophysics, hydrogen storage, quantum chemistry and other fields. On the one hand, the collision product BeH<sub>2</sub> molecule presents the fundamental and technological interest in potential applications, such as the nuclear materials and rocket fuel technology [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>], owing to its small mass and large hydrogen-to-metal mass ratios. Moreover, the molecular BeH<sub>2</sub>, with a simple electronic structure, has become an excellent candidate for testing new computational methods for quantum chemistry [<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>]. On the other hand, the further product BeH molecule in the collision process of Be &#x2b; H<sub>2</sub> is a popular testing target for the electronic structure calculations in open-shell systems [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>]. In addition, BeH is also an important interstellar molecule, which has been identified in stars and comets [<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>].</p>
<p>Various experimental studies on the BeH<sub>2</sub> system have been implemented [<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>]. Tague and Andrews first detected the BeH<sub>2</sub> in molecular form by using infrared spectroscopy and the matrix isolation technique [<xref ref-type="bibr" rid="B11">11</xref>]. In their experiment, the pulsed laser evaporated Be atoms react with the hydrogen, and the primary product BeH and BeH<sub>2</sub> are largely favored compared with the other four more complex product molecules of Be<sub>2</sub>H, HBeHBeH, HBe(H)<sub>2</sub>BeH and HBeBeH. [<xref ref-type="bibr" rid="B12">12</xref>] synthesized the gaseous BeH<sub>2</sub> molecule using an electrical discharge facility, which is verified by infrared emission spectroscopy. Their study concluded that the stable BeH<sub>2</sub> is a linearly symmetric molecule with the BeH bond length of 1.334&#xa0;&#xc5;. The high-precision infrared emission spectra of the BeH<sub>2</sub> and BeD<sub>2</sub> molecules were measured by [<xref ref-type="bibr" rid="B14">14</xref>]. The antisymmetric stretching modes and some hot bands of the two molecules were studied and the spectroscopic data were accurately determined. In their later study [<xref ref-type="bibr" rid="B17">17</xref>], the new vibration-rotation hot bands of the BeH<sub>2</sub> molecule were analyzed, and an accurate value was obtained for the frequency of the bending vibrational mode.</p>
<p>In the theoretical aspect, numerous <italic>ab initio</italic> calculations on the BeH<sub>2</sub> molecule have also been performed [<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>]. Martin and Lee [<xref ref-type="bibr" rid="B19">19</xref>] accurately calculated the quartic force field of BeH<sub>2</sub> using the CCSD(T) method, and the obtained spectroscopic constants are consistent with the corresponding experimental measurements. Hrenar et al. reported the first potential energy surface (PES) of the BeH<sub>2</sub> molecule used for the vibrational configuration-interaction calculations by a multilevel scheme [<xref ref-type="bibr" rid="B23">23</xref>]. Their calculated results can reproduce the experimental values of the gas phase measurements and matrix isolation. The ground-state equilibrium structure and PES of BeH<sub>2</sub> were calculated utilizing the CCSD(T) method combined with the cc-pVTZ through cc-pV6Z basis sets by Koput and Peterson [<xref ref-type="bibr" rid="B24">24</xref>]. Furthermore, the rovibrational energy levels of BeH<sub>2</sub> and its isotopic variations of BeD<sub>2</sub> and BeHD were accurately calculated by a variational method. The newest PES of the BeH<sub>2</sub> system was constructed by Li and Roy [<xref ref-type="bibr" rid="B25">25</xref>] utilizing the three-dimensional spline interpolation over 6,864 energy points with the internally contracted multi-reference configuration interaction (icMRCI)/aug-cc-pV5Z level. On this PES, the spectral constants of the BeH<sub>2</sub> and BeD<sub>2</sub> molecules were accurately calculated and the corresponding data of the BeHD molecule were predicted.</p>
<p>Although the BeH<sub>2</sub> system has received great attention both experimentally and theoretically, most of those studies focused on its structural and spectral properties, and the dynamics mechanisms of the Be &#x2b; H<sub>2</sub> reaction process have not been reported up to now. In theory, the most reliable approach for obtaining the accurate dynamics information of a chemical reaction is to implement rigorous quantum scattering calculations on a globally high-precision PES [<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>]. The previous PESs of the BeH<sub>2</sub> system are extremely reliable and accurate for describing the BeH<sub>2</sub> complex, whereas they are not suitable for the reaction dynamics calculations since some key regions where the reaction could reach are not included. Therefore, constructing a global and accurate BeH<sub>2</sub> PES is a crucial premise for studying the microscopic dynamics mechanisms of this reactive system.</p>
<p>Herein, a high-fidelity ground-state BeH<sub>2</sub> PES is represented based on a mass of high-precision <italic>ab initio</italic> energy points and the permutation invariant polynomial-neural network (PIP-NN) scheme [<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>]. Moreover, the quantum dynamics calculations at the state-resolved level for the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction are carried out by the time-dependent wave packet (TDWP) method [<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>] on this newly constructed PES. The computational details and the characteristics of the PES are given in <xref ref-type="sec" rid="s2">Section 2</xref>. <xref ref-type="sec" rid="s3">Section 3</xref> displays the calculated dynamics results and the relevant discussion of the dynamics mechanisms for the title reaction and <xref ref-type="sec" rid="s4">Section 4</xref> concludes this work.</p>
</sec>
<sec id="s2">
<title>2 Ground-state BeH<sub>2</sub> potential energy surface</title>
<sec id="s2-1">
<title>2.1 <italic>Ab initio</italic> calculations</title>
<p>The energy points of the BeH<sub>2</sub> system at the 1<sup>1</sup>A&#x2032; state are calculated using the icMRCI method [<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>] with the Davidson correction (&#x2b;Q). The molecular orbitals are optimized by the complete active space self-consistent field (CASSCF) method [<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>] before the MRCI calculations are carried out. The CASSCF orbitals are determined by the state-averaged calculations with equal weight for the 1<sup>1</sup>A&#x2032;, 2<sup>1</sup>A&#x2032;, 1<sup>1</sup>A&#x2033; and 2<sup>1</sup>A&#x2033; states. The active space is composed of nine active orbitals (8a&#x2032; &#x2b; 1a&#x2033;). The aug-cc-pV5Z basis set [<xref ref-type="bibr" rid="B37">37</xref>] is used for both the two different atoms. The energies calculated for the symmetrical configuration of Be-H<sub>2</sub> is defined by 0.8 &#x2264; <italic>R</italic>
<sub>HH</sub>/<italic>a</italic>
<sub>0</sub> &#x2264; 8.0, 0.1 &#x2264; <italic>R</italic>
<sub>Be-HH</sub>/<italic>a</italic>
<sub>0</sub> &#x2264; 16.0, 0 &#x2264; <italic>&#x3b8;</italic> &#x2264; &#x3c0;/2, and the configuration of H-BeH is constructed by 2.0 &#x2264; <italic>R</italic>
<sub>BeH</sub>/<italic>a</italic>
<sub>0</sub> &#x2264; 10.0, 0.1 &#x2264; <italic>R</italic>
<sub>H-BeH</sub>/<italic>a</italic>
<sub>0</sub> &#x2264; 16.0, 0 &#x2264; <italic>&#x3b8;</italic>&#x2032; &#x2264; &#x3c0;, Here, the <italic>ab initio</italic> calculations are performed utilizing Molpro 2012 software [<xref ref-type="bibr" rid="B38">38</xref>].</p>
</sec>
<sec id="s2-2">
<title>2.2 Permutation invariant polynomial-neural network fitting</title>
<p>The ground-state BeH<sub>2</sub> PES can be expressed by the summing of the two-body potentials and three-body potential:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:munderover>
<mml:mrow>
<mml:msubsup>
<mml:mi>V</mml:mi>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="bold-italic">R</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>R</italic>
<sub>
<italic>i</italic>
</sub> (<italic>i</italic> &#x3d; 1, 2, 3) are the bond length of Be-H<sub>
<italic>a</italic>
</sub>, H<sub>
<italic>a</italic>
</sub>-H<sub>
<italic>b</italic>
</sub> and Be-H<sub>
<italic>b</italic>
</sub>, respectively. A switch function <italic>f</italic>(<bold>
<italic>R</italic>
</bold>) is used to get a better representation in the asymptotic areas of the PES, and its form is written as:<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="bold-italic">R</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:munder>
<mml:mo>&#x220f;</mml:mo>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1,2,3</mml:mn>
</mml:mrow>
</mml:munder>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>tanh</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:msub>
</mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi mathvariant="normal">w</mml:mi>
</mml:msub>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>R</italic>
<sub>d</sub> and <italic>R</italic>
<sub>w</sub> are the central position and the constant of switch strength, respectively.</p>
<p>The two-body potentials are obtained by a feedforward NN structure, which consists of two hidden layers with five neurons. A total of 69 and 53 <italic>ab initio</italic> points are calculated to fit the potential energy curves (PECs) of HH and BeH, respectively, and the corresponding root mean square error (RMSE) are 0.036 and 0.385&#xa0;meV. <xref ref-type="fig" rid="F1">Figure 1</xref> shows that the fitting PECs of H<sub>2</sub>(X<sup>1</sup>&#x3a3;<sub>g</sub>
<sup>&#x2b;</sup>) and BeH(X<sup>1</sup>&#x3a3;<sup>&#x2b;</sup>) molecules can pass through the center of each <italic>ab initio</italic> point. To further demonstrate the accuracy of the two-body potentials, <xref ref-type="table" rid="T1">Table 1</xref> displays that the spectroscopic constants of the two diatomic molecules determined on the analytical PECs are in good agreement with the corresponding experimental data [<xref ref-type="bibr" rid="B39">39</xref>&#x2013;<xref ref-type="bibr" rid="B41">41</xref>], suggesting the presented PES are sufficiently accurate for representing the reactant and product channels when the dynamics calculations are carried out.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Comparison of the <italic>ab initio</italic> data and the NN fitting results of the PECs of H<sub>2</sub>(X<sup>1</sup>&#x3a3;<sub>g</sub>
<sup>&#x2b;</sup>) and BeH(X<sup>1</sup>&#x3a3;<sup>&#x2b;</sup>).</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Spectroscopic constants of H<sub>2</sub>(X<sup>1</sup>&#x3a3;<sub>g</sub>
<sup>&#x2b;</sup>) and BeH(X<sup>1</sup>&#x3a3;<sup>&#x2b;</sup>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">
<italic>R</italic>
<sub>
<italic>e</italic>
</sub> (Bohr)</th>
<th align="left">
<italic>D</italic>
<sub>
<italic>e</italic>
</sub> (eV)</th>
<th align="left">
<italic>&#x3c9;</italic>
<sub>
<italic>e</italic>
</sub> (cm<sup>&#x2212;1</sup>)</th>
<th align="left">
<italic>&#x3c9;</italic>
<sub>
<italic>e</italic>
</sub>
<italic>x</italic>
<sub>
<italic>e</italic>
</sub> (cm<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="5" align="left">H<sub>2</sub>(X<sup>1</sup>&#x3a3;<sub>g</sub>
<sup>&#x2b;</sup>)</td>
</tr>
<tr>
<td align="left">&#x2003;This work<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="left">1.401</td>
<td align="left">4.750</td>
<td align="left">4400.9</td>
<td align="left">124.6</td>
</tr>
<tr>
<td align="left">&#x2003;Experiment<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
<td align="left">1.401</td>
<td align="left">4.747</td>
<td align="left">4401.2</td>
<td align="left">121.3</td>
</tr>
<tr>
<td colspan="5" align="left">BeH(X<sup>1</sup>&#x3a3;<sup>&#x2b;</sup>)</td>
</tr>
<tr>
<td align="left">&#x2003;This work<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="left">2.544</td>
<td align="left">2.176</td>
<td align="left">2054.0</td>
<td align="left">39.4</td>
</tr>
<tr>
<td align="left">&#x2003;Experiment</td>
<td align="left">2.537<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>
</td>
<td align="left">2.181<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>
</td>
<td align="left">2060.8<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>
</td>
<td align="left">36.3<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>Obtained on the analytical PECs.</p>
</fn>
<fn id="Tfn2">
<label>b</label>
<p>Ref. 39.</p>
</fn>
<fn id="Tfn3">
<label>c</label>
<p>Ref. 40.</p>
</fn>
<fn id="Tfn4">
<label>d</label>
<p>Ref. 41.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The global ground-state BeH<sub>2</sub> PES is represented by the PIP-NN strategy [<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>], which can rigorously assure that the constructed PES satisfies the exchange symmetry of the two hydrogen atoms, and this scheme has been widely and successfully applied to lots of molecular systems [<xref ref-type="bibr" rid="B42">42</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>]. First, the fundamental invariants can be expressed as:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1,2,3</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where <italic>&#x3b1;</italic> is a constant between 0 and 1, and here the value of <italic>&#x3b1;</italic> is set as 0.2. Second, the symmetrized polynomial vector <bold>
<italic>G</italic>
</bold> &#x3d; {<italic>G</italic>
<sub>
<italic>i</italic>
</sub>} is constructed as:<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>Finally, <bold>
<italic>G</italic>
</bold> is normalized as the input of the NN model:<disp-formula id="e7">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1,2,3</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where <italic>G</italic>
<sub>
<italic>i</italic>,max</sub> and <italic>G</italic>
<sub>
<italic>i</italic>,min</sub> are the maximum and minimum values of <italic>G</italic>
<sub>
<italic>i</italic>
</sub>, respectively.</p>
<p>The NN model used for constructing the global CaH<sub>2</sub>
<sup>&#x2b;</sup> PES consists of two hidden layers with 12 neurons. The hyperbolic tangent function and linear function are used as the transfer functions <italic>&#x3c6;</italic> in the 1&#x2013;2, 2&#x2013;3 layers, and 3&#x2013;4 layers, respectively. The finally analytical expansion of the final PES can be presented as:<disp-formula id="e8">
<mml:math id="m8">
<mml:mrow>
<mml:mi>y</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>&#x3c6;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>b</mml:mi>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mn>12</mml:mn>
</mml:munderover>
<mml:msubsup>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:msup>
<mml:mi>&#x3c6;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>b</mml:mi>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>j</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mn>12</mml:mn>
</mml:munderover>
<mml:mrow>
<mml:msubsup>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mi>j</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:msup>
<mml:mi>&#x3c6;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>b</mml:mi>
<mml:mi>j</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:munderover>
<mml:mrow>
<mml:msubsup>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mi>j</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>where <italic>y</italic> represents the normalized potential energy. The connecting weight <italic>w</italic> and bias <italic>b</italic> between the adjacent two layers are iteratively optimized by the Levenberg&#x2013;Marquardt algorithm [<xref ref-type="bibr" rid="B52">52</xref>]. Here, a total of 12371 molecular configurations are picked out to take part in the PIP-NN fitting, which are randomly classified into 90% training data, 5% testing data, and 5% validation data to avoid over-fitting. The parameters of <italic>w</italic> and <italic>b</italic> of the analysis PES are determined by the training data; the testing data are used to evaluate the generalization performance of the trained PES and the training should stop immediately when the testing error starts to rise; the validation data can be used for the initial assessment and adjustment of the NN model. The distribution of the fitting errors of the ground-state BeH<sub>2</sub> PES is plotted in <xref ref-type="fig" rid="F2">Figure 2</xref>. This figure shows that the constructed PES can keep small fitting errors in the whole energy area. The overall RMSE of the PIP-NN PES is only 1.972&#xa0;meV, and the energy points with an absolutely fitting error less than 0.005&#xa0;eV can reach 97.2% of all the selected configurations, implying the fitting PES is globally accurate and suitable for performing the reaction dynamics studies on the BeH<sub>2</sub> system.</p>
<fig id="F2" position="float">
<label>FIGURE. 2</label>
<caption>
<p>Distribution of the PIP-NN fitting errors of the ground-state BeH<sub>2</sub> PES.</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g002.tif"/>
</fig>
</sec>
<sec id="s2-3">
<title>2.3 Topographic characteristics of potential energy surface</title>
<p>
<xref ref-type="fig" rid="F3">Figures 3A,B</xref> display the contour plots of the PIP-NN PES at the <italic>D</italic>
<sub>&#x221e;<italic>h</italic>
</sub> and <italic>C</italic>
<sub>2<italic>v</italic>
</sub> symmetries, respectively. Excellent exchange symmetry of the PIP-PES is displayed in <xref ref-type="fig" rid="F3">Figure 3A</xref>. There is a deep well with an energy minimum of &#x2212;6.382&#xa0;eV below the asymptotic H-Be-H at <italic>R</italic>
<sub>1</sub> &#x3d; <italic>R</italic>
<sub>3</sub> &#x3d; 2.515 <italic>a</italic>
<sub>0</sub>, and it is also the global minimum (GM) of the ground-state BeH<sub>2</sub> PES, which has been demonstrated in the previous theoretical and experimental studies [<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B25">25</xref>]. At the relatively low collision energy, the Be atom collides with the H<sub>2</sub> molecule with the remarkable elongation of the HH bond, and the BeH product is formed by the dissociation of the collinear BeH<sub>2</sub> molecule. For panel (B), a saddle point structure with the energy value of &#x2212;2.156&#xa0;eV is presented at <italic>R</italic>
<sub>2</sub> &#x3d; 2.269 <italic>a</italic>
<sub>0</sub>, <italic>R</italic>
<sub>Be-HH</sub> &#x3d; 2.561 <italic>a</italic>
<sub>0</sub>, which is corresponding to the transition state (TS) of the BeH<sub>2</sub> system and dominates the collision process of the H- exchange path of H<sub>
<italic>a</italic>
</sub> &#x2b; BeH<sub>
<italic>b</italic>
</sub> &#x2192; H<sub>
<italic>b</italic>
</sub> &#x2b; BeH<sub>
<italic>a</italic>
</sub>. The valley at <italic>R</italic>
<sub>2</sub> &#x3d; 1.401 <italic>a</italic>
<sub>0</sub> corresponds to the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub> channel, and the GM is also shown at <italic>R</italic>
<sub>2</sub> &#x3d; 5.030 <italic>a</italic>
<sub>0</sub>, <italic>R</italic>
<sub>Be-HH</sub> &#x3d; 0 <italic>a</italic>
<sub>0</sub> since the <italic>D</italic>
<sub>&#x221e;<italic>h</italic>
</sub> configuration is a limitation of the <italic>C</italic>
<sub>2<italic>v</italic>
</sub> symmetry.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Contour plots of the ground-state BeH<sub>2</sub> PES at the <bold>(A)</bold> <italic>D</italic>
<sub>&#x221e;<italic>h</italic>
</sub> and <bold>(B)</bold> <italic>C</italic>
<sub>2<italic>v</italic>
</sub> symmetries.</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g003.tif"/>
</fig>
<p>
<xref ref-type="table" rid="T2">Table 2</xref> lists the structures, energy values and vibrational frequencies of the GM and TS for the ground-state BeH<sub>2</sub> calculated at the PIP-NN PES, and the available experimental and <italic>ab initio</italic> values are also presented. The energy values are relative to the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub> asymptotic channel. The newly constructed PES can accurately reproduce the geometries and the corresponding energies of the two stationary points, and the vibrational frequency <italic>v</italic>
<sub>2</sub> is consistent with the experimental [<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B17">17</xref>] and extremely high-precision <italic>ab initio</italic> data [<xref ref-type="bibr" rid="B25">25</xref>] well. There exist some deviations for the values of <italic>v</italic>
<sub>1</sub> and <italic>v</italic>
<sub>3</sub> between the data calculated on the PIP-NN PES and the experimental or <italic>ab initio</italic> results, which are caused by the small fitting error because the harmonic frequencies are very sensitive to the small difference of PES, but they nearly do not affect the subsequent reaction dynamics results. In general, the PIP-NN PES can precisely represent the characteristics of the GM and TS of the ground-state BeH<sub>2</sub>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Structures, energies and vibrational frequencies of the GM and TS for the ground-state BeH<sub>2</sub>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">
<italic>R</italic>
<sub>1</sub> (<italic>a</italic>
<sub>0</sub>)</th>
<th align="left">
<italic>&#x3b3;</italic> (degree)</th>
<th align="left">
<italic>E</italic> (eV)</th>
<th align="left">
<italic>v</italic>
<sub>1</sub> (cm<sup>&#x2212;1</sup>)</th>
<th align="left">
<italic>v</italic>
<sub>2</sub> (cm<sup>&#x2212;1</sup>)</th>
<th align="left">
<italic>v</italic>
<sub>3</sub> (cm<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="7" align="left">GM (<italic>D</italic>
<sub>&#x221e;<italic>h</italic>
</sub>)</td>
</tr>
<tr>
<td align="left">&#x2003;This work<xref ref-type="table-fn" rid="Tfn5">
<sup>a</sup>
</xref>
</td>
<td align="left">2.515</td>
<td align="left">180</td>
<td align="left">&#x2212;1.632</td>
<td align="left">2042.9</td>
<td align="left">705.1</td>
<td align="left">2244.7</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>Ab initio</italic>
<xref ref-type="table-fn" rid="Tfn6">
<sup>b</sup>
</xref>
</td>
<td align="left">2.507</td>
<td align="left">180</td>
<td align="left">&#x2212;1.663</td>
<td align="left">1991.8</td>
<td align="left">711.8</td>
<td align="left">2178.8</td>
</tr>
<tr>
<td align="left">&#x2003;Experiment</td>
<td align="left">2.507<xref ref-type="table-fn" rid="Tfn7">
<sup>c</sup>
</xref>
</td>
<td align="left">180<xref ref-type="table-fn" rid="Tfn7">
<sup>c</sup>
</xref>
</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="left">711.5<xref ref-type="table-fn" rid="Tfn8">
<sup>d</sup>
</xref>
</td>
<td align="left">2178.9<xref ref-type="table-fn" rid="Tfn7">
<sup>c</sup>
</xref>
</td>
</tr>
<tr>
<td colspan="7" align="left">TS (<italic>C</italic>
<sub>2<italic>v</italic>
</sub>)</td>
</tr>
<tr>
<td align="left">&#x2003;This work<xref ref-type="table-fn" rid="Tfn5">
<sup>a</sup>
</xref>
</td>
<td align="left">2.801</td>
<td align="left">47.8</td>
<td align="left">2.594</td>
<td align="left">937.4</td>
<td align="left">2334.2<italic>i</italic>
</td>
<td align="left">1567.5</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>Ab initio</italic>
<xref ref-type="table-fn" rid="Tfn6">
<sup>b</sup>
</xref>
</td>
<td align="left">2.822</td>
<td align="left">42.1</td>
<td align="left">2.587</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn5">
<label>a</label>
<p>Obtained on the PIP-NN PES.</p>
</fn>
<fn id="Tfn6">
<label>b</label>
<p>Ref. 25. Calculated at the icMRCI/aug-cc-pCV5Z level and the core-electron correlation is included.</p>
</fn>
<fn id="Tfn7">
<label>c</label>
<p>Ref. 14.</p>
</fn>
<fn id="Tfn8">
<label>d</label>
<p>Ref. 17.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The contour maps of the ground-state BeH<sub>2</sub> PES at four fixed Be-H-H approaching angles (45&#xb0;, 90&#xb0;, 135&#xb0;, and 180&#xb0;) are presented in <xref ref-type="fig" rid="F4">Figure 4</xref>. It is clear that the constructed PES is smooth in the entire configuration space, and there is no non-physical structure for each angle, suggesting the over-fitting behavior does not exist during the fitting PES. For the PES at every angle, the bottom valley is the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub> channel, and the left valley is corresponding to the BeH &#x2b; H channel. The energy of the bottom channel is lower than the left channel, indicating that the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub> &#x2192; BeH &#x2b; H reaction is endothermic. For the angles of 45&#xb0; and 90&#xb0;, the reactant and product channels are connected by a barrier structure, which is generated by the avoid crossing behavior of the 2<sup>1</sup>A&#x2032; state. The energy value of the barrier is higher than the energy of the product channel, implying the larger collision energy is needed to initiate this reaction by the collision approach with a relatively small Be-H-H approaching angle. In addition, a potential well with the depth of 2.496&#xa0;eV relative to the BeH &#x2b; H asymptotic region is shown when the approaching angle is at 45&#xb0;, and many bound states or quasi-bound states can be supported by this well. For the angles of 135&#xb0; and 180&#xb0;, no well or barrier exists in the PES, thus the title reaction proceeds via a direct H-abstraction process when the collision angle becomes larger enough.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Contour plots of the ground-state BeH<sub>2</sub> PES at four Be-H-H angles (45&#xb0;, 90&#xb0;, 135&#xb0;, and 180&#xb0;).</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g004.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> shows the minimum energy paths (MEPs) of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub> &#x2192; BeH &#x2b; H reaction at four Be-H-H approaching angles (45&#xb0;, 90&#xb0;, 135&#xb0;, 180&#xb0;), calculated by scanning the ground-state BeH<sub>2</sub> PES with the fixed angle shown in <xref ref-type="fig" rid="F4">Figure 4</xref> at different coordinates to obtain the energy minimum. In addition, the global MEP generated by scanning the whole PES is also given in this plot, which plays the dominant role in determining the microscopic mechanisms of the title reaction, especially at relatively low energy. Under the action of collision energy, the reactants pass a barrier with the height of 2.096&#xa0;eV relative to the reactant asymptotic region, and then a linear H-Be-H complex is formed on the well, which corresponds to the GM of the PES, finally, a Be-H bond is broken to generate the BeH molecule in the product channel. When the zero-point energies of the reactant and product molecules are taken into consideration, the endothermicity of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub> &#x2192; BeH &#x2b; H reaction calculated on this newly constructed PES is 2.716&#xa0;eV.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Global MEP and the MEPs at four Ca<sup>&#x2b;</sup>-H-H angles (45&#xb0;, 90&#xb0;, 135&#xb0;, and 180&#xb0;) of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub> &#x2192; BeH &#x2b; H reaction obtained on the ground-state BeH<sub>2</sub> PES.</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g005.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F6">Figure 6A</xref> displays the contour plot of the ground-state BeH<sub>2</sub> PES in the case of the Be atom moving around the H<sub>2</sub> molecule fixed at its equilibrium distance. It is clear that the Be atom is always repelled by the H<sub>2</sub> molecule, so initiating the title reaction is difficult when the HH bond is stabilized at its equilibrium structure. As shown in <xref ref-type="fig" rid="F3">Figure 3A</xref>, when the HH bond is elongated 5.030 <italic>a</italic>
<sub>0</sub>, there exist the attractive interactions between the Be atom and the H<sub>2</sub> molecule, and a stable BeH<sub>2</sub> complex is formed. A similar map to <xref ref-type="fig" rid="F6">Figure 6A</xref> but for a H atom moving around the BeH fixed at its equilibrium distance is displayed in <xref ref-type="fig" rid="F6">Figure 6B</xref>. Different from the case of <xref ref-type="fig" rid="F6">Figure 6A</xref>, it appears the attractive interactions between the H atom and BeH molecule, and the well around the Be atom is deeper than the well around another H atom, suggesting that this H atom prefers to get out from the side of H atom of BeH in the product region.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A)</bold> Contour plot of the ground-state BeH<sub>2</sub> PES when the Be atom moves around the H<sub>2</sub> molecule with the fixed bond length at 1.401 <italic>a</italic>
<sub>0</sub> <bold>(B)</bold> Contour plot of the ground-state BeH<sub>2</sub> PES when a H atom moves around the BeH molecule with the fixed bond length at 2.544 <italic>a</italic>
<sub>0</sub>.</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s3">
<title>3 Quantum dynamics calculations</title>
<p>For most of the triatomic and some tetratomic reactive systems, the quantum TDWP method [<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B53">53</xref>&#x2013;<xref ref-type="bibr" rid="B55">55</xref>] is a high-efficiency and accurate tool for calculating the dynamics data. The full-dimensional quantum dynamics calculations of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction are carried out on this newly constructed PIP-NN PES by the TDWP method for understanding the state-resolved dynamics mechanisms. The Coriolis coupling effect is included in the quantum TDWP calculations. Here, only the main equations in the TDWP calculations are displayed below. The Hamiltonian of the title reaction can be expressed as:<disp-formula id="e9">
<mml:math id="m9">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>H</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:msup>
<mml:mi mathvariant="italic">&#x210f;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>R</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:msup>
<mml:mo>&#x2202;</mml:mo>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msup>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:msup>
<mml:mi mathvariant="italic">&#x210f;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:msup>
<mml:mo>&#x2202;</mml:mo>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mover accent="true">
<mml:mi>j</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>R</mml:mi>
</mml:msub>
<mml:msup>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:msup>
<mml:mover accent="true">
<mml:mi>j</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mover accent="true">
<mml:mi>V</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>where <italic>&#xb5;</italic>
<sub>
<italic>r</italic>
</sub> and <italic>&#xb5;</italic>
<sub>
<italic>R</italic>
</sub> are the reduced masses associated with <italic>r</italic> and <italic>R</italic> in the Jacobi coordinate, respectively. <italic>J</italic> and <italic>j</italic> express the total angular momentum quantum number of BeH<sub>2</sub> and rotational angular momentum quantum number of H<sub>2</sub>, respectively. The initial wave packet consists of a Gaussian type wave function, a rovibrational eigenfunction of H<sub>2</sub>, and an eigenfunction of the total angular momentum, written as:<disp-formula id="e10">
<mml:math id="m10">
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>j</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>J</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>j</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mi>J</mml:mi>
<mml:mi>M</mml:mi>
<mml:msub>
<mml:mi>j</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
<mml:mo>&#x232a;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>To avoid the reflection of wave packet at the grid edge, the absorption potential used in the TDWP calculations is defined as:<disp-formula id="e11">
<mml:math id="m11">
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mo>&#x394;</mml:mo>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mo>&#x22c5;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mo>&#x394;</mml:mo>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mo>&#x22c5;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mo>&#x394;</mml:mo>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>where <italic>C</italic>
<sub>
<italic>i</italic>
</sub> and <italic>x</italic>
<sub>
<italic>i</italic>
</sub> (<italic>i</italic> &#x3d; <italic>a</italic>, <italic>b</italic>) represent the strength and positions of the absorption potential, respectively. Here, the time evolution of the wave packet is realized by the split operator scheme [<xref ref-type="bibr" rid="B56">56</xref>] and using the reactant coordinate-based method [<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B58">58</xref>] to extract the state-resolved <italic>S</italic>-matrix. The rovibrationally state-resolved reaction probability obtained by the <italic>S</italic>-matrix is expressed as:<disp-formula id="e12">
<mml:math id="m12">
<mml:mrow>
<mml:msubsup>
<mml:mi>P</mml:mi>
<mml:mrow>
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<p>In this work, the reactant H<sub>2</sub> molecule is set at its ground-rovibrational state of <italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0, and the number of partial waves is calculated up to 65, which can obtain the convergent ICS and DCS up to the collision energy of 5.0&#xa0;eV. In <xref ref-type="table" rid="T3">Table 3</xref>, the main parameters determined by many times tests of convergence in the TDWP calculations are listed.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Main numerical parameters in the TDWP calculations.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="2" align="left">Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">Grid/basis range and size</td>
<td align="left">
<italic>R</italic> (<italic>a</italic>
<sub>0</sub>)&#x2208;[0.1, 25], <italic>N</italic>
<sub>
<italic>R</italic>
</sub> &#x3d; 299 (199 for interaction region)</td>
</tr>
<tr>
<td align="left">
<italic>r</italic> (<italic>a</italic>
<sub>0</sub>)&#x2208;[0.01, 20], <italic>N</italic>
<sub>
<italic>r</italic>
</sub> &#x3d; 239 (79 for asymptotic region)</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>j</italic>
</sub> &#x3d; 99</td>
</tr>
<tr>
<td align="left">Initial wave packet <inline-formula id="inf4">
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<italic>R</italic>
<sub>c</sub> &#x3d; 16 <italic>a</italic>
<sub>0</sub>, <italic>&#x394;</italic>
<sub>
<italic>R</italic>
</sub> &#x3d; 0.20 <italic>a</italic>
<sub>0</sub>, <italic>k</italic>
<sub>0</sub> &#x3d; (2<italic>E</italic>
<sub>0</sub>
<italic>&#x3bc;</italic>
<sub>
<italic>R</italic>
</sub>)<sup>1/2</sup> with <italic>E</italic>
<sub>0</sub> &#x3d; 4.0&#xa0;eV</td>
</tr>
<tr>
<td align="left">Total propagation time</td>
<td align="left">20,000 a.u.</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The collision energy dependence of total reaction probabilities for the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction with four partial waves (<italic>J</italic> &#x3d; 0, 20, 40 and 50) are presented in <xref ref-type="fig" rid="F7">Figure 7A</xref>. For <italic>J</italic> &#x3d; 0, the curve exhibits relatively dense oscillation structures, which are attributed to the potential well on the reactive path. The title reaction is dominated by the global MEP and there is a well with the depth of 1.632&#xa0;eV, resulting in obvious quantum resonances because numerous bound and quasi-bound states can be formed in the well. As the increase of <italic>J</italic> values, the reactive threshold becomes larger and the oscillations are gradually weakened. This is because the increasing centrifugal barrier reduces and even smooths the effective potential well, and the other collision channels shown in <xref ref-type="fig" rid="F5">Figure 5</xref> are opened, causing the amplitudes of oscillations on the reaction probability curves become less pronounced. <xref ref-type="fig" rid="F7">Figure 7B</xref> shows the collision energy dependence of total ICS for the title reaction. The total ICS value increases monotonically with the increase of collision energy, which is consistent with the characteristic of an endothermic reaction. Compared to the reaction probabilities, there is no oscillation structures on the ICS curve due to the superposition of all the calculated partial waves.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Collision energy dependence of <bold>(A)</bold> total reaction probabilities with four partial waves (<italic>J</italic> &#x3d; 0, 20, 40 and 50) and <bold>(B)</bold> total ICS of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction calculated by the TDWP method on the ground-state BeH<sub>2</sub> PES.</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g007.tif"/>
</fig>
<p>To understand the dynamics mechanisms of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction at the state-to-state level, the rovibrationally state-resolved ICSs of the product BeH molecule at four collision energies (3.0, 4.0, 4.5, and 5.0&#xa0;eV) are shown in <xref ref-type="fig" rid="F8">Figure 8</xref>. For the collision energy of 3.0 eV, the BeH molecule only can be excited to the lowest three vibrational states, but the maximum of the rotational quantum number can reach <italic>j</italic>&#x2032; &#x3d; 21 at <italic>v</italic>&#x2032; &#x3d; 0, and the peak value of the rovibrationally state-resolved ICS is located at <italic>v</italic>&#x2032; &#x3d; 0, <italic>j</italic>&#x2032; &#x3d; 16. The presented vibrationally cold and rotationally hot distribution conforms to the complex-forming mechanism. More rovibrational states become available with the increase of collision energy, and there is a population inversion of the vibrational quantum number. For the collision energy of 5.0&#xa0;eV, the product BeH molecule can populate at very high rovibrational states (<italic>v</italic>&#x2032; &#x3d; 10, <italic>j</italic>&#x2032; &#x3d; 28), suggesting more collision energy is effectively transformed into the internal energy of the product molecule. The contributions of high-order partial waves are larger and more reaction paths are gradually opened as the collision energy increases, thus the lifetime of the forming BeH<sub>2</sub> complex becomes shorter and the title reaction prefers a direct H-abstraction process when the collision energy is large enough.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Rovibrationally state-resolved ICSs of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction at four collision energies (3.0, 4.0, 4.5, and 5.0&#xa0;eV) calculated by the TDWP method on the ground-state BeH<sub>2</sub> PES.</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g008.tif"/>
</fig>
<p>To study the dynamics process of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction more intuitively by giving the angular distribution of the product molecule, <xref ref-type="fig" rid="F9">Figure 9</xref> presents the total DCSs varying with the scattering angle and collision energy. It is clear that the peak values of the angular distribution are located at the two extreme angles (0&#xb0; and 180&#xb0;) and the forward-backward symmetric DCSs are displayed when the collision energy is slightly larger than the reactive threshold, which is due to the forming of a BeH<sub>2</sub> complex supported by the potential well on the global MEP. With the increase of collision energy, the product BeH molecule increasingly prefers the forward scattering, showing an obviously non-statistical behavior. It also can be explained by the increasing contributions of the centrifugal barriers and more open reactive paths without a well at large collision energy. The calculated results of the total DCS further imply that the title reaction follows the complex-forming mechanism near the reactive threshold, whereas s direct H-abstraction process gradually plays a dominant role at high collision energy.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Total DCS of the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction as a function of scattering angle and collision energy calculated by the TDWP method on the ground-state BeH<sub>2</sub> PES.</p>
</caption>
<graphic xlink:href="fphy-10-1022222-g009.tif"/>
</fig>
</sec>
<sec id="s4">
<title>4 Conclusion</title>
<p>In this paper, a globally accurate ground-state BeH<sub>2</sub> PES is structured using the PIP-NN scheme based on 12371 <italic>ab initio</italic> points calculated at the icMRCI &#x2b; Q/aug-cc-pCV5Z level. The PES can accurately reproduce the original <italic>ab initio</italic> data in each region, and the global fitting RMSE is only 1.972&#xa0;meV. The molecular constants of H<sub>2</sub>(X<sup>1</sup>&#x3a3;<sub>g</sub>
<sup>&#x2b;</sup>) and BeH(X<sup>1</sup>&#x3a3;<sup>&#x2b;</sup>) calculated on the PES are consistent with the corresponding experimental data, and the PES can reproduce the characteristics of stationary points well. The GM and TS of the ground-state BeH<sub>2</sub> correspond to the <italic>D</italic>
<sub>&#x221e;<italic>h</italic>
</sub> and <italic>C</italic>
<sub>2<italic>v</italic>
</sub> symmetries, respectively. The topographic features of the PES are described in detail. On this newly constructed PES, the dynamics calculations are performed on the Be(<sup>1</sup>S) &#x2b; H<sub>2</sub>(<italic>v</italic>
<sub>0</sub> &#x3d; 0, <italic>j</italic>
<sub>0</sub> &#x3d; 0) &#x2192; BeH &#x2b; H reaction at the state-to-state level by the quantum TDWP method for understanding the microscopic mechanisms. The endothermicity of the title reaction determined by the PES is 2.716&#xa0;eV. There exist obvious oscillation structures on the curves of reaction probabilities since the well on the global MEP can support numerous bound and quasi-bound states, and the total ICS increases monotonically with the increase of collision energy. The rovibrationally state-resolved ICSs present vibrationally cold and rotationally hot distribution at relatively low collision energy, and the product BeH molecule can populate at very high rovibrational states. The total DCSs are forward-backward symmetric when the collision energy is slightly larger than the reactive threshold, but only the forward scatting is presented at high collision energy. The dynamics results indicate that the title reaction follows the complex-forming mechanism near the reactive threshold, whereas a direct H-abstraction process gradually plays the dominant role at high collision energy. Further dynamics studies for this reaction system can be carried out on the presented PES, such as the effects of rovibrational excitations and isotopic substitutions of the H<sub>2</sub> molecule, and the dynamics data calculated in this paper would be of importance in the experimental studies on the title reaction.</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 author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>ZY wrote the original manuscript, constructed the theoretical models and performed the calculations. MC proposed the idea, supervised the research work and revised the manuscript. ZY and MC discussed and analysed the results.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (Grant No. 11774043).</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>
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