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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nucl. Eng.</journal-id>
<journal-title>Frontiers in Nuclear Engineering</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nucl. Eng.</abbrev-journal-title>
<issn pub-type="epub">2813-3412</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1215418</article-id>
<article-id pub-id-type="doi">10.3389/fnuen.2023.1215418</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nuclear Engineering</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Ambient melting behavior of stoichiometric uranium oxides</article-title>
<alt-title alt-title-type="left-running-head">Burakovsky et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnuen.2023.1215418">10.3389/fnuen.2023.1215418</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Burakovsky</surname>
<given-names>Leonid</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2299498/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ramsey</surname>
<given-names>Scott D.</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Baty</surname>
<given-names>Roy S.</given-names>
</name>
</contrib>
</contrib-group>
<aff>
<institution>Los Alamos National Laboratory</institution>, <addr-line>Los Alamos</addr-line>, <addr-line>NM</addr-line>, <country>United States</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/1935292/overview">Jacob Bair</ext-link>, Oklahoma State University, United States</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/2062521/overview">Ashley E. Shields</ext-link>, Oak Ridge National Laboratory (DOE), United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1574147/overview">Vladimir Petrov</ext-link>, Lomonosov Moscow State University, Russia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Leonid Burakovsky, <email>burakov@lanl.gov</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>01</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>2</volume>
<elocation-id>1215418</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>12</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Burakovsky, Ramsey and Baty.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Burakovsky, Ramsey and Baty</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>As UO<sub>2</sub> is easily oxidized during the nuclear fuel cycle it is important to have a detailed understanding of the structures and properties of the oxidation products. Experimental work over the years has revealed many stable uranium oxides including UO<sub>2</sub>, U<sub>4</sub>O<sub>9</sub> (UO<sub>2.25</sub>), U<sub>3</sub>O<sub>7</sub> (UO<sub>2.33</sub>), U<sub>2</sub>O<sub>5</sub> (UO<sub>2.5</sub>), U<sub>3</sub>O<sub>8</sub> (UO<sub>2.67</sub>), and UO<sub>3</sub>, all with a number of different polymorphs. These oxides are broadly split into two categories, fluorite-based structures with stoichiometries in the range of UO<sub>2</sub> to UO<sub>2.5</sub> and less dense layered-type structures with stoichiometries in the range of UO<sub>2.5</sub> to UO<sub>3</sub>. While UO<sub>2</sub> is well characterized, both experimentally and computationally, there is a paucity of data concerning higher stoichiometry oxides in the literature. In this work we determine the ambient melting points of all the six stoichiometric uranium oxides listed above and compare them to the available experimental and/or theoretical data. We demonstrate that a family of the six ambient melting points map out a solid-liquid transition boundary consistent with the high-temperature portion of the phase diagram of uranium-oxygen system suggested by Babelot <italic>et al.</italic>
</p>
</abstract>
<kwd-group>
<kwd>actinide oxides</kwd>
<kwd>uranium oxides</kwd>
<kwd>phase diagram</kwd>
<kwd>quantum molecular dynamics</kwd>
<kwd>density functional theory</kwd>
</kwd-group>
<contract-sponsor id="cn001">U.S. Department of Energy<named-content content-type="fundref-id">10.13039/100000015</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nuclear Materials</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Nuclear fuels are almost exclusively actinide-based, with thorium, uranium and plutonium being the most common elements used to provide the fissile material. Of the three, the most abundant substance is uranium, a relatively common mineral in the Earth&#x2019;s crust, which occurs in low concentrations in most rocks, soils and sea water, while it is primarily found in uraninite or pitchblende deposits. Uranium exists in U<sup>4&#x2b;</sup>, U<sup>5&#x2b;</sup>, and U<sup>6&#x2b;</sup> oxidation states when in combination with oxygen, thus UO<sub>2</sub> forms the lowest available stoichiometry and UO<sub>3</sub> the highest. However, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, the uranium-oxygen system is complex, with a large number of intermediate oxides between these two compositions and a number of different polymorphs at each stoichiometry. These include U<sub>4</sub>O<sub>9</sub> and U<sub>3</sub>O<sub>7</sub>, which are closely related to the cubic fluorite structure of UO<sub>2</sub>, as well as U<sub>3</sub>O<sub>8</sub> and UO<sub>3</sub> which adopt distinct layered-type structures. Bridging the gap between these is U<sub>2</sub>O<sub>5</sub> reported to have a mixture of fluorite-type and layered-type polymorphs. Over the years a considerable body of research has amassed that deals with fluorite structured UO<sub>2</sub>, due to its role as the primary fuel material in nuclear reactors. However, the literature is lacking on fundamental research into the higher uranium oxides which also play crucial roles in the fuel cycle and, in the case of both U<sub>3</sub>O<sub>8</sub> and UO<sub>3</sub>, could soon be used as fuels themselves (<xref ref-type="bibr" rid="B21">Hopper et al., 2002</xref>). Although more work is starting to emerge on these two materials, there is still a significant paucity of data on the less stable U<sub>4</sub>O<sub>9</sub>, U<sub>3</sub>O<sub>7</sub> and U<sub>2</sub>O<sub>5</sub> oxides, which could provide valuable insight into the process of oxidation in UO<sub>2</sub> and fluorite-based structures. Thus, there is broad scope for more detailed investigation of the different polymorphs at each stoichiometry to improve our understanding of their structures and properties.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The high-temperature portion of the phase diagram of the U-O system from <xref ref-type="bibr" rid="B4">Babelot et al. (1986)</xref> (solid lines) subsequently modified by <xref ref-type="bibr" rid="B27">Manara et al. (2005)</xref> (dashed lines) vs. both the experimental data of <xref ref-type="bibr" rid="B27">Manara et al. (2005)</xref>, <xref ref-type="bibr" rid="B25">Latta and Fryxell (1970)</xref>, and the QMD melting simulations of this work.</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g001.tif"/>
</fig>
<p>A systematic study of the phase diagrams of light actinide oxides was initiated at Los Alamos National Laboratory in 2017, and considerable progress has been made since then. Specifically, the melting curves of all the six stable stoichiometric uranium oxides, UO<sub>2</sub>, U<sub>4</sub>O<sub>9</sub>, U<sub>3</sub>O<sub>7</sub>, U<sub>2</sub>O<sub>5</sub>, U<sub>3</sub>O<sub>8</sub> and UO<sub>3</sub>, were calculated using <italic>ab initio</italic> quantum molecular dynamics (QMD) simulations implemented with VASP (Vienna Ab initio Simulation Package), as well as one complete phase diagram in one case (UO<sub>2</sub>). Some information on the location of solid-solid phase boundaries has been generated in a few other cases. This study is in progress, and its results will be reported elsewhere as they become available. In this work we present the systematics of the ambient melting temperatures of the stoichiometric uranium oxides. This systematics is aimed at bridging a gap between different versions of the ambient phase diagram of uranium-oxygen system. The determination of the phase-transition boundaries for the U-O system is of great importance in the nuclear industry. Knowledge of the melting transition in the nuclear fuel is particularly important in the analysis of hypothetical meltdown accidents, as it defines the structural limit of a combustible element. Moreover, due to a possible failure of the cladding during an accident, the fuel could come into contact with the coolant. If the latter is water, as in most reactors, strongly oxidizing conditions can be produced, under which the oxygen content of the fuel can be significantly increased. Hence, a precise knowledge of the fuel melting point dependence on the oxygen content is also of primary importance for the analysis of hypothetical mishaps.</p>
</sec>
<sec id="s2">
<title>2 Uranium-oxygen system</title>
<p>Although a number of stable stoichiometric U-O compounds can be formed, only three of them are prevalent: UO<sub>2</sub>, U<sub>3</sub>O<sub>8</sub> and UO<sub>3</sub>. U<sub>3</sub>O<sub>8</sub> is the first isolatable layered oxide; all of the fluorite-type ones, U<sub>4</sub>O<sub>9</sub>, U<sub>3</sub>O<sub>7</sub> and U<sub>2</sub>O<sub>5</sub> oxidize and convert to U<sub>3</sub>O<sub>8</sub> over time, or disproportionate to UO<sub>2</sub> &#x2b; U<sub>3</sub>O<sub>8</sub> depending on the conditions. U<sub>3</sub>O<sub>8</sub> is commonly produced from UO<sub>2</sub> oxidation as a kinetically controlled product (<xref ref-type="bibr" rid="B33">Rousseau et al., 2006</xref>), via the reaction 3 UO<sub>2</sub> &#x2b; O<sub>2</sub> &#x2192; U<sub>3</sub>O<sub>8</sub>, but can also be formed from reduction of UO<sub>3</sub> at high <italic>T</italic> (<xref ref-type="bibr" rid="B35">Wen et al., 2013</xref>), via 6 UO<sub>3</sub> &#x2192; 2 U<sub>3</sub>O<sub>8</sub> &#x2b; O<sub>2</sub>. UO<sub>3</sub>, the third prevalent uranium oxide, as a thermodynamically controlled product (<xref ref-type="bibr" rid="B26">Loopstra et al., 1977</xref>). Assuming that it is dominated by these three stable prevalent oxides, the high-<italic>T</italic> portion of the phase diagram of the U-O system was modeled by <xref ref-type="bibr" rid="B4">Babelot et al. (1986)</xref> and is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. Specifically, the values of the ambient congruent melting points of U<sub>3</sub>O<sub>8</sub> and UO<sub>3</sub> obtained in 5) are 2450&#xa0;K and 1800&#xa0;K, respectively. The only available corresponding experimental datum is that for U<sub>3</sub>O<sub>8</sub> (as UO<sub>2.66</sub>), 2010 &#xb1; 100&#xa0;K (<xref ref-type="bibr" rid="B27">Manara et al., 2005</xref>), <inline-formula id="inf1">
<mml:math id="m1">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>20</mml:mn>
</mml:math>
</inline-formula>% lower. All the other stoichiometric oxides are assumed to form a continuous UO<sub>2&#x2b;<italic>x</italic>
</sub> solid solution which exhibits incongruent melting and a miscibility gap between the corresponding solidus and liquidus. This phase diagram was subsequently modified by (<xref ref-type="bibr" rid="B27">Manara et al., 2005</xref>) in view of the corresponding experimental results; see <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<p>In this work we present the results of <italic>ab initio</italic> quantum molecular dynamics (QMD) simulations on the ambient melting points of all the six stable stoichiometric uranium oxides. As already mentioned above, at high <italic>T</italic> the three fluorite-type oxides oxidize and decompose, which makes the corresponding high-<italic>T</italic> melting experiments very challenging. Another factor contributing to difficulty with high-<italic>T</italic> experiments is the sensitivity of the corresponding stoichiometry to oxygen content in the atmosphere and (most importantly) the lack of inert (unreactive) container material. For this reason, experimental melting results of 6) may not be accurate enough. In contrast, computer simulations are free from these difficulties: any stoichiometric (as well as non-stoichiometric) oxide can be simulated and studied as regards its thermal stability, melting curve (including the ambient melting point as the starting point of its melting curve), relative solid-solid phase stability, etc.</p>
</sec>
<sec id="s3">
<title>3 Computational details</title>
<p>The ambient melting points the systematics of which is presented in this work should be understood as the starting (zero pressure) points of the corresponding melting curves. Each melting curve has been calculated using the Z method implemented with VASP. The Z method was developed in Refs. (<xref ref-type="bibr" rid="B6">Belonoshko et al., 2006</xref>; <xref ref-type="bibr" rid="B5">Belonoshko et al., 2008</xref>), and its practical use is described in detail in (10). In each case, the electronic structure of U was represented by [Xe 4f<sup>14</sup> 5d<sup>10</sup>] 5f<sup>3</sup> 6s<sup>2</sup> 6p<sup>6</sup> 6d<sup>1</sup> 7s<sup>2</sup> (14 valence electrons), and that of O by [He] 2s<sup>2</sup> 2p<sup>4</sup> (6 valence electrons). Localization of the f-electrons of U was achieved by using the DFT &#x2b; U methodology (<xref ref-type="bibr" rid="B10">Dorado et al., 2009</xref>) following the Dudarev scheme (<xref ref-type="bibr" rid="B12">Dudarev et al., 1998a</xref>) for which only the difference in the values of Hubbard coefficients <italic>U</italic> and <italic>J</italic> matters rather than each of them individually. The use of DFT &#x2b; U methodology to achieve f-electron localization prevents the appearance of delocalized f-electrons which would have resulted in non-integer uranium oxidation states, a nonphysical result considering recent experimental observations (<xref ref-type="bibr" rid="B24">Kvashnina et al., 2013</xref>). We used the generalized gradient approximation (GGA) with the Perdew-Burke-Ernzerhof (PBE) exchange-correlation functional (<xref ref-type="bibr" rid="B32">Perdew et al., 1996</xref>). Of all the GGA formulations that we tried for UO<sub>2</sub>, PBE<sub>sol</sub> &#x2b; U predicts lattice parameters closest to experiment, while PBE &#x2b; U gives the formation energy (<italic>E</italic>
<sub>form</sub>) closest to experiment. PBE (with no Hubbard coefficients) overestimates <italic>E</italic>
<sub>form</sub> by almost 1.5&#xa0;eV, PBE &#x2b; U underestimates by <inline-formula id="inf2">
<mml:math id="m2">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>0.2</mml:mn>
</mml:math>
</inline-formula> eV, and PBE<sub>sol</sub> &#x2b; U underestimates by <inline-formula id="inf3">
<mml:math id="m3">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>0.6</mml:mn>
</mml:math>
</inline-formula> eV. We have chosen to use PBE &#x2b; U for our <italic>ab initio</italic> study, mainly because its <italic>E</italic>
<sub>form</sub> is the best match of the experimental one, which is the clear manifestation of its ability to accurately capture the UO<sub>2</sub> energetics. The values of <italic>U</italic> and <italic>J</italic> known in the literature are (in eV) 4.5 and 0.54, from the experimental x-ray photoemission spectra of actinide dioxides (<xref ref-type="bibr" rid="B36">Yamazaki and Kotani, 1991</xref>; <xref ref-type="bibr" rid="B23">Kotani and Yamazaki, 1992</xref>), or 4.5 and 0.51, from a DFT &#x2b; U based theoretical analysis (<xref ref-type="bibr" rid="B10">Dorado et al., 2009</xref>). In addition to the theoretical study of UO<sub>2</sub> of Ref. (<xref ref-type="bibr" rid="B10">Dorado et al., 2009</xref>), the values of <italic>U</italic> &#x3d; 4.5 and <italic>J</italic> &#x3d; 0.51 were used in earlier theoretical studies of UO<sub>2</sub> in (<xref ref-type="bibr" rid="B13">Dudarev et al., 1998b</xref>; <xref ref-type="bibr" rid="B34">Vathonne et al., 2014</xref>) as well as those on U<sub>1&#x2212;<italic>y</italic>
</sub>Pu<sub>
<italic>y</italic>
</sub>O<sub>2</sub> mixed oxide (MOX) fuel (<xref ref-type="bibr" rid="B11">Dorado and Garcia, 2013</xref>; <xref ref-type="bibr" rid="B30">Njifon et al., 2018</xref>; <xref ref-type="bibr" rid="B31">Njifor and Torres, 2020</xref>). The above values of <italic>U</italic> and <italic>J</italic> imply that in the Dudarev scheme <italic>U</italic>&#x2013;<italic>J</italic> &#x2248; 4.0&#xa0;eV.</p>
<p>The proper choice of <italic>U</italic> is also important for the system under consideration to have the correct physical properties: the FM, AFM, or NM ground state, the values of the magnetic moment per atom and the band gap in agreement with experiment, the correct lattice constant (or density), etc. We used the occupation matrix control (OCM) method which allows one to study the physical properties of systems of either of the three magnetic states as a function of <italic>U</italic>. OCM for VASP was suggested by (<xref ref-type="bibr" rid="B2">Allen and Watson, 2014</xref>) and has become available in VASP starting with the version vasp5.3.5. (Our present study was carried out using vasp5.4.4.) Its use for both UO<sub>2</sub> and PuO<sub>2</sub> was very recently demonstrated by <xref ref-type="bibr" rid="B8">Chen and Kaltsoyannis (2022)</xref>. Employing their approach, we studies the properties of UO<sub>2</sub> as a function of <italic>U</italic> using the Dudarev scheme (which is equivalent to <italic>U</italic>&#x2013;<italic>J</italic> in the standard DFT &#x2b; U formulation). In this case, imposing (<xref ref-type="bibr" rid="B8">Chen and Kaltsoyannis, 2022</xref>) i) the AF ground state, ii) magnetic moment of 1.8 <italic>&#x3bc;</italic>
<sub>
<italic>B</italic>
</sub>, iii) the ground state lattice constant of 5.470&#xa0;&#xc5;, and iv) the band gap of 2.25 &#xb1; 0.25&#xa0;eV leads to (in eV) i) <inline-formula id="inf4">
<mml:math id="m4">
<mml:mi>U</mml:mi>
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3e;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:math>
</inline-formula>, ii) <inline-formula id="inf5">
<mml:math id="m5">
<mml:mn>2.5</mml:mn>
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mi>U</mml:mi>
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:math>
</inline-formula> (<italic>U</italic> &#x3d; 4 gives <inline-formula id="inf6">
<mml:math id="m6">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>1.9</mml:mn>
<mml:mspace width="0.28em"/>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>B</mml:mi>
</mml:mrow>
</mml:msub>
</mml:math>
</inline-formula>), iii) <inline-formula id="inf7">
<mml:math id="m7">
<mml:mn>3</mml:mn>
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mi>U</mml:mi>
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mn>4</mml:mn>
</mml:math>
</inline-formula>, and iv) <inline-formula id="inf8">
<mml:math id="m8">
<mml:mn>4</mml:mn>
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mi>U</mml:mi>
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mn>5</mml:mn>
</mml:math>
</inline-formula>, so that, optimizing between the four criteria gives 3.5 and 4 as equally best overall choice of <italic>U</italic> for UO<sub>2</sub>. In our study we take <italic>U</italic> &#x3d; 4&#xa0;eV taking into account the arguments of the previous paragraph. Since no (<italic>U</italic>, <italic>J</italic>) parameter sets are known for other uranium oxides, we use <italic>U</italic> &#x2212; <italic>J</italic> &#x3d; 4.0&#xa0;eV for all the stoichiometric uranium oxides, to ensure both the transferability of the &#x201c;effective&#x201d; U-U and U-O inter-atomic interaction potentials and the ease of the reproducibility of our results by other researchers.</p>
<p>In each of the six cases of the stoichiometric uranium oxides considered here, we first prepared the suprecell that was used for melting simulations with the Z method. The supercell was prepared by relaxing the solid structure that the corresponding uranium oxide melts from, with the convergence of total energy to 10<sup>&#x2013;6</sup>&#xa0;eV/atom and that of Hellmann-Feynman forces on each atom to 0.01&#xa0;eV/&#xc5;. Size of the supercell varied from <inline-formula id="inf9">
<mml:math id="m9">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>300</mml:mn>
</mml:math>
</inline-formula> atoms to <inline-formula id="inf10">
<mml:math id="m10">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>800</mml:mn>
</mml:math>
</inline-formula> atoms; see below for more detail. In each of the six cases, the corresponding supercell was subject to a set of initial temperatures (<italic>T</italic>
<sub>0</sub>) separated by an increment of 250&#xa0;K and run with QMD in the <italic>NVE</italic> ensemble, for a total of up to 20,000 time steps of 1.5 fs each, i.e., up to 30&#xa0;ps, to determine the melting temperature (<italic>T</italic>
<sub>
<italic>m</italic>
</sub>). During this running time, in each of the six cases the system fully equilibrates. That is, if a QMD run continues past 30&#xa0;ps, both <italic>T</italic> and <italic>P</italic> do not move away from the corresponding equilibrium values (which we take to be the outcome of this run) but fluctuate around them, as <xref ref-type="fig" rid="F2">Figures 2</xref>&#x2013;<xref ref-type="fig" rid="F7">7</xref> clearly demonstrate. Note that a larger UO<sub>2</sub> system of 960 atoms discussed in the end of this paper requires a little longer simulation time of 25,000 time steps (37.5&#xa0;ps) for full equilibration. But the smaller and larger UO<sub>2</sub> systems are entirely consistent with each other as regards the corresponding equilibrium <italic>p</italic> &#x3d; 0 values of <italic>T</italic>
<sub>
<italic>m</italic>
</sub>. Uncertainty of the value of <italic>T</italic>
<sub>
<italic>m</italic>
</sub> intrinsic to the Z method is therefore 125&#xa0;K, half of the increment of <italic>T</italic>
<sub>0</sub> (<xref ref-type="bibr" rid="B7">Burakovsky et al., 2015</xref>), which constitutes 4%&#x2013;7% of <italic>T</italic>
<sub>
<italic>m</italic>
</sub> (the largest uncertainty of 7% is for UO<sub>3</sub>, and the lowest one of 4% for UO<sub>2</sub>). Each of our six ambient melting points corresponds to a pressure in the interval (&#x2212;1 GPa, 1&#xa0;GPa), i.e., 0 &#xb1; 1&#xa0;GPa. Assuming that the initial slope of the melting curve (<italic>dT</italic>
<sub>
<italic>m</italic>
</sub>/<italic>dP</italic> at <italic>p</italic> &#x3d; 0) is <inline-formula id="inf11">
<mml:math id="m11">
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mn>100</mml:mn>
</mml:math>
</inline-formula> K/GPa [the only known value of this slope for uranium oxides is the one for UO<sub>2</sub>: (92.9 &#xb1; 17.0)&#xa0;K/GPa (<xref ref-type="bibr" rid="B28">Manara et al., 2010</xref>)], a <italic>P</italic> uncertainty of 1&#xa0;GPa translates into a <italic>T</italic>
<sub>
<italic>m</italic>
</sub> uncertainty of <inline-formula id="inf12">
<mml:math id="m12">
<mml:mi>&#x3b4;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x223c;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mspace width="0.17em"/>
<mml:mi>&#x3b4;</mml:mi>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mover>
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:mn>100</mml:mn>
</mml:math>
</inline-formula> K which is within the 125&#xa0;K uncertainty of the method itself. This seems to be the case for both UO<sub>2</sub> and UO<sub>3</sub> for which the average values of <italic>P</italic> are, respectively, &#x223c;&#x2013;1&#xa0;GPa and <inline-formula id="inf13">
<mml:math id="m13">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>1</mml:mn>
</mml:math>
</inline-formula> GPa; see <xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F7">7</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Time evolution of temperature in the Fm<inline-formula id="inf14">
<mml:math id="m14">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>m-UO<sub>2</sub> melting run at <italic>&#x3c1;</italic> &#x3d; 9.685&#xa0;g/cc; the initial temperature is 8,500&#xa0;K.</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The same as in <xref ref-type="fig" rid="F2">Figure 2</xref> for the time evolution of pressure (in kbar; 10&#xa0;kbar &#x3d; 1&#xa0;GPa).</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g003.tif"/>
</fig>
<p>Thus, the results of our QMD simulations of the ambient <italic>T</italic>
<sub>
<italic>m</italic>
</sub> are expected to be quite accurate overall. Now we discuss these results in more detail for each of the six stoichiometric uranium oxides.</p>
</sec>
<sec id="s4">
<title>4 Ambient melting points of stoichiometric uranium oxides</title>
<sec id="s4-1">
<title>4.1 UO<sub>2</sub>
</title>
<p>In contrast to UO<sub>2</sub> for which crystallographic data exist in the entire <italic>T</italic> range from 0 to <italic>T</italic>
<sub>
<italic>m</italic>
</sub> (<xref ref-type="bibr" rid="B9">Christensen, 1963</xref>; <xref ref-type="bibr" rid="B22">Hutchings, 1987</xref>; <xref ref-type="bibr" rid="B19">Guthrie et al., 2016</xref>), the literature discussing the thermal expansion of other stoichiometric uranium oxides is scarse and virtually non-existent. In any event, the temperature extent of the crystallographic data on higher-stoichiometry oxides that can be found in the literature is nowhere near the corresponding <italic>T</italic>
<sub>
<italic>m</italic>
</sub>s. Information on the high-<italic>T</italic> crystallographic properties of these oxides can be found in <xref ref-type="bibr" rid="B20">Hoekstra et al. (1970)</xref>. In the following, &#x201c;ambient conditions&#x201d; stand for <italic>p</italic> &#x3d; 0 and the <italic>T</italic> at which the corresponding crystal structure is observed in experiment, according to <xref ref-type="bibr" rid="B1">Allen and Holmes (1995)</xref>.</p>
<p>To test the validity of our approach to the melting of uranium oxides, we first determine the ambient melting point of uranium dioxide, which is known very reliably from numerous experimental studies.</p>
<p>UO<sub>2</sub> maintains its ambient cubic fluorite structure (Fm<inline-formula id="inf15">
<mml:math id="m15">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>m), <italic>&#x3c1;</italic> &#x3d; 10.97&#xa0;g/cm<sup>3</sup>, <italic>a</italic> &#x3d; <italic>b</italic> &#x3d; <italic>c</italic> &#x3d; 5.47&#xa0;&#xc5; (<xref ref-type="bibr" rid="B1">Allen and Holmes, 1995</xref>) over the entire temperature range up to its melting point of <inline-formula id="inf16">
<mml:math id="m16">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>3150</mml:mn>
</mml:math>
</inline-formula>&#xa0;K; specifically, 3142&#xa0;K (<xref ref-type="bibr" rid="B18">Gu&#xe9;neau et al., 2002</xref>) or 3147 &#xb1; 20 (<xref ref-type="bibr" rid="B28">Manara et al., 2010</xref>). It is described in terms of a 12-atom unit cell containing four uranium atoms in face-centered cubic positions and eight oxygen atoms filling the tetrahedral sites.</p>
<p>For the simulations of the melting curve of Fm<inline-formula id="inf17">
<mml:math id="m17">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>m-UO<sub>2</sub> we used a 324-atom (3 &#xd7; 3 &#xd7; 3) supercell.</p>
<p>Before simulating this large 324-atom supercell, we first determine the supercell dimensions that correspond to <italic>P</italic> &#x223c; 0 at <italic>T</italic> &#x223c; 3000&#xa0;K, by running a 96-atom (2 &#xd7; 2 &#xd7; 2) supercell. Although such a small supercell cannot be used for the simulations of <italic>T</italic>
<sub>
<italic>m</italic>
</sub> because of potential size effects, it is perfectly suited for test runs to estimate the dimensions of larger supercell for the actual simulations of <italic>T</italic>
<sub>
<italic>m</italic>
</sub>, and these test runs take very little computational time. In each of the remaining five cases we do similar test runs of small systems of 50&#x2013;150 atoms to estimate the supercell dimensions that correspond to <italic>P</italic> &#x223c; 0&#xa0;at&#xa0;<italic>T</italic> &#x223c; 2500&#x2013;3000&#xa0;K.</p>
<p>
<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref> show the melting run (<xref ref-type="bibr" rid="B7">Burakovsky et al., 2015</xref>) of Fm<inline-formula id="inf18">
<mml:math id="m18">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>m-UO<sub>2</sub> at a density of 9.685&#xa0;g/cc (lattice constant 5.7&#xa0;&#xc5;) which is consistent with 9.67 &#xb1; 0.13&#xa0;g/cc from (25) (albeit at a slightly lower ambient melting point of 3073&#xa0;K).</p>
<p>As seen in <xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>, since the beginning of the run, after <inline-formula id="inf19">
<mml:math id="m19">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>2000</mml:mn>
</mml:math>
</inline-formula> time steps (3&#xa0;ps) the system equilibrates as a UO<sub>2</sub> solid (i.e., a quasi-static cation/anyon system). After another <inline-formula id="inf20">
<mml:math id="m20">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>4000</mml:mn>
</mml:math>
</inline-formula> time steps (6 ps) <italic>T</italic> goes down and <italic>P</italic> goes up (since in the <italic>NVE</italic> ensemble the total energy, <italic>E</italic> &#x223c; <italic>k</italic>
<sub>
<italic>B</italic>
</sub>
<italic>T</italic> &#x2b; <italic>PV</italic>, is conserved). This is a signature of a superionic transition. Due to a 15-fold difference in the atomic masses of U and O, the oxygen sublattice becomes less stable than the uranium one, and at sufficiently high <italic>T</italic> it disorders first, such that the anions (O<sup>&#x2212;</sup>) start flowing through the ordered structure of the cations (U<sup>&#x2b;</sup>). Such a (superionic) phase transition acoompanied by a rapid increases in ionic conductivity has been observed in many diatomic systems. For UO<sub>2</sub> it was discovered by <xref ref-type="bibr" rid="B14">Dworkin and Bredig (1968)</xref> from a curvature change of the <italic>T</italic> dependence of the enthalpy.</p>
<p>Thus, the first drop in <italic>T</italic> (increase in <italic>P</italic>) corresponds to the activation of the oxygen flow. This process takes <inline-formula id="inf21">
<mml:math id="m21">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>3500</mml:mn>
</mml:math>
</inline-formula> time steps (<inline-formula id="inf22">
<mml:math id="m22">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>5</mml:mn>
</mml:math>
</inline-formula> ps). Then the system of quasi-static cations and mobile anyons equilibrates, and the second drop in <italic>T</italic> (increase in <italic>P</italic>) occurs after a total of <inline-formula id="inf23">
<mml:math id="m23">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>13500</mml:mn>
</mml:math>
</inline-formula> time steps (<inline-formula id="inf24">
<mml:math id="m24">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>20</mml:mn>
</mml:math>
</inline-formula> ps). This second drop in <italic>T</italic> is associated with the disordering of the uranium sublattice, i.e., a true melting transition. The melting process takes <inline-formula id="inf25">
<mml:math id="m25">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>4000</mml:mn>
</mml:math>
</inline-formula> time steps (6&#xa0;ps). The emerging liquid equilibrates at (<italic>P</italic>, <italic>T</italic>) &#x2248; (&#x2212;1&#xa0;GPa, 3100&#xa0;K) which is consistent with the experimental ambient melting point of UO<sub>2</sub> within uncertainties of <italic>P</italic> and <italic>T</italic> discussed in more detail above.</p>
<p>UO<sub>3</sub> is another example of a superionic transition preceding melting. As seen in <xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F7">7</xref> which show the time evolution of, respectively, <italic>T</italic> and <italic>P</italic> in this case, <italic>T</italic> drops and <italic>P</italic> increases after <inline-formula id="inf26">
<mml:math id="m26">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>6500</mml:mn>
</mml:math>
</inline-formula> timesteps (<inline-formula id="inf27">
<mml:math id="m27">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>10</mml:mn>
</mml:math>
</inline-formula> ps), which corresponds to the superionic transition in UO<sub>3</sub>. Then <italic>T</italic> drops and <italic>P</italic> increases once again, after a total of <inline-formula id="inf28">
<mml:math id="m28">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>10500</mml:mn>
</mml:math>
</inline-formula> timesteps (<inline-formula id="inf29">
<mml:math id="m29">
<mml:mo>&#x223c;</mml:mo>
<mml:mn>16</mml:mn>
</mml:math>
</inline-formula> ps), which corresponds to melting.</p>
<p>We note that this signature of a superionic phase transition (drop in <italic>T</italic>/increase in <italic>P</italic> not accompanied by a complete lattice disorder) is observed in our QMD simulations on each of the six stoichiometric uranium oxides. In some cases approach to melting may include a number of (small) decreases in <italic>T</italic> and increases in <italic>P</italic>. In any event, only after we make sure every atom in the computational cell is mobile, we associate the corresponding state of the simulated system with liquid and identify the corresponding <italic>P</italic>-<italic>T</italic> melting conditions. The mobility of the whole lattice can be easily verified by looking at a file containing the coordinates of all the atoms after every time step of a QMD run (XDATCAR file in VASP). Atoms moving around their equilibrium lattice nodes correspond to a quasi-static lattice, or one of its sub-lattices, while those flowing further away from their equilibrium lattice nodes are associated with a state of disorder. True melting corresponds to the state of disorder of the whole system.</p>
<p>We now switch to the determination of the melting points of the remaining five stoichiometric uranium oxides. We will show two additional examples of the time evolution of <italic>T</italic> and <italic>P</italic> in the corresponding QMD run, namely, the cases of U<sub>3</sub>O<sub>8</sub> and UO<sub>3</sub>, two of the three prevalent uranium oxides, including UO<sub>2</sub>.</p>
</sec>
<sec id="s4-2">
<title>4.2 U<sub>4</sub>O<sub>9</sub> (UO<sub>2.25</sub>)</title>
<p>The high-<italic>T</italic> solid structure of U<sub>4</sub>O<sub>9</sub> is <italic>&#x3b2;</italic>-U<sub>4</sub>O<sub>9</sub>, with cubic I-43d structure which is associated with a 4 &#xd7; 4 &#xd7; 4 expansion of the parent UO<sub>2</sub> cubic fluorite cell. At ambient conditions <italic>&#x3b2;</italic>-U<sub>4</sub>O<sub>9</sub> has <italic>&#x3c1;</italic> &#x3d; 11.3&#xa0;g/cm<sup>3</sup>, <italic>a</italic> &#x3d; <italic>b</italic> &#x3d; <italic>c</italic> &#x3d; 5.438&#xa0;&#xc5; (<xref ref-type="bibr" rid="B1">Allen and Holmes, 1995</xref>).</p>
<p>There is a difficulty with simulating <italic>&#x3b2;</italic>-U<sub>4</sub>O<sub>9</sub> using QMD because its unit cell contains 832 atoms (64 formula units), so to simulate even the unit cell itself takes prohibitevely long. To finesse this difficulty, we chose to use the approach adopted by <xref ref-type="bibr" rid="B3">Andersson et al. (2009)</xref> which consists in adding oxygen to a UO<sub>2</sub> supercell as interstitial defects to ensure the correct stoichiometry. The approach uses a clustering model based on split interstitial clusters (<xref ref-type="bibr" rid="B3">Andersson et al., 2009</xref>) that correspond to the most stable configuration. As it turns out, a smaller 48-atom unit cell (2 &#xd7; 2 &#xd7; 1) UO<sub>2</sub> supercell) with the appropriate number of oxygen interstitials reproduces the basic physical properties of <italic>&#x3b2;</italic>-U<sub>4</sub>O<sub>9</sub> correctly. Thus, a 768-atom (2 &#xd7; 2 &#xd7; 4) supercell with 64 oxygen interstitials was used, for a total of 832 atoms (64 formula units).</p>
<p>In our QMD simulations, at the ambient melting point of 2490&#xa0;K, <italic>&#x3b2;</italic>-U<sub>4</sub>O<sub>9</sub> has <italic>&#x3c1;</italic> &#x3d; 10.2&#xa0;g/cm<sup>3</sup>, lattice constant 5.63&#xa0;&#xc5;.</p>
<p>It is interesting to compare our findings to Ref. (<xref ref-type="bibr" rid="B17">Gr&#xf8;nvold, 1955</xref>) in which the thermal expansion of U<sub>4</sub>O<sub>9</sub> is studied to 960&#xa0;&#xb0;C (1233&#xa0;K). According to (<xref ref-type="bibr" rid="B17">Gr&#xf8;nvold, 1955</xref>), the lattice constant of <italic>&#x3b2;</italic>-U<sub>4</sub>O<sub>9</sub> increases linearly from 86&#xb0;C to 960&#xb0;C with a linear expansion coefficient of <italic>&#x3b1;</italic> &#x3d; 11.6 &#x22c5; 10<sup>&#x2013;6</sup>&#xb0;C<sup>&#x2212;1</sup>. We then expect that the specific volume as a function of <italic>T</italic> exhibits nearly linear behavior <italic>V</italic>(<italic>T</italic>) &#x3d; <italic>V</italic> (300) (1 &#x2b; <italic>&#x3b2;</italic> (<italic>T</italic> &#x2212; 300), with <italic>&#x3b2;</italic> &#x2248; 3<italic>&#x3b1;</italic> &#x2243; 3.5 &#x22c5; 10<sup>&#x2013;5</sup>&#xb0;C<sup>&#x2212;1</sup>. Then, <italic>&#x3c1;</italic>(<italic>T</italic>) can be approximated by [<italic>&#x3c1;</italic>(300) &#x3d; 11.3&#xa0;g/cm<sup>3</sup>) <italic>&#x3c1;</italic>(<italic>T</italic>) &#x3d; <italic>&#x3c1;</italic>(300) (1 &#x2212; <italic>&#x3b2;</italic> (<italic>T</italic> &#x2212; 300)] which, with <italic>T</italic>
<sub>
<italic>m</italic>
</sub> &#x3d; 2490 &#xb1; 125&#xa0;K, gives <italic>&#x3c1;</italic>(<italic>T</italic>
<sub>
<italic>m</italic>
</sub>) &#x2248; 10.4&#xa0;g/cm<sup>3</sup>, consistent with our value of 10.2. The above formula gives 10.2 with <italic>&#x3b2;</italic> &#x2243; 4.5 &#x22c5; 10<sup>&#x2013;5</sup>&#xb0;C<sup>&#x2212;1</sup>, which implies that the actual high-<italic>T</italic> thermal expansion is faster than linear (e.g., quadratic). In fact, the presence of quadratic, and even high-order terms in the powers of <italic>T</italic> is not unusual; for example, for UO<sub>2</sub> between 0&#xb0;C and 2800&#xb0;C (3073&#xa0;K) <italic>V</italic>(<italic>T</italic>) &#x3d; <italic>V</italic> (0) (1 &#x2b; 9 &#x22c5; 10<sup>&#x2013;6</sup>&#xa0;<italic>T</italic> &#x2b; 6 &#x22c5; 10<sup>&#x2013;9</sup> <italic>T</italic>
<sup>2</sup> &#x2b; 3 &#x22c5; 10<sup>&#x2013;12</sup> <italic>T</italic>
<sup>3</sup>) (<xref ref-type="bibr" rid="B9">Christensen, 1963</xref>).</p>
</sec>
<sec id="s4-3">
<title>4.3 U<sub>3</sub>O<sub>7</sub> (UO<sub>2.33</sub>)</title>
<p>The high-<italic>T</italic> solid structure of U<sub>3</sub>O<sub>7</sub> is <italic>&#x3b2;</italic>-U<sub>3</sub>O<sub>7</sub>, with tetragonal I-42d structure which represents tetragonally distorted cubic fluorite. At ambient conditions it has <italic>&#x3c1;</italic> &#x3d; 11.5&#xa0;g/cm<sup>3</sup> (the highest of all the six stoichiometric uranium oxides), <italic>a</italic> &#x3d; <italic>b</italic> &#x3d; 5.363&#xa0;&#xc5;, <italic>c</italic> &#x3d; 5.531&#xa0;&#xc5; (<xref ref-type="bibr" rid="B1">Allen and Holmes, 1995</xref>).</p>
<p>As for U<sub>4</sub>O<sub>9</sub>, the unit cell of <italic>&#x3b2;</italic>-U<sub>3</sub>O<sub>7</sub> is prohibitely large to simulate using DFT-based methods, so the defective supercell approach used for U<sub>4</sub>O<sub>9</sub> was employed once again. In this case, a 36-atom unit cell (3 &#xd7; 1 &#xd7; 1 UO<sub>2</sub> supercell) with the appropriate number of oxygen interstitials reproduces the basic physical properties of <italic>&#x3b2;</italic>-U<sub>3</sub>O<sub>7</sub> correctly. Since this unit cell only features a double layer of U and O atoms in two dimensions, a concern of possible (size) effects due to small periodic boundary conditions is eliminated by the proper choice of a supercell for QMD simulations. Thus, a 720-atom (2 &#xd7; 2 &#xd7; 5 times 36-atom UO<sub>2</sub>) supercell with 80 oxygen interstitials was used, for a total of 800 atoms (80 formula units).</p>
<p>In our QMD simulations, at the ambient melting point of 2530&#xa0;K, <italic>&#x3b2;</italic>-U<sub>3</sub>O<sub>7</sub> has <italic>&#x3c1;</italic> &#x3d; 10.3&#xa0;g/cm<sup>3</sup>, <italic>a</italic> &#x3d; <italic>b</italic> &#x3d; 5.56&#xa0;&#xc5;, <italic>c</italic> &#x3d; 5.74&#xa0;&#xc5;.</p>
</sec>
<sec id="s4-4">
<title>4.4 U<sub>2</sub>O<sub>5</sub> (UO<sub>2.5</sub>)</title>
<p>The high-<italic>T</italic> solid structure of U<sub>2</sub>O<sub>5</sub> is <italic>&#x3b4;</italic>-U<sub>2</sub>O<sub>5</sub>, orthorhombic Pnma structure with 22 formula units per unit cell. At ambient conditions it has <italic>&#x3c1;</italic> &#x3d; 8.4&#xa0;g/cm<sup>3</sup>, <italic>a</italic> &#x3d; 8.29&#xa0;&#xc5;, <italic>b</italic> &#x3d; 31.71&#xa0;&#xc5;, <italic>c</italic> &#x3d; 6.73&#xa0;&#xc5;.</p>
<p>The same difficulty exists with simulating <italic>&#x3b4;</italic>-U<sub>2</sub>O<sub>5</sub> using QMD as for both <italic>&#x3b2;</italic>-U<sub>4</sub>O<sub>9</sub> and <italic>&#x3b2;</italic>-U<sub>3</sub>O<sub>7</sub> discussed above, which we overcame the following way this time. As a careful analysis by <xref ref-type="bibr" rid="B29">Molinari et al. (2017)</xref> reveals, the structure of <italic>&#x3b4;</italic>-U<sub>2</sub>O<sub>5</sub> simulated using PBE &#x2b; U closely resembles the oxygen-deficient <italic>&#x3b1;</italic>-U<sub>3</sub>O<sub>8</sub>. The latter also has orthorhombic structure, <italic>a</italic> &#x3d; 6.715&#xa0;&#xc5;, <italic>b</italic> &#x3d; 11.96&#xa0;&#xc5;, <italic>c</italic> &#x3d; 4.146&#xa0;&#xc5; at ambient conditions (<xref ref-type="bibr" rid="B1">Allen and Holmes, 1995</xref>), with 22 atoms (2 formula units) per unit cell. Thus, <italic>&#x3b4;</italic>-U<sub>2</sub>O<sub>5</sub> was simulated as a 660-atom (3 &#xd7; 2 &#xd7; 5) <italic>&#x3b1;</italic>-U<sub>3</sub>O<sub>8</sub> supercell with 30 oxygen atoms taken away to ensure the correct stoichiometry, for a total of a 630-atom <italic>&#x3b4;</italic>-U<sub>2</sub>O<sub>5</sub> supercell (180 U &#x2b; 450 O, 90 formula units).</p>
<p>In our QMD simulations, at the ambient melting point of 2460&#xa0;K, <italic>&#x3b4;</italic>-U<sub>2</sub>O<sub>5</sub> has <italic>&#x3c1;</italic> &#x3d; 7.57&#xa0;g/cm<sup>3</sup>, <italic>a</italic> &#x3d; 8.5&#xa0;&#xc5;, <italic>b</italic> &#x3d; 32.8&#xa0;&#xc5;, <italic>c</italic> &#x3d; 7.0&#xa0;&#xc5;.</p>
</sec>
<sec id="s4-5">
<title>4.5 U<sub>3</sub>O<sub>8</sub> (UO<sub>2.67</sub>)</title>
<p>The high-<italic>T</italic> solid structure of U<sub>3</sub>O<sub>8</sub> is <italic>&#x3b2;</italic>-U<sub>3</sub>O<sub>8</sub> which is orthorhombic (Cmcm) with 44 atoms (4 formula units) per unit cell; at ambient conditions <italic>&#x3c1;</italic> &#x3d; 8.325&#xa0;g/cm<sup>3</sup>, <italic>a</italic> &#x3d; 7.07&#xa0;&#xc5;, <italic>b</italic> &#x3d; 11.45&#xa0;&#xc5;, <italic>c</italic> &#x3d; 8.30&#xa0;&#xc5; (<xref ref-type="bibr" rid="B1">Allen and Holmes, 1995</xref>). For the corresponding melting simulations, a 792-atom (3 &#xd7; 2 &#xd7; 3) supercell was used.</p>
<p>
<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref> show the melting run of <italic>&#x3b2;</italic>-U<sub>3</sub>O<sub>8</sub> at a density of 7.55&#xa0;g/cc. It is seen that <italic>P</italic> equilibrates at zero, and <italic>T</italic> at &#x2248; 2380&#xa0;K. Thus, the U<sub>3</sub>O<sub>8</sub> ambient melting point is 2380&#xa0;K, at which <italic>&#x3c1;</italic> &#x3d; 7.55&#xa0;g/cm<sup>3</sup>, <italic>a</italic> &#x3d; 7.3&#xa0;&#xc5;, <italic>b</italic> &#x3d; 11.8&#xa0;&#xc5;, <italic>c</italic> &#x3d; 8.6&#xa0;&#xc5;.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Time evolution of temperature in the <italic>&#x3b2;</italic>-U<sub>3</sub>O<sub>8</sub> melting run at <italic>&#x3c1;</italic> &#x3d; 7.55&#xa0;g/cc; the initial temperature is 5,500&#xa0;K.</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>The same as in <xref ref-type="fig" rid="F4">Figure 4</xref> for the time evolution of pressure (in kbar; 10&#xa0;kbar &#x3d; 1&#xa0;GPa).</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g005.tif"/>
</fig>
<p>We note that, taking into account <italic>T</italic>
<sub>
<italic>m</italic>
</sub> uncertainty, 2340 &#xb1; 125&#xa0;K is consistent with 2450&#xa0;K predicted theoretically by (<xref ref-type="bibr" rid="B4">Babelot et al., 1986</xref>).</p>
</sec>
<sec id="s4-6">
<title>4.6 UO<sub>3</sub>
</title>
<p>The high-<italic>T</italic> solid structure of UO<sub>3</sub> is <italic>&#x3b4;</italic>-UO<sub>3</sub> which is cubic (Pm<inline-formula id="inf30">
<mml:math id="m30">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>m) of the type of <italic>&#x3b1;</italic>-ReO<sub>3</sub>, with 4 atoms per unit cell; at ambient conditions <italic>&#x3c1;</italic> &#x3d; 6.6&#xa0;g/cm<sup>3</sup>, <italic>a</italic> &#x3d; <italic>b</italic> &#x3d; <italic>c</italic> &#x3d; 4.16&#xa0;&#xc5; (<xref ref-type="bibr" rid="B1">Allen and Holmes, 1995</xref>). In this case, a 500-atom (5 &#xd7; 5 &#xd7; 5) supercell was used.</p>
<p>In our QMD simulations, at the ambient melting point UO<sub>3</sub> has <italic>&#x3c1;</italic> &#x3d; 5.81&#xa0;g/cm<sup>3</sup>, lattice constant 4.34&#xa0;&#xc5;.</p>
<p>
<xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F7">7</xref> show the melting run of <italic>&#x3b4;</italic>-UO<sub>3</sub> at a density of 5.81&#xa0;g/cc. It is seen that <italic>P</italic> equilibrates at <inline-formula id="inf31">
<mml:math id="m31">
<mml:mo>&#x2248;</mml:mo>
<mml:mn>1</mml:mn>
</mml:math>
</inline-formula> GPa, and <italic>T</italic> at <inline-formula id="inf32">
<mml:math id="m32">
<mml:mo>&#x2248;</mml:mo>
<mml:mn>1790</mml:mn>
</mml:math>
</inline-formula> K, which is the UO<sub>3</sub> ambient melting point. We note that this value is in excellent agreement with 1800&#xa0;K predicted theoretically by <xref ref-type="bibr" rid="B4">Babelot et al. (1986)</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Time evolution of temperature in the <italic>&#x3b4;</italic>-UO<sub>3</sub> melting run at <italic>&#x3c1;</italic> &#x3d; 5.81&#xa0;g/cc; the initial temperature is 4,500&#xa0;K.</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The same as in <xref ref-type="fig" rid="F6">Figure 6</xref> for the time evolution of pressure (in kbar; 10&#xa0;kbar &#x3d; 1&#xa0;GPa).</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g007.tif"/>
</fig>
<p>The findings of our work are summarized in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The ambient melting points of the six stoichiometric uranium oxides, along with the corresponding ambient melting densities, <italic>&#x3c1;</italic>
<sub>
<italic>m</italic>
</sub>, obtained from the <italic>ab initio</italic> <italic>Z</italic> method implemented with VASP. The error bars of <italic>T</italic>
<sub>
<italic>m</italic>
</sub> are &#xb1; 125&#xa0;K in each case.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Oxide</th>
<th align="center">UO<sub>2</sub>
</th>
<th align="center">U<sub>4</sub>O<sub>9</sub>
</th>
<th align="center">U<sub>3</sub>O<sub>7</sub>
</th>
<th align="center">U<sub>2</sub>O<sub>5</sub>
</th>
<th align="center">U<sub>3</sub>O<sub>8</sub>
</th>
<th align="center">UO<sub>3</sub>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<italic>&#x3c1;</italic>
<sub>
<italic>m</italic>
</sub> (g/cm<sup>3</sup>)</td>
<td align="center">9.685</td>
<td align="center">10.2</td>
<td align="center">10.3</td>
<td align="center">7.57</td>
<td align="center">7.55</td>
<td align="center">5.81</td>
</tr>
<tr>
<td align="center">
<italic>T</italic>
<sub>
<italic>m</italic>
</sub> (K)</td>
<td align="center">3100</td>
<td align="center">2490</td>
<td align="center">2530</td>
<td align="center">2460</td>
<td align="center">2380</td>
<td align="center">1790</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s5">
<title>5 Discussion of the results</title>
<p>As <xref ref-type="fig" rid="F2">Figures 2</xref>&#x2013;<xref ref-type="fig" rid="F7">7</xref> clearly demonstrate, although the Z-method simulations of uranium oxides exhibit some basic features of those of monatomic substances, e.g., during melting <italic>T</italic> goes down while <italic>P</italic> goes up, unlike the case of a monatomic substance, the plots of the time evolution of <italic>T</italic> and <italic>P</italic> are not exact mirror images of each other (for a monatomic substance, they are exact mirror images of each other because they oscillate in anti-phase and their oscillations are of similar amplitudes since the total energy, &#x223c; <italic>P V</italic> &#x2b; <italic>k</italic>
<sub>
<italic>B</italic>
</sub>&#xa0;<italic>T</italic>, is conserved). Moreover, comparison of the corresponding pairs of the plots of the time evolution of <italic>T</italic> and <italic>P</italic> show that over some intervals of running time both <italic>T</italic> and <italic>P</italic> increase (or decrease). For example, in <xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref> for UO<sub>2</sub> both <italic>T</italic> and <italic>P</italic> increase over the 15,500&#x2013;17,500 interval of running time. Let us dwell upon this issue in some more detail.</p>
<p>Upon the comletion of the superionic transition, the system consists of two subsystems: the fast one (&#x201c;f&#x201d;) composed of light (oxygen) ions, and the slow one (&#x201c;s&#x201d;) composed of heavy (uranium) ions. As such, the total energy of the system if <italic>E</italic> &#x3d; <italic>E</italic>
<sub>f</sub> &#x2b; <italic>E</italic>
<sub>s</sub>; <italic>E</italic>
<sub>f</sub> &#x223c; <italic>P</italic>
<sub>f</sub>
<italic>V</italic>
<sub>f</sub> &#x2b; <italic>k</italic>
<sub>
<italic>B</italic>
</sub>
<italic>T</italic>
<sub>f</sub>, <italic>E</italic>
<sub>s</sub> &#x223c; <italic>P</italic>
<sub>s</sub>
<italic>V</italic>
<sub>
<italic>s</italic>
</sub> &#x2b; <italic>k</italic>
<sub>
<italic>B</italic>
</sub>
<italic>T</italic>
<sub>s</sub>. In a general case, the temperature and pressure of such a complex system is <italic>T</italic> &#x3d; <italic>t</italic>
<sub>f</sub>
<italic>T</italic>
<sub>f</sub> &#x2b; <italic>t</italic>
<sub>s</sub>
<italic>T</italic>
<sub>s</sub> and <italic>P</italic> &#x3d; <italic>p</italic>
<sub>f</sub>
<italic>P</italic>
<sub>f</sub> &#x2b; <italic>p</italic>
<sub>s</sub>
<italic>P</italic>
<sub>s</sub>, where the weights <italic>t</italic>
<sub>f</sub>, <italic>t</italic>
<sub>s</sub>, <italic>p</italic>
<sub>f</sub> and <italic>p</italic>
<sub>s</sub> depend on the corresponding equations of state, the ionic mass ratio, etc. During the equilibration stage <italic>T</italic>
<sub>f</sub> &#x2192; <italic>T</italic>
<sub>s</sub> &#x2192; <italic>T</italic> and <italic>P</italic>
<sub>f</sub> &#x2192; <italic>P</italic>
<sub>s</sub> &#x2192; <italic>P</italic>. However, the corresponding time evolution of <italic>T</italic> and <italic>P</italic> is directly related to the time evolution of, respectively, <italic>T</italic>
<sub>f</sub> and <italic>T</italic>
<sub>s</sub>, and <italic>P</italic>
<sub>f</sub> and <italic>P</italic>
<sub>s</sub> which, in turn, depend on the corresponding weights <italic>t</italic>
<sub>f</sub> and <italic>t</italic>
<sub>s</sub>, and <italic>p</italic>
<sub>f</sub> and <italic>p</italic>
<sub>s</sub>. Thus, it is in principle possible that during the equilibration stage <italic>T</italic> and <italic>P</italic> go up or down in anti-phase, as well as that <italic>T</italic> and <italic>P</italic> increase or decrease simultaneously. But in our QMD simulations, the effect of a simultaneous <italic>T</italic>-<italic>P</italic> increase/decrease may be an artifact related to the size of the computational cell. Based on general grounds, we expect this effect to depend on the <italic>P</italic>-<italic>T</italic> balance for the fast subsystem which may be shifted towards <italic>P</italic> for a smaller system. Indeed, for a smaller supercell, the VASP periodic boundary conditions introduce additional &#x201c;walls&#x201d; inside the bulk of a system, which enhances <italic>P</italic>
<sub>f</sub>, in the assumption that the fast subsystem is approximated by a liquid or gas taking the entire system volume. With increasing size of the supercell, these additional &#x201c;walls&#x201d; will gradually disappear; correspondingly, the effect itself will diminish and eventually disappear altogether.</p>
<p>To test this hypothesis, we carried out another suite of QMD simulations of UO<sub>2</sub> in cubic fluorite structure choosing a larger 4 &#xd7; 4 &#xd7; 5 supercell of 960 atoms (320 U plus 640 O). Choosing a larger supercell is unfeasible, since for the 960-atom system the corresponding total number of valence electrons is <italic>N</italic>
<sub>
<italic>e</italic>
</sub> &#x3d; 8320, on the verge of the current VASP capability of 10<sup>4</sup> atoms; VASP simulations of systems with larger <italic>N</italic>
<sub>
<italic>e</italic>
</sub> become virtually endless. <xref ref-type="fig" rid="F8">Figures 8</xref>, <xref ref-type="fig" rid="F9">9</xref> demonstrate, respectively, the time evolution of <italic>T</italic> and <italic>P</italic> of this system. As clearly seen in these figures, i) the effect of a simultaneous <italic>T</italic>-<italic>P</italic> increase/decrease is now absent, and ii) the plots of <italic>T</italic> and <italic>P</italic> are virtually the mirror images of each other. In other words, increasing the size of the computational cell virtually eliminates the effects related to the appearance of a fast subsystem. Finally, we note that the numerical value of the ambient <italic>T</italic>
<sub>
<italic>m</italic>
</sub> for a larger system is virtually identical to that for a smaller system (i.e., <inline-formula id="inf33">
<mml:math id="m33">
<mml:mo>&#x2248;</mml:mo>
<mml:mn>3100</mml:mn>
</mml:math>
</inline-formula> K). That is, smaller systems considered in this work are fully converged as regards the corresponding values of <italic>T</italic>
<sub>
<italic>m</italic>
</sub>. In this respect, our present results on the ambient <italic>T</italic>
<sub>
<italic>m</italic>
</sub>s of uranium oxides should be considered as accurate, which was already pointed out in <xref ref-type="sec" rid="s3">Section 3</xref>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Time evolution of temperature in the Fm<inline-formula id="inf34">
<mml:math id="m34">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>m-UO<sub>2</sub> melting run of a system of 960 atoms at <italic>&#x3c1;</italic> &#x3d; 9.685&#xa0;g/cc.</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The same as in <xref ref-type="fig" rid="F8">Figure 8</xref> for the time evolution of pressure (in kbar; 10&#xa0;kbar &#x3d; 1&#xa0;GPa).</p>
</caption>
<graphic xlink:href="fnuen-02-1215418-g009.tif"/>
</fig>
<p>Another point, worth of dwelling upon, is the discrepancy between our theoretical results and some experimental results, e.g., those of (<xref ref-type="bibr" rid="B27">Manara et al., 2005</xref>), as well as the discrepancy between different experimental results themselves, e.g., those of (<xref ref-type="bibr" rid="B27">Manara et al., 2005</xref>; <xref ref-type="bibr" rid="B25">Latta and Fryxell, 1970</xref>), as seen in <xref ref-type="fig" rid="F1">Figure 1</xref>. The possible explanation for this discrepancy that readily suggests itself is the oxidation of the original substance, in terms of the accommodation of additional oxygen atoms (interstitial defects) in the crystal lattice of the original structure during experiments which may influence their outcome. To characterize this effect quantitatively, a through theoretical study of the oxydation process is required which goes far beyond the scope of our work. Specifically, at low concentrations these defects take the form of single oxygen atoms, however, as more oxygen is added to the original lattice, the defects aggregate to form clusters, such that the knowledge of the clustering scheme is required for the quantitative characteristics of the discrepancy between the theoretical and experimental melting points.</p>
<p>Thorough combined experimental and theoretical studies of the factors that may be responsible for the observed discrepancies in the values of <italic>T</italic>
<sub>
<italic>m</italic>
</sub> in different experiments were recently conducted by two research groups (<xref ref-type="bibr" rid="B15">Efipano et al., 2020</xref>; <xref ref-type="bibr" rid="B16">Fouquet-M&#xe9;tivier et al., 2023</xref>). In (35) the melting behavior of americium-uranium MOX under different atmospheres was investigated, and it was concluded that uranium-rich samples melt at temperatures significantly lower (around 2700&#xa0;K) when they are laser-heated in a strongly oxidizing atmosphere (compressed air) compared to the melting points (beyond 3000&#xa0;K) registered for the same compositions in an inert environment (pressurised Ar). This behavior was interpreted on the basis of the strong oxidation of such samples in air, leading to lower <italic>T</italic>
<sub>
<italic>m</italic>
</sub>s in the corresponding experiments. The results of 6) shown in <xref ref-type="fig" rid="F1">Figure 1</xref> are obtained using laser heating in pressurized (up to 300&#xa0;MPa) atmosphere aimed at suppressing as much as possible the evaporation from the heated surface. In (36) the phase diagram of U-Pu-O system was studied. For uranium-rich samples, strong interaction with tungsten crucibles, and some interaction with rhenium crucibles was detected which explains why lower <italic>T</italic>
<sub>
<italic>m</italic>
</sub>s are systematically obtained using thermal arrest technique used in older experiments. The results of (7) shown in <xref ref-type="fig" rid="F1">Figure 1</xref> are obtained using this technique. The influence of the atmosphere in the laser heating tests was also highlighted. Specifically, uranium-rich samples tend to oxidize in air, which leads to a progressive decrease of the corresponding <italic>T</italic>
<sub>
<italic>m</italic>
</sub>s, and those that result from melting in argon atmosphere were recommended as more reliable.</p>
</sec>
<sec id="s6">
<title>6 Concluding remarks</title>
<p>Here we briefly summarize the main results of this work.</p>
<p>We have calculated the ambient melting points of the six stable stoichiometric uranium oxides via <italic>ab initio</italic> QMD simulations using the Z method implemented with VASP. The six melting points are listed in <xref ref-type="table" rid="T1">Table 1</xref>, along with the corresponding ambient melting densities. Because experimental values of the ambient melting densities are not available in the literature yet, our theoretical results should serve as a guideline for future experiments.</p>
<p>Both the melting transition and the superionic transition preceding melting can be characterized quantitatively in each of the six cases of QMD simulations.</p>
<p>The <italic>ab initio</italic> ambient melting points of the three prevalent uranium oxides, UO<sub>2</sub>, U<sub>3</sub>O<sub>8</sub> and UO<sub>3</sub>, obtained in our work are in good agreement with the corresponding experimental and/or theoretical data. Those of the remaining three, U<sub>4</sub>O<sub>9</sub>, U<sub>3</sub>O<sub>7</sub> and U<sub>2</sub>O<sub>5</sub>, as well as that of U<sub>3</sub>O<sub>8</sub>, can be assigned a common value of 2465 &#xb1; 65&#xa0;K. This is consistent with the 3-phase (horizontal) equilibrium line on the U-O phase diagram at 2450&#xa0;K shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. This figure clearly demonstrates that a family of the six ambient melting points map out a solid-liquid transition boundary consistent with the high-temperature portion of the phase diagram of uranium-oxygen system suggested by <xref ref-type="bibr" rid="B4">Babelot et al. (1986)</xref> rather than that of <xref ref-type="bibr" rid="B27">Manara et al. (2005)</xref>.</p>
<p>In view of our findings of the values of the congruent melting points of the three less prevalent stoichiometric uranium oxides, the uranium-oxygen phase digram shown in <xref ref-type="fig" rid="F1">Figure 1</xref> should be reconsidered appropriately. This will be discussed in more detail in one of our future publications.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>Methodology: LB, SR, and RB; investigation (QMD simulations): LB, writing&#x2013;original draft preparation: LB; writing&#x2013;review and editing: SR and RB; project administration: RB; funding acquisition: SR. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This research was carried out under the auspices of the US DOE/NNSA.</p>
</sec>
<ack>
<p>The QMD simulations have been performed on the LANL cluster Badger as part of the Institutional Computing projects w20<sub>&#x2212;</sub>phadiagurox and w22<sub>&#x2212;</sub>phadiagractox.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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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