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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="publisher-id">1361541</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2024.1361541</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Multi-physics and multi-scale modeling and simulation methods for nuclear reactor application</article-title>
<alt-title alt-title-type="left-running-head">Peng 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/fenrg.2024.1361541">10.3389/fenrg.2024.1361541</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Peng</surname>
<given-names>Xingjie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1345692/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Shichang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1459013/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Qingming</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1357441/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liang</surname>
<given-names>Jingang</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1574231/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yu</surname>
<given-names>Jiankai</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/557618/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Science and Technology on Reactor System Design Technology Laboratory</institution>, <institution>Nuclear Power Institute of China</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>North China Electric Power University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Xi&#x2019;an Jiaotong University</institution>, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Tsinghua University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Massachusetts Institute of Technology Cambridge</institution>, <addr-line>Cambridge</addr-line>, <addr-line>MA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited and reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/79680/overview">Shripad T. Revankar</ext-link>, Purdue University, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shichang Liu, <email>liu-sc@ncepu.edu.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1361541</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Peng, Liu, He, Liang and Yu.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Peng, Liu, He, Liang and Yu</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>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front. Energy Res." xlink:href="https://www.frontiersin.org/researchtopic/43319" ext-link-type="uri">Editorial on the Research Topic <article-title>Multi-physics and multi-scale modeling and simulation methods for nuclear reactor application</article-title>
</related-article>
<kwd-group>
<kwd>multi-physics</kwd>
<kwd>multi-scale</kwd>
<kwd>modeling and simulation</kwd>
<kwd>nuclear reactor</kwd>
<kwd>radiation damage</kwd>
</kwd-group>
<contract-num rid="cn001">12175067</contract-num>
<contract-num rid="cn002">A2022502008</contract-num>
<contract-num rid="cn003">2022JG002</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Natural Science Foundation of Hebei Province<named-content content-type="fundref-id">10.13039/501100003787</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Fundamental Research Funds for the Central Universities<named-content content-type="fundref-id">10.13039/501100012226</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nuclear Energy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>A nuclear reactor works within an intricate circumstance characterized by complicated multi-physics and multi-scale interactions. Its operation necessitates a comprehensive analysis of the interplay among neutronics, fuel property, thermal and hydraulic engineering, chemical kinetics, and the interconnection among the reactor core and the primary loop. By utilizing high fidelity numerical simulations, taking into account the coupling between diverse physics, and providing formidable numerical simulation tools, achieving security, reliable, and cost-effective operation is attainable. Historically, reduced models were employed to represent certain physics phenomena. However, recent advancements in numerical calculation theory, software development, and the capabilities of HPC have propelled the evolution of reactor computational tools towards a paradigm that embraces multi-physics and high-fidelity simulations.</p>
<p>Many research has been conducted by coupling multi-physics and multi-scale codes, such as deterministic/Monte Carlo neutronics codes (<xref ref-type="bibr" rid="B4">Liu et al., 2017</xref>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1088718">Fang et al.</ext-link>), fuel thermodynamics codes (<xref ref-type="bibr" rid="B9">Yu et al., 2020a</xref>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1145046">Liu et al.</ext-link>), system codes (<xref ref-type="bibr" rid="B2">Barbe et al., 1999</xref>), subchannel codes (<xref ref-type="bibr" rid="B6">Wang et al., 2017</xref>; <xref ref-type="bibr" rid="B10">Yu et al., 2020b</xref>), Computational Fluid Dynamics (CFD) codes (<xref ref-type="bibr" rid="B1">Bakanov et al., 2004</xref>; <xref ref-type="bibr" rid="B3">Dai et al., 2020</xref>), etc. The modeling and simulation of multi-physics and multi-scale phenomena will benefit the nuclear industry by capturing more realistic physical behaviors inside the reactor core.</p>
<p>We have collected three papers on nuclear reactor multi-physics and multi-scale coupling approach advance by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2022.1009515">Hu et al.</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1088718">Fang et al.</ext-link>, and <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1145046">Liu et al.</ext-link> <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2022.1009515">Hu et al.</ext-link> pioneered the application of the FEM to imitate the fluid-structure interplay between fuel assembly and cooling material within the Xi&#x2019;an Pulsed Reactor core. Their work revealed that, under the specified earthquake conditions, the fluid-structure interplay effect in this reactor core is notably weak. Consequently, it has been established that this interaction does not pose a threat to the security of the reactor core and is safely disregarded. In a separate study, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1088718">Fang et al.</ext-link> conducted a comprehensive analysis of the full-core neutronics/thermal-hydraulics (NE/TH) coupling in the Small Lead-based Fast Reactor (SLFR). The interconnection evaluation results for SLFR demonstrated that crucial thermal-hydraulic factors, such as the cladding, fuel&#x2019;s highest temperature, and coolant, as well as the peak flow rate of coolant, all conform to the specified design criteria. Furthermore, the thermal-hydraulic response imparted negative reactivity feedback (approximately &#x2212;200&#xa0;pcm), exerting only a minimal impact upon power dispersion (less than 0.5%). In another noteworthy contribution, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1145046">Liu et al.</ext-link> developed a sophisticated several physics interconnected model for fuel rod behavior using the COMSOL in conjunction with the 3D Monte Carlo neutron transport code RMC.</p>
<p>We have gathered three articles on phase field study of nuclear reactor materials by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2022.1080819">Ma et al.</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1088742">Wu et al.</ext-link>, and <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2022.1092433">Ma et al.</ext-link> In their study, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2022.1080819">Ma et al.</ext-link> utilized a phase-field model to explore the nucleation and growth phenomena of grains in U<sub>3</sub>Si<sub>2</sub>, and a statistical Rayleigh distribution was formulated to depict the grain size distribution. This statistical analysis shows that grain size evolution behavior in U<sub>3</sub>Si<sub>2</sub> obeys Rayleigh distribution. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1088742">Wu et al.</ext-link>&#x2019;s work studied the statistical and dynamic characteristics of material structure and flaw evolution in materials with varying alloying element compositions and temperatures. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2022.1092433">Ma et al.</ext-link>&#x2019;s work studied the time-space kinetics of Xe bubble development in U<sub>3</sub>Si<sub>2</sub> by using the mesoscopic phase field method. It is found that a effective phase field method for studying the evolution of Xe bubbles in U<sub>3</sub>Si<sub>2</sub>. This methodology exhibits potential for further exploration into swelling behaviors in various fuels, laying a robust foundation for the advancement of Accident Tolerant Fuel (ATF) assembly development.</p>
<p>We have collected two papers on advanced coupling algorithm developments by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2022.1101050">Zhang and Zhou</ext-link> and <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1123714">Wang et al.</ext-link> <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2022.1101050">Zhang and Zhou</ext-link>&#x2019;s work proposed a parallel Jacobian-Free Newton Krylov discrete ordinates method (comePSn_JFNK) in their work to address the solution of multi-dimensional multi-group pin-by-pin neutron transport models. This approach maximizes the effectiveness and parallel processing capabilities offered by the JFNK structure, while conc urrently leveraging the high-precision associated with the Sn method for extensive simulations. In their research, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1123714">Wang et al.</ext-link> successfully developed a full neutron spectrum code known as FSAR, specifically tailored to meet the demands of advanced reactors characterized by a broad neutron energy range. This innovative code serves as a valuable tool for simulations targeting advanced reactor scenarios.</p>
<p>We have collected one paper on reactor behavior analyses using advanced coupling tools by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1028079">Hu et al.</ext-link> <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1028079">Hu et al.</ext-link>&#x2019;s work developed a novel nuclear data processing code named AXSP, outlining its methodology and evaluating its operational efficiency.</p>
<p>Through the incorporation of modeling and simulation that spans various physics and scales, a &#x201c;digital reactor&#x201d; can be constructed, which can improve efficiency, reduce costs, and enhance safety by providing assistances on the design and construction of new reactors, operation and maintenance of in-service reactors, retirement and lifespan extension of old reactors. In the future, the efficiency, versatility and flexibility of coupling should be improved by unified solving framework, which is a key direction for the advance of digital reactor technique.</p>
</body>
<back>
<sec id="s1">
<title>Author contributions</title>
<p>XP: Writing&#x2013;original draft, Writing&#x2013;review and editing. SL: Conceptualization, Funding acquisition, Writing&#x2013;original draft, Writing&#x2013;review and editing. QH: Writing&#x2013;original draft, Writing&#x2013;review and editing. JL: Writing&#x2013;original draft, Writing&#x2013;review and editing. JY: Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s2">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was partially supported by Project 12175067/U2330117 of the National Natural Science Foundation of China, the Natural Science Foundation of Hebei Province (no. A2022502008).</p>
</sec>
<sec sec-type="COI-statement" id="s3">
<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="s4">
<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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