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<article article-type="review-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. Catal.</journal-id>
<journal-title>Frontiers in Catalysis</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Catal.</abbrev-journal-title>
<issn pub-type="epub">2673-7841</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">754167</article-id>
<article-id pub-id-type="doi">10.3389/fctls.2021.754167</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Catalysis</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Synthesis of Single-Atom Catalysts Through Top-Down Atomization Approaches</article-title>
<alt-title alt-title-type="left-running-head">Zhang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Single Atom Catalysts</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Aijing</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Mingzheng</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Siyuan</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chai</surname>
<given-names>Maorong</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jiang</surname>
<given-names>Shengjuan</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1408247/overview"/>
</contrib>
</contrib-group>
<aff>State Power Investment Corporation Hydrogen Energy Company, Ltd. Co., <addr-line>Beijing</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/126878/overview">Stefania Specchia</ext-link>, Politecnico di Torino, Italy</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/1126759/overview">Biswarup Chakraborty</ext-link>, Indian Institute of Technology Delhi, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1126776/overview">Gui-Rong Zhang</ext-link>, Tianjin Polytechnic University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shengjuan Jiang, <email>jiangsj1986@sina.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Electrocatalysis, a section of the journal Frontiers in Catalysis</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>1</volume>
<elocation-id>754167</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Zhang, Zhou, Liu, Chai and Jiang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Zhang, Zhou, Liu, Chai and Jiang</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Single-atom catalysts (SACs) have emerged as a hot research topic in recently years, and have been intensively investigated for energy storage and conversion applications. Significant advances in the synthesis of SACs have been achieved through enormous efforts in this area, however, their application is hindered by the low active site loading and poor long-term stability. In contrast with other methods, atomization, in which the SACs are synthesized from transformation of the nanoparticles to atomic sites, is a very attractive and innovative top-down approach to achieve high-density supported active sites with outstanding stability. However, limited attention has been paid to this area, despite the significant advances achieved in the past two years. In this short review, we discuss in detail the latest advances in atomization approaches for the synthesis of SACs and highlight the associated advantages and opportunities.</p>
</abstract>
<kwd-group>
<kwd>single atom catalysts</kwd>
<kwd>synthesis</kwd>
<kwd>nanoparticles</kwd>
<kwd>atomization</kwd>
<kwd>stability</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Nanomaterials are widely employed in environmental protection, energy storage/conversion, petrochemical engineering, and other fields (<xref ref-type="bibr" rid="B2">Amin et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B1">Abdalla et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B28">Hodges et&#x20;al., 2018</xref>). In particular, they exhibit excellent properties and play a critical role in energy-related areas (<xref ref-type="bibr" rid="B4">Bevilacqua et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B44">Mao and Hatton, 2015</xref>; <xref ref-type="bibr" rid="B13">Cheng et&#x20;al., 2016a</xref>; <xref ref-type="bibr" rid="B12">Cheng et&#x20;al., 2018</xref>). The typical size of these materials is around 10&#xa0;nm, which endows them with a larger specific surface area and exposed catalytic sites (<xref ref-type="bibr" rid="B17">Cheng et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B16">Cheng et&#x20;al., 2015</xref>). Owing to the high cost and low abundance of precious metals, scientists and engineers are directing their efforts to increase the catalytic efficiency and utilization of the individual precious metal atoms by decreasing the nanoparticle (NP) size (<xref ref-type="bibr" rid="B54">Shao et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B7">Cargnello et&#x20;al., 2013</xref>). Nevertheless, this reduced sizes cannot meet the demands of green chemistry applications, which require that most atoms of the nanomaterial participate in the catalytic reactions, in order to maximize their utilization (<xref ref-type="bibr" rid="B65">Yang et&#x20;al., 2013</xref>). Noble metal reduction has attracted enormous attention, and approaches to reduce the NP size to clusters or even single atoms have been investigated (<xref ref-type="bibr" rid="B54">Shao et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B51">Reske et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B15">Cheng et&#x20;al., 2016b</xref>). In contrast with supported NPs, which contain surface-active centers with different coordination environments, single-atom catalysts (SACs) consist of separated atoms, which endows these materials with very good uniformity (<xref ref-type="bibr" rid="B73">Zhang and Zheng, 2016</xref>; <xref ref-type="bibr" rid="B33">Kim et&#x20;al., 2018</xref>). This reduces the complexity of the NPs and provides an effective approach to obtain homogenous catalysts.</p>
<p>SACs have attracted wide attention in recent years because of optimal atom utilization, controlled metal coordination environments, unique electronic properties, and homogeneous distribution of catalytic active site (<xref ref-type="bibr" rid="B40">Liu, 2017</xref>; <xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2018a</xref>; <xref ref-type="bibr" rid="B12">Cheng et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B70">Zhang et&#x20;al., 2018</xref>). The electronic configurations of the highly dispersed atoms can be tuned by modifying the coordination environments, resulting in a class of materials with unique properties (<xref ref-type="bibr" rid="B30">Huang et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B21">Deng et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B23">Fei et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B62">Xiao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B36">Lei et&#x20;al., 2020</xref>). The distinctive properties of the SACs have attracted considerable interest, especially in the area of catalysis.</p>
<p>Owing to their high surface energy, SACs are loaded on supports and are normally referred to as supported SACs (<xref ref-type="bibr" rid="B40">Liu, 2017</xref>; <xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2018a</xref>; <xref ref-type="bibr" rid="B12">Cheng et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B70">Zhang et&#x20;al., 2018</xref>). The use of SACs has been explored for various applications, such as oxygen reduction/evolution reactions (<xref ref-type="bibr" rid="B69">Zhang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B49">Pan et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B64">Yang et&#x20;al., 2018</xref>), carbon dioxide reduction (<xref ref-type="bibr" rid="B18">Cheng et&#x20;al., 2019b</xref>; <xref ref-type="bibr" rid="B19">Cheng et&#x20;al., 2019c</xref>), nitrogen reduction (<xref ref-type="bibr" rid="B72">Zhang R. et&#x20;al., 2019</xref>), and organic synthesis (<xref ref-type="bibr" rid="B67">Zhang et&#x20;al., 2016</xref>). In the past several years, substantial efforts have been dedicated to develop new SACs for a variety of applications, and novel methods have been employed for their synthesis (<xref ref-type="bibr" rid="B55">Szuromi, 2016</xref>; <xref ref-type="bibr" rid="B40">Liu, 2017</xref>; <xref ref-type="bibr" rid="B18">Cheng et&#x20;al., 2019b</xref>). Recent studies found that SACs can be synthesized by atomization of NPs; this novel strategy provides a route to synthesize SACs with high loading and superior stability. In this review, we first summarize the synthesis methods for SACs and the chemical interaction between the single atoms and their supports. Then, we describe atomization approaches for SAC synthesis and discuss the associated opportunities.</p>
</sec>
<sec id="s2">
<title>The Road to Atomization Approaches</title>
<p>The synthesis of SACs remains a hot topic, a large number of methods have been developed. These include wet-chemistry, pyrolysis, atomic layer deposition, special confinement (<xref ref-type="bibr" rid="B65">Yang et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B56">Wang et&#x20;al., 2018a</xref>; <xref ref-type="bibr" rid="B70">Zhang et&#x20;al., 2018</xref>). The key challenge in SAC synthesis is to avoid the aggregation of the metal atoms resulting from the high surface energy of the atomically dispersed metal atoms. The atomic sites are stabilized through strong metal&#x2013;support interactions on supports such as metals, metal oxides, chalcogenides, and carbon materials (<xref ref-type="bibr" rid="B30">Huang et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B58">Wang et&#x20;al., 2018c</xref>; <xref ref-type="bibr" rid="B62">Xiao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B36">Lei et&#x20;al., 2020</xref>). A strong interaction between metal atoms and support is required to stabilize the dispersed metal atoms (<xref ref-type="bibr" rid="B18">Cheng et&#x20;al., 2019b</xref>). Moreover, a strong coordination environment is the prerequisite to obtain stable SACs. The strong interaction between metal atoms and support will unavoidably affect the properties of both components (<xref ref-type="bibr" rid="B65">Yang et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B18">Cheng et&#x20;al., 2019b</xref>), thus offering great opportunities for designing catalysts with controlled characteristics (<xref ref-type="bibr" rid="B65">Yang et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B18">Cheng et&#x20;al., 2019b</xref>).</p>
<p>The key step in SAC synthesis is to control the metal&#x2013;support interactions (<xref ref-type="bibr" rid="B40">Liu, 2017</xref>). This interaction is highly dependent on the anchoring sites, such as defects or functionalities introduced to immobilize the metal atoms (<xref ref-type="bibr" rid="B41">Liu, 2016</xref>). The ultimate goal in the synthesis process is to create anchoring sites for the metal atoms (<xref ref-type="bibr" rid="B35">Lee et&#x20;al., 2008</xref>). These sites can be created before supporting the metal atoms, or formed <italic>in situ</italic> at high temperature, simultaneously with the single-metal atomic sites (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). In the case of the initial preparation of anchoring sites for stabilizing the metal atoms, a number of methods have been developed since the advent of SACs. They include wet chemistry (<xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2018a</xref>; <xref ref-type="bibr" rid="B42">Liu et&#x20;al., 2020</xref>), atomic layer deposition (<xref ref-type="bibr" rid="B11">Cheng and Sun, 2017</xref>), and photochemical reduction (<xref ref-type="bibr" rid="B59">Wei et&#x20;al., 2017</xref>) strategies. In these methods, the supports are initially treated by etching or functionalization to provide defect sites able to stabilize the isolated metal atoms (<xref ref-type="bibr" rid="B74">Zhang Y. et&#x20;al., 2019</xref>). The introduction of defects or ligands of complexes on the support surface facilitates the chemical combination between single atoms and substrate. Therefore, regardless of the wet chemistry, atomic layer deposition, or photochemical reduction approach employed, the success of the synthesis does not depend on how the precursor is introduced, e.g., <italic>via</italic> solvent or vapor, but relies on the anchoring sites provided. In order to stabilize the atomically dispersed metal atoms, the SACs should normally be annealed at high temperature to create a coordination strong enough to stabilize the atoms during the catalytic process; however, the annealing process unavoidably leads to aggregation of the metal atoms. More importantly, surface defect engineering normally provides a limited amount of surface anchoring sites and leads to weak binding before annealing; this inevitably results in aggregation of metal atoms and low loading of single atoms, which limits the application of this approach in catalysis.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Methods adopted for the synthesis of defects before adsorption of metal ions. <bold>(B)</bold> Atomization methods for the synthesis of SACs.</p>
</caption>
<graphic xlink:href="fctls-01-754167-g001.tif"/>
</fig>
<p>In practice, a good catalyst should have a high turnover frequency and a large number of accessible active sites, as well as good stability (<xref ref-type="bibr" rid="B61">Won-Jun et&#x20;al., 2018</xref>). Normally, the turnover frequency is strongly dependent on the type of active sites, the coordination environment, and the support, which can affect the electronic structure of the active sites. Enormous efforts have been dedicated to develop new catalysts able to achieve a high turnover frequency through control of the coordination environments (<xref ref-type="bibr" rid="B46">Munnik et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B25">Gao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B38">Li et&#x20;al., 2020a</xref>). Because the high temperature can normally create more dynamic defects, the <italic>in situ</italic> formation of defects during the annealing process is attracting increasing attention (<xref ref-type="bibr" rid="B27">Hiroshi, 2014</xref>). Taking carbon-supported SACs as an example, non-metal dopants such as N, P, and S could form defects able to stabilize the single metal atoms and avoid their aggregation or migration during the annealing process (<xref ref-type="bibr" rid="B74">Zhang Y. et&#x20;al., 2019</xref>). During the pyrolysis process, metal atoms can be anchored by the <italic>in situ</italic>-formed defects, providing a strategy to achieve high-density atomic sites. As a further route to avoid aggregation, spatial confinement strategies can be employed to further prevent the migration of single atoms, especially when large amounts of metal precursor are introduced (<xref ref-type="bibr" rid="B39">Li Z. et&#x20;al., 2020</xref>). The materials employed for spatial confinement are porous systems such as metal&#x2013;organic frameworks (MOFs), covalent organic frameworks (COFs), carbon nitrides, lamellar materials, graphdiyne, porous carbon, and zeolites (<xref ref-type="bibr" rid="B39">Li Z. et&#x20;al., 2020</xref>). Unfortunately, these strategies normally leads to encapsulation of the active sites inside the structure rather than on the surface, which results in low utilization of metal atoms (<xref ref-type="bibr" rid="B29">Hou et&#x20;al., 2020</xref>).</p>
<p>Although the development of SACs with a high density of surface-active sites is critically important, this is not an easy task. One of the important strategies to achieve a high weight content of single atoms over carbon is to simultaneously create defects for trapping single atoms (<xref ref-type="bibr" rid="B57">Wang J.&#x20;et&#x20;al., 2018</xref>). In this process, the <italic>in situ</italic>-created defects will be stabilized and thus increase the metal loading, because high-temperature annealing can create a huge number of dynamic defects. The latter can trap the metal atoms to form a stable coordination environment, leading to a high loading of surface-supported single atoms with high stability.</p>
<p>Intriguingly, recent research found that metal NPs can be dispersed into atoms at high temperatures (<xref ref-type="bibr" rid="B26">Hermenegildo, 2014</xref>). Conventionally, owing to the thermal migration of metal atoms, single metal atoms or ultrafine metal NPs with high surface free energy tend to aggregate into larger particles under high-temperature conditions, in a process called Ostwald ripening (<xref ref-type="bibr" rid="B43">Lochhead, 2017</xref>). Once these migrating atoms are effectively trapped by the dynamic defects at high temperature, atomically dispersed metal sites are formed. Therefore, anti-Ostwald ripening is an efficient way to obtain SACs, and the transformation of the support at high temperature can usually provide more dynamic spaces for anchoring metal atoms (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>), achieving a high surface density of single atoms. More importantly, the formation of single atom sites at high temperature can create a strong bond between the metal atoms and the substrate, thus endowing the materials with high stability and preventing the sintering of the dispersed atomic sites (<xref ref-type="bibr" rid="B45">Moliner et&#x20;al., 2016</xref>). These advantages indicate an innovative route to achieve high-density single-atom active sites with outstanding stability.</p>
</sec>
<sec id="s3">
<title>Recent Advances in Atomization for SAC Synthesis</title>
<p>At high temperature, the presence of the defects in metal oxides is more dynamic and the defect concentration is significantly higher than at room temperature; this opens up opportunities to obtain high-density single atoms with enhanced stability (<xref ref-type="bibr" rid="B53">Sasaki and Maier, 1999</xref>). Metal oxides are ideal supports that can provide defects or vacancies, especially at high temperature, creating dynamic sites able to immobilize the migrating atoms (<xref ref-type="bibr" rid="B32">Jones et&#x20;al., 2016</xref>). SACs based on noble metals such as Pt, Pd, and Au have been synthesized by mixing the NP source with metal oxide supports (<xref ref-type="bibr" rid="B66">Yu-Yao and Kummer, 1987</xref>). Under high-temperature conditions, Pt can be released as volatile PtO<sub>2</sub> and transferred from the pristine metal nanoparticles to the metal oxide (<xref ref-type="bibr" rid="B66">Yu-Yao and Kummer, 1987</xref>; <xref ref-type="bibr" rid="B5">Bruix et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B45">Moliner et&#x20;al., 2016</xref>). Ceria oxide has been shown to provide a type of &#x201c;nanopocket&#x201d; able to bind Pt<sup>2&#x2b;</sup> ions so strongly that they withstand sintering and bulk diffusion (<xref ref-type="bibr" rid="B5">Bruix et&#x20;al., 2014</xref>). Neitzel et&#x20;al. pointed out that the Pt cations remain stable on the surface of the substrate, instead of diffusing into the ceria bulk (<xref ref-type="bibr" rid="B47">Neitzel et&#x20;al., 2016</xref>). Based on these findings, the Datye group found that aluminum oxide-supported Pt NPs can be converted into single Pt atoms and trapped on CeO<sub>2</sub> (100) surfaces. Compared with ceria cubes, it is easier to trap Pt species on polyhedral ceria and ceria nanorods to form atomically dispersed catalysts, suggesting that the support plays an important role (<xref ref-type="bibr" rid="B32">Jones et&#x20;al., 2016</xref>). <xref ref-type="bibr" rid="B45">Moliner et&#x20;al. (2016)</xref> found that Pt NPs can transform into single Pt atoms in O<sub>2</sub> atmosphere and high-temperature conditions. Reversible conversion of NPs and single atoms can be achieved efficiently in reducing and oxidizing atmospheres (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) (<xref ref-type="bibr" rid="B45">Moliner et&#x20;al., 2016</xref>). Using <italic>N</italic>, <italic>N</italic>, <italic>N</italic>-trimethyl-1-adamantammonium and a Pt-mercapto complex as organic structure-directing agent and Pt precursor, respectively, single Pt atoms were synthesized in O<sub>2</sub> atmosphere; these atoms were stable at 650&#xb0;C. The Pt&#x2013;O coordination number was found to be 2.71 after calcination at 500&#xb0;C. Pt single atoms supported on highly siliceous chabazite could convert &#x3e;80% of ethylene to ethane (<xref ref-type="bibr" rid="B45">Moliner et&#x20;al., 2016</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Scheme of reversible conversion between Pt NPs and single atoms supported on high-silica chabazite (high Si-CHA) zeolite. <bold>(B)</bold> Aberration-corrected high-angle annular dark-field scanning transmission electron microscopy (HAADF-STEM) images of reduced Pt-chabazite. <bold>(C, D)</bold> particle size distributions of <bold>(C)</bold> reduced Pt-chabazite and <bold>(D)</bold> Sample subjected to 20-min <italic>in situ</italic> O <sub>2</sub> treatment. <bold>(E)</bold> Comparison of ethylene and propylene hydrogenation performances of Pt-highly siliceous chabazite and Pt/SiO<sub>2</sub>. Reproduced with permission from (<xref ref-type="bibr" rid="B45">Moliner et&#x20;al., 2016</xref>). Copyright 2016, American Chemical Society.</p>
</caption>
<graphic xlink:href="fctls-01-754167-g002.tif"/>
</fig>
<p>Recently, <xref ref-type="bibr" rid="B6">Cai et&#x20;al. (2019)</xref> reported an effective way to convert noble Au NPs to single atoms by annealing and used this approach to anchor Au single atoms on Ni<sub>2</sub>P (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). First, nanoscale Au@Ni<sub>2</sub>P yolk&#x2013;shell structures were synthesized using chloroauric acid, oleylamine, octadecylene, and triphenylphosphine. Then, the Au@Ni<sub>2</sub>P yolk&#x2013;shell structure was heated to 350&#xb0;C and kept at that temperature for 1&#xa0;h. The annealing procedure can change the morphology and atomic structure of Au@Ni<sub>2</sub>P nanoparticles, and the results of aberration-corrected <italic>in situ</italic> high-resolution STEM showed that single Au atoms could be well dispersed in the Ni<sub>2</sub>P matrix by diffusing into the Ni<sub>2</sub>P shell. At 1.47&#xa0;V <italic>vs.</italic> RHE, the annealed sample exhibited a better oxygen evolution performance than fresh Au@Ni<sub>2</sub>P, pure Ni<sub>2</sub>P, and commercial IrO<sub>2</sub>, with 12-, 40-, and 16-fold increases in the oxygen evolution reaction (OER) rate, respectively (<xref ref-type="bibr" rid="B6">Cai et&#x20;al., 2019</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> Scheme of conversion of Au NPs to Au single atoms using a yolk-shell structure. <bold>(B,C)</bold> Images of Au single atoms in Ni2P matrix (single Au atoms and small Au cluster are represented as white and red circles, respectively). Reproduced with permission from (<xref ref-type="bibr" rid="B6">Cai et&#x20;al., 2019</xref>). Copyright 2019, American Chemical Society.</p>
</caption>
<graphic xlink:href="fctls-01-754167-g003.tif"/>
</fig>
<p>
<xref ref-type="bibr" rid="B30">Huang et&#x20;al. (2012)</xref> synthesized Ag single atoms supported on hollandite-type manganese oxide by <italic>in situ</italic> atomization of supported Ag NPs. Typically, the Ag NPs were supported onto hollandite-type manganese oxide upon annealing at 230&#x2009;&#xb0;C, as the Ag NPs fragmented into Ag atoms and migrated to the inside of the hollandite-type manganese oxide. This was followed by the formation of single Ag atom chains, resulting in the Ag atoms being anchored at hollandite-type manganese oxide tunnel openings. The conversion of Ag NPs to single Ag atom chains by annealing was demonstrated by X-ray diffraction (XRD), high-resolution transmission electron microscopy (HRTEM), and Fourier-transform extended X-ray absorption fine structure (EXAFS) characterizations. The single Ag atom catalyst exhibited superior ability in the activation of lattice oxygen atoms and molecular oxygen, which promote the oxidation of formaldehyde (<xref ref-type="bibr" rid="B30">Huang et&#x20;al., 2012</xref>). <xref ref-type="bibr" rid="B34">Lang et&#x20;al. (2019)</xref> used covalent metal&#x2013;support interactions to trap vaporized Pt atoms on the surface of Fe<sub>2</sub>O<sub>3</sub> and synthesize a high-loading Pt SAC. As the temperature increased from 300 to 700&#xb0;C, the Pt NPs were converted to Pt single atoms on Fe<sub>2</sub>O<sub>3</sub> (<xref ref-type="bibr" rid="B34">Lang et&#x20;al., 2019</xref>). The Pt NPs eventually disappeared and a high density of single Pt atoms was obtained by calcination at 800&#xb0;C for 5&#xa0;h. Calculation results showed that the formed Pt atoms coordinated four surface oxygen atoms, with an average Pt&#x2013;O length of 1.94&#xa0;&#xc5;. And the obtained catalyst methane combustion exhibited outstanding activity to promote methane combustion. (<xref ref-type="bibr" rid="B34">Lang et&#x20;al., 2019</xref>).</p>
<p>Carbon materials are effective supports for achieving high loadings of single atoms, owing to their high surface area and tunable structure. The introduction of heteroatoms (e.g., N, B, and P) in carbon nanomaterials can alter their electronic structure, providing inhomogeneous anchoring sites for metal atoms that could break the inert C<sub>6</sub> symmetry (<xref ref-type="bibr" rid="B48">Nistor et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B20">Dai et&#x20;al., 2015</xref>). Owing to the ultrahigh doping levels that could be introduced, carbon supports provide an ideal pathway to achieve high loadings of single atoms (<xref ref-type="bibr" rid="B12">Cheng et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B63">Yan et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B8">Chang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B14">Cheng et&#x20;al., 2019a</xref>). Conventionally, the efficient way to synthesize carbon-supported SACs is to mix metal salt precursors with carbon and heteroatom precursors (<xref ref-type="bibr" rid="B18">Cheng et&#x20;al., 2019b</xref>). During this process, metal atoms (M) coordinate nitrogen, phosphorus, sulfur, and/or carbon atoms, forming M&#x2013;N/S/P/C-based single atoms (<xref ref-type="bibr" rid="B10">Chen et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B37">Li et&#x20;al., 2018</xref>). A recent study showed that using metal NPs annealed with carbon and nitrogen sources could be used to synthesize SACs. Yang et&#x20;al. (<xref ref-type="bibr" rid="B31">Jian et&#x20;al., 2018</xref>) prepared Ni atoms supported on the surface of carbon nanotubes (CNTs) and applied them to catalyze the electroreduction of CO<sub>2</sub>. Owing to thermal diffusion, Ni NPs trapped on the carbon nanotubes can be converted to single Ni atoms on the surface (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). The Ni NPs contribute to break C&#x2013;C bonds on the carbon nanotube surface; then, the fragmented Ni atoms can be anchored by the N defects on the surface of the carbon matrix, after which the Ni NPs are gradually transformed into Ni single atoms. The conversion process was demonstrated by <italic>in situ</italic> environmental TEM. Quantitative EXAFS fitting results showed that the Ni atoms had a coordination number of 4.3 and a mean bond length of 1.89&#xa0;&#xc5;, in contrast to the 12 and 2.48&#xa0;&#xc5; values measured for Ni NPs, respectively. The Ni SACs showed a higher electrocatalytic current than N-doped carbon and carbon nanotubes for electrochemical reduction of carbon dioxide. Similarly, <xref ref-type="bibr" rid="B22">Fan et&#x20;al. (2020)</xref> synthesized Ni single atoms on the surface of N-doped carbon nanotubes through conversion of Ni NPs to Ni SAs at high temperature, using a polymeric layer of resorcinol, melamine and formaldehyde. Thermal migration on the CNT surface facilitated migration of Ni NPs into N-doped carbon nanotubes to form the Ni&#x2013;N coordination shell. The atomic dispersed Ni atoms provided highly efficient electrocatalytic carbon dioxide reduction at low overpotentials to procude CO, showing a CO faradaic efficiency over 90%, turnover frequency upto 12,000&#xa0;h<sup>&#x2212;1</sup>, outperforming current state-of-the-art single atom catalysts.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> Schematic illustration of the formation of single Ni atoms supported on N-doped carbon nanotubes (NC-CNTs) derived from resorcinol-melamine-formaldehyde resin (RMF). <bold>(B)</bold> HAADF-STEM image of individual single Ni atoms supported on N-doped carbon nanotubes and corresponding energy-dispersive X-ray spectroscopy (EDX) maps. <bold>(C)</bold> HAADF-STEM image. <bold>(D)</bold> High-magnification HAADF-STEM image. <bold>(E)</bold> Linear sweep voltammetry (LSV) curves acquired under CO<sub>2</sub>-saturated (solid line) or Ar-saturated (dashed line) conditions (Fan et&#x20;al., 2019). Reproduced with permission from (Fan et&#x20;al., 2019). Copyright 2018, Wiley-VCH.</p>
</caption>
<graphic xlink:href="fctls-01-754167-g004.tif"/>
</fig>
<p>Rong et&#x20;al. synthesized a Bi SAC on N-doped carbon using <italic>in situ</italic> pyrolysis of a Bi-based metal&#x2013;organic framework and dicyandiamide. The decomposition of dicyandiamide released NH<sub>3</sub>, which facilitated the atomization of Bi NPs. And the single-atom Bi-N<sub>4</sub> site was demonstrated the dominating active sites for carbon dioxide activation. Similarly, N-doped carbon was used to stabilize Ni SACs by enhancing the surface area and porosity (<xref ref-type="bibr" rid="B68">Zhang E. et&#x20;al., 2019</xref>). <xref ref-type="bibr" rid="B60">Wei et&#x20;al. (2018)</xref> prevented the sintering effects in SACs and successfully transformed noble metal NPs (Pd, Pt, Au) into highly active SACs. Using the thermal pyrolysis of a metal&#x2013;organic framework (zeolite imidazolate framework-8, ZIF-8) to prepare an N-doped carbon matrix, the noble metal atoms were anchored on N-doped carbon at 900&#xb0;C (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>). <italic>In situ</italic> environmental TEM results showed that the sintering effects could still be observed in SACs at high temperatures. However, the increasing size of the NPs resulted in a higher collision probability between enlarged Pd NPs and nanoclusters; thus, the Pd NPs became gradually smaller and finally transformed into Pd single atoms. The thermal migration of large Pd particles within carbon nitride had a significant effect on the size reduction of sintered Pd NPs (<xref ref-type="bibr" rid="B60">Wei et&#x20;al., 2018</xref>). The thermally stable Pd single atoms exhibited even better activity and selectivity than nanoparticles (Pd-NPs) for semi-hydrogenation of acetylene.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Schematic illustration of the conversion of Pd NPs to single Pd atoms supported on N-doped carbon. <bold>(B)</bold> EDX elemental mapping of Pd single atoms supported on N-doped carbon. <bold>(C)</bold> High-resolution HAADF-STEM image of Pd single atoms supported on N-doped carbon (Wei et&#x20;al., 2018a; Wei et&#x20;al., 2018b). Reproduced with permission from (Wei et&#x20;al., 2018a) Copyright 2018, Nature Publishing Group.</p>
</caption>
<graphic xlink:href="fctls-01-754167-g005.tif"/>
</fig>
<p>Despite the great progress made in this area, the atomization of NPs still faces several challenges at this stage, which include: a) operation conditions involving high temperatures; b) lack of a universal and simple approach; and c) a degree of atomization not high enough to achieve a high loading, due to the Ostwald ripening limitations. In order to achieve rapid atomization and suitable synthesis conditions, new agents have been introduced to promote the atomization process under mild conditions. Guo et&#x20;al (<xref ref-type="bibr" rid="B75">Zhou et&#x20;al., 2019</xref>) demonstrated that PH<sub>3</sub> could promote the effective conversion of noble metal NPs (M-NPs, M &#x3d; Ru, Rh, Pd) at 400&#x2009;&#xb0;C to M-P single atoms with good thermal stability on g-C<sub>3</sub>N<sub>4</sub> nanosheets. Experimental and theoretical results revealed that single Pd atoms loaded on g-C<sub>3</sub>N<sub>4</sub> nanosheets exist in the form of Pd-P<sub>2</sub>.</p>
<p>Qu et&#x20;al. developed a novel gas migration strategy to directly obtain SACs through conversion of bulk nanomaterials, resulting a material active for oxygen reduction reaction. During the gas migration process, ZIF-8 was pyrolyzed in Ar atmosphere at a high temperature (1,173&#xa0;K) to obtain empty zinc nodes and abundant defects. At the same time, ammonia molecules combined with the Cu atoms from the Cu foam surface and formed volatile Cu(NH<sub>3</sub>)<sub>
<italic>x</italic>
</sub> species in NH<sub>3</sub> atmosphere. Finally, the Cu(NH<sub>3</sub>)<sub>
<italic>x</italic>
</sub> species were trapped by the defects of the N-doped carbon support, generating Cu SACs. EXAFS and XPS results revealed that the Cu single atoms were coordinated to 4&#xa0;N atoms. Furthermore, Qu et&#x20;al. showed that this gas migration strategy can be applied to synthesize other Co. or Ni SACs (<xref ref-type="bibr" rid="B50">Qu et&#x20;al., 2018</xref>).</p>
<p>Feng et&#x20;al. reported the transformation of Ru, Rh, Pd, Ag, Ir, and Pt NPs into single atoms supported on carbon with high dispersion (5&#xa0;wt%), assisted by a mixture of CH<sub>3</sub>I and CO. Taking Rh as an example, the I<sup>&#x2022;</sup> radicals and CO molecules could promote the breaking of Rh&#x2013;Rh bonds to form mononuclear complexes. The isolated Rh mononuclear complexes were stabilized by the oxygen-containing functional groups. This method provides a general strategy for the development of single-site catalysts, also for other metals (<xref ref-type="bibr" rid="B24">Feng et&#x20;al., 2019</xref>).</p>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The preparation of SACs requires a high surface density of active sites and stable coordination. Atomization provides an efficient way to obtain stable supported SACs with high-density surface-active sites. The volatile metal species and defects are critical for the transformation of NPs into single atoms. The atomization of the metal nanoparticles is closely related with the atmosphere that applied to synthesis SACs, thus control the atomization environment is the key to achieve efficient atomization. Noticeably, some metal nanoparticles are stable and not easy to form atomic moistures, this limits the general applicability of this strategy for SAC synthesis, because the breaking of metal&#x2013;metal bonds to form volatile species is an energy-demanding process (<xref ref-type="bibr" rid="B52">Rodriguez and Goodman, 1992</xref>; <xref ref-type="bibr" rid="B3">Berry and Lu, 2017</xref>), and the required energy varies significantly from metal to metal. For example, the Fe&#x2013;Fe bond energy is 418&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup>, which is 3.2&#x20;times that of Zn&#x2013;Zn bonds (131&#xa0;kJ&#xa0;mol<sup>&#x2212;1</sup>). This makes it particularly hard to develop general methods for atomization, and these universal approaches are urgently required. The introduction of new agents can enhance the mobilization or vaporization of metal atoms, providing new routes for the atomization process. However, high-temperature annealing is still required. Thus, the identification of new agents to assist the atomization process is a task of great significance.</p>
<p>Furthermore, loading metal NPs on the supports followed by atomization at high temperature in the presence of agents normally requires a multistep process. However, simple methods for this purpose are lacking, and further investigations are required. The Li group developed a new approach involving the use of bulk copper as precursor to provide volatile Cu species in the presence of NH<sub>3</sub>; this simple approach offers great opportunities for bulk synthesis (<xref ref-type="bibr" rid="B50">Qu et&#x20;al., 2018</xref>). More importantly, the atomization process and mechanism need to be further explored in order to guide the development of novel strategies.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In summary, SACs are attracting enormous interest, and significant advances have been achieved in the development of new strategies to obtain highly active SACs. Compared with conventional approaches such as wet chemistry, atomic layer deposition, and photochemical reduction methods, the atomization of metal NPs provides a more effective route to achieve highly dispersed and stable SACs. Interestingly, the atomization of supported metal NPs normally takes place on the surface of the supports, thus providing an effective way to achieve a high surface density of active sites with superior stability. More importantly, this atomization method are easy scale up, thus offer opportunities to promote the practical application of SACs. This unconventional approach offers new opportunities for the synthesis of highly efficient&#x20;SACs.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author Contributions</title>
<p>AZ drafted the manuscript. SJ revised the manuscript. All authors discussed the manuscript and approved the final version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work has received financial support from the Beijing Municipal Science and Technology Project (Z191100004719006).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>Authors AZ, MZ, SL, MC, and SJ was employed by State Power Investment Corporation Hydrogen Energy Company, Ltd. Co., Beijing, P.R.China.</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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