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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Chem. Synth.</journal-id>
      <journal-id journal-id-type="publisher-id">CS</journal-id>
      <journal-title-group>
        <journal-title>Chemical Synthesis</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2769-5247</issn>
      <publisher>
        <publisher-name>OAE Publishing Inc.</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.20517/cs.2025.83</article-id>
      <article-categories>
        <subj-group>
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Controlled synthesis and electrocatalytic applications of atomically precise AuAg nanoclusters: a review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Yang</surname>
            <given-names>Jingwen</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Qiao</surname>
            <given-names>Liang</given-names>
          </name>
          <xref ref-type="aff" rid="I2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Wu</surname>
            <given-names>Tao</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Yang</surname>
            <given-names>Chunsheng</given-names>
          </name>
          <xref ref-type="aff" rid="I2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Liu</surname>
            <given-names>Ziyi</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Chi</surname>
            <given-names>Kebin</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>2</sup>
          </xref>
          <xref ref-type="aff" rid="I*">
            <sup>*</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1" />
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Tang</surname>
            <given-names>Zhenghua</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="aff" rid="I*">
            <sup>*</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1" />
        </contrib>
      </contrib-group>
      <aff id="I1">
        <sup>1</sup>New Energy Research Institute, School of Environment and Energy, South China University of Technology, Guangzhou Higher Education Mega Centre, Guangzhou 510006, Guangdong, China.</aff>
      <aff id="I2">
        <sup>2</sup>Petrochemical Research Institute, PetroChina Company Limited, Beijing 102206, China.</aff>
      <author-notes>
        <corresp id="cor1"><sup>*</sup>Correspondence to: Dr. Kebin Chi, Petrochemical Research Institute, PetroChina Company Limited, Beijing 102206, China. E-mail: <email>ckb459@petrochina.com.cn</email>; Prof. Zhenghua Tang, New Energy Research Institute, School of Environment and Energy, South China University of Technology, Guangzhou Higher Education Mega Centre, Guangzhou 510006, Guangdong, China. E-mail: <email>zhht@scut.edu.cn</email></corresp>
        <fn fn-type="other">
          <p>
            <bold>Received:</bold> 25 Jul 2025 | <bold>First Decision:</bold> 2 Sep 2025 | <bold>Revised:</bold> 17 Sep 2025 | <bold>Accepted:</bold> 24 Sep 2025 | <bold>Published:</bold> 18 Aug 2026</p>
        </fn>
        <fn fn-type="other">
          <p>
            <bold>Academic Editor:</bold> Xiangdong Yao | <bold>Copy Editor:</bold> Pei-Yun Wang | <bold>Production Editor:</bold> Pei-Yun Wang</p>
        </fn>
      </author-notes>
      <pub-date pub-type="ppub">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>18</day>
        <month>8</month>
        <year>2026</year>
      </pub-date>
      <volume>6</volume>
	  <issue>4</issue>
      <elocation-id>68</elocation-id>
      <permissions>
        <copyright-statement>© The Author(s) 2026.</copyright-statement>
        <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
          <license-p>© The Author(s) 2026. <bold>Open Access</bold> This article is licensed under a Creative Commons Attribution 4.0 International License (<uri xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</uri>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>Bimetallic nanoclusters possess tunable physicochemical properties, improved performance, and enhanced stability for versatile applications. Among them, atomically precise AuAg nanoclusters have an important position in the series of bimetallic nanoclusters thanks to the easy preparation and crystallization, unique electronic structure, and robust stability. In this review, the general introduction of bimetallic nanoclusters and the uniqueness of AuAg nanoclusters are first explained. Then, the main strategies for the controlled synthesis of AuAg nanoclusters are summarized, with examples to illustrate the workflow and potential limitations. Following this, atomically precise AuAg nanoclusters for electrocatalytic applications, including overall water splitting, CO<sub>2</sub> reduction reaction, and urea electrosynthesis, are discussed. In this major part, carefully chosen examples are analyzed to reveal the atomic-level structure-performance relationship and to understand the fundamental reaction mechanism. Finally, the current challenges and future outlooks in this field are discussed critically.</p>
      </abstract>
      <kwd-group>
        <kwd>AuAg nanoclusters</kwd>
        <kwd>atomically precise structure</kwd>
        <kwd>controlled synthesis</kwd>
        <kwd>electrocatalytic applications</kwd>
        <kwd>challenges and perspectives</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>INTRODUCTION</title>
      <p>In the past decade, atomically precise noble metal (e.g., Au, Ag, Cu, and their alloys) nanoclusters have been continuously attracting a great deal of research attention, as they have found versatile applications in various fields such as catalysis<sup>[<xref ref-type="bibr" rid="B1">1</xref>-<xref ref-type="bibr" rid="B3">3</xref>]</sup>, sensing<sup>[<xref ref-type="bibr" rid="B4">4</xref>,<xref ref-type="bibr" rid="B5">5</xref>]</sup>, optoelectronic<sup>[<xref ref-type="bibr" rid="B6">6</xref>-<xref ref-type="bibr" rid="B8">8</xref>]</sup>, imaging<sup>[<xref ref-type="bibr" rid="B9">9</xref>-<xref ref-type="bibr" rid="B11">11</xref>]</sup>, and bio-labeling<sup>[<xref ref-type="bibr" rid="B12">12</xref>,<xref ref-type="bibr" rid="B13">13</xref>]</sup>. These nanoclusters typically have ultrasmall sizes, with diameters less than 3 nm, and this ultrasmall size endows them with strong quantum confinement, resulting in physicochemical properties significantly different from those of larger nanoparticles (NPs) or nanocrystals<sup>[<xref ref-type="bibr" rid="B14">14</xref>,<xref ref-type="bibr" rid="B15">15</xref>]</sup>. Note that, by manipulating the reaction kinetics, these metal nanoclusters can be synthetically obtained with high monodispersity of molecular purity<sup>[<xref ref-type="bibr" rid="B16">16</xref>,<xref ref-type="bibr" rid="B17">17</xref>]</sup>, with the total structure being resolved by single crystal X-ray diffraction (SC-XRD) once a high-quality single crystal is successfully acquired<sup>[<xref ref-type="bibr" rid="B18">18</xref>-<xref ref-type="bibr" rid="B20">20</xref>]</sup>. The structure-resolved metal nanoclusters can offer unique advantages that are not available from polydisperse metal NPs or nanocrystals. In particular, atomically precise metal nanoclusters have uniform size, composition, charge, morphology, and an identical chemical coordination environment (including geometric configuration, metal coordination number, and metal-metal/metal ligand bond angles/lengths). These structural features are favorable for establishing the structure-performance relationship at the atomic level for various potential applications<sup>[<xref ref-type="bibr" rid="B21">21</xref>-<xref ref-type="bibr" rid="B23">23</xref>]</sup>. Compared to single-metal nanoclusters, introducing another metal to form bimetallic alloy nanoclusters can result in altered electronic structures and improved physicochemical properties, such as absorption, luminescence, and intriguing electrochemical behaviors<sup>[<xref ref-type="bibr" rid="B24">24</xref>-<xref ref-type="bibr" rid="B29">29</xref>]</sup>. Specifically, in the catalytic regime, bimetallic alloy nanoclusters exhibit inter-atomic synergistic effects; that is, the altered geometric configuration can generate new catalytic active sites on the alloy clusters, and the tuned electronic structure can enhance both catalytic activity and stability<sup>[<xref ref-type="bibr" rid="B30">30</xref>,<xref ref-type="bibr" rid="B31">31</xref>]</sup>. Such a synergistic effect is realized through orbital hybridization and charge redistribution between heterometallic atoms<sup>[<xref ref-type="bibr" rid="B32">32</xref>,<xref ref-type="bibr" rid="B33">33</xref>]</sup>. This effect not only optimizes the adsorption strength and configuration of the reaction substrates at active sites but also reduces the key reaction energy barriers through dual-site cooperative activation mechanisms, thereby achieving performance that surpasses that of homometallic nanocluster counterparts.</p>
      <p>To date, various metals - including Au<sup>[<xref ref-type="bibr" rid="B34">34</xref>,<xref ref-type="bibr" rid="B35">35</xref>]</sup>, Cu<sup>[<xref ref-type="bibr" rid="B36">36</xref>,<xref ref-type="bibr" rid="B37">37</xref>]</sup>, Pd<sup>[<xref ref-type="bibr" rid="B38">38</xref>,<xref ref-type="bibr" rid="B39">39</xref>]</sup>, Pt<sup>[<xref ref-type="bibr" rid="B40">40</xref>,<xref ref-type="bibr" rid="B41">41</xref>]</sup>, Cd<sup>[<xref ref-type="bibr" rid="B42">42</xref>]</sup>, Rh<sup>[<xref ref-type="bibr" rid="B43">43</xref>]</sup>, <italic>etc.</italic> - have been successfully incorporated into Ag nanoclusters, constructing well-defined Ag-based bimetallic systems. Of all types of Ag-based bimetallic alloy nanoclusters, AuAg nanoclusters have probably gained the most intense research attention, mainly because Au and Ag share an s<sup>1</sup>d<sup>10</sup> valence electron configuration and have similar atomic radii, resulting in minimal lattice strain during alloy formation<sup>[<xref ref-type="bibr" rid="B44">44</xref>]</sup>. Meanwhile, the slight difference in electronegativity drives significant interfacial electronic perturbation, which substantially affects the properties of the as-formed AuAg nanoclusters<sup>[<xref ref-type="bibr" rid="B45">45</xref>-<xref ref-type="bibr" rid="B49">49</xref>]</sup>. So far, atomically precise AuAg nanoclusters protected by thiolate ligand<sup>[<xref ref-type="bibr" rid="B50">50</xref>,<xref ref-type="bibr" rid="B51">51</xref>]</sup>, alkynyl ligand<sup>[<xref ref-type="bibr" rid="B52">52</xref>,<xref ref-type="bibr" rid="B53">53</xref>]</sup>, phosphine ligand<sup>[<xref ref-type="bibr" rid="B54">54</xref>,<xref ref-type="bibr" rid="B55">55</xref>]</sup>, halogen<sup>[<xref ref-type="bibr" rid="B56">56</xref>]</sup>, N-heterocyclic carbene (NHC)<sup>[<xref ref-type="bibr" rid="B57">57</xref>,<xref ref-type="bibr" rid="B58">58</xref>]</sup>, and other ligands have been well explored. In the past few years, several instructive reviews have been published on the controllable synthesis and electrocatalytic applications of coinage metal(alloy) nanoclusters<sup>[<xref ref-type="bibr" rid="B26">26</xref>,<xref ref-type="bibr" rid="B29">29</xref>,<xref ref-type="bibr" rid="B51">51</xref>,<xref ref-type="bibr" rid="B59">59</xref>,<xref ref-type="bibr" rid="B60">60</xref>]</sup>. However, a comprehensive review on the most widely explored AuAg bimetallic nanoclusters is still missing. This review focuses on the controlled synthesis and electrocatalytic applications of atomically precise AuAg nanoclusters, featuring specific comparative insights into the synthetic strategies and distinctive analysis of the structure-performance relationships in electrocatalysis. In this review, the recent advances in the controlled synthesis of AuAg nanoclusters using various synthetic approaches are first summarized [<xref ref-type="fig" rid="scheme1">Scheme 1</xref>]. Following that, the electrocatalytic applications - mainly including electrochemical overall water splitting (OWS), CO<sub>2</sub> reduction reaction (CO<sub>2</sub>RR), and urea electrosynthesis - catalyzed by atomically precise AuAg nanocluster-based catalysts are discussed, with a focus on elucidating the structure–performance relationship of carefully selected examples [<xref ref-type="fig" rid="scheme1">Scheme 1</xref>]. Finally, the current challenges and future perspective of this field are analyzed and envisioned.</p>
      <fig id="scheme1" position="float" width="380">
        <label>Scheme 1</label>
        <caption>
          <p>Controlled synthesis and electrocatalytic applications of atomically precise AuAg nanoclusters.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="cs5083.scheme.1.jpg" />
      </fig>
    </sec>
    <sec id="sec2">
      <title>CONTROLLED SYNTHESIS OF ATOMICALLY PRECISE AuAg NANOCLUSTERS</title>
      <sec id="sec2-1">
        <title>Precursor reduction method</title>
        <p>The precursor reduction method is quite simple and straightforward, and it is probably the most widely employed method for synthesizing metal nanoclusters including AuAg clusters. In this method, the metal-ligand precursor or complex is first formed through the reaction between the metal salts and the ligand. Followed by the addition of a reducing agent, AuAg nanoclusters were produced. To improve the monodispersity of the obtained nanoclusters, post-reaction treatments or purification steps are necessary in most cases.</p>
        <p>One typical example using this method is the synthesis of [Au<sub>34</sub>Ag<sub>27</sub>(C≡CR)<sub>34</sub>](PPh<sub>4</sub>) (PPh<sub>4</sub>: tetraphenylphosphonium) cluster with a concentric four-shell structure<sup>[<xref ref-type="bibr" rid="B61">61</xref>]</sup>. The Au<sub>34</sub>Ag<sub>27</sub> nanocluster was synthesized by reducing a mixed solution of AuC≡CR and AgC≡CR with NaBH<sub>4</sub> in an ice bath. Note that the order of reactant addition can be critical for obtaining specific AuAg nanoclusters. For instance, during the synthesis of Au<sub>8</sub>Ag<sub>3</sub>(PPh<sub>3</sub>)<sub>7</sub>Cl<sub>3</sub> molecule, HAuCl<sub>4</sub> was first treated with PPh<sub>3</sub> (PPh<sub>3</sub>: triphenylphosphine) ligand to form some Au(I) complex, and then AgSbF<sub>6</sub> was added to form AuAg alloy complex<sup>[<xref ref-type="bibr" rid="B62">62</xref>]</sup>. After filtration to remove the AgCl precipitate, NaBH<sub>4</sub> was added to reduce the filtrate. Once the mixture turned red, it indicated that the Au<sub>8</sub>Ag<sub>3</sub> cluster had formed, which is isostructural to the Au<sub>11</sub>(PPh<sub>3</sub>)<sub>7</sub>Cl<sub>3</sub> nanocluster. Notably, if HAuCl<sub>4</sub> and AgSbF<sub>6</sub> were co-mixed with PPh<sub>3</sub>, they react immediately to form the AgCl precipitates; consequently, no AuAg cluster can be obtained. Similarly, the [Au<sub>13</sub>Ag<sub>12</sub>(PPh<sub>3</sub>)<sub>10</sub>Cl<sub>8</sub>]SbF<sub>6</sub> nanocluster was fabricated using a nearly identical protocol<sup>[<xref ref-type="bibr" rid="B54">54</xref>]</sup>. Au(I)PPh<sub>3</sub>Cl was first prepared and then reacted with AgSbF<sub>6</sub> in an ice bath for 30 min. The mixture was subsequently stirred in the dark for 24 h to yield the Au<sub>13</sub>Ag<sub>12</sub> nanocluster, which comprises two Au<sub>7</sub>Ag<sub>6</sub> icosahedra sharing a central gold atom. Interestingly, this procedure can produce two conformational Au<sub>13</sub>Ag<sub>12</sub> cluster isomers with complete reversibility by controlling the reaction temperature<sup>[<xref ref-type="bibr" rid="B54">54</xref>]</sup>.</p>
        <p>It is worth noting that the precursor reduction method often fails to achieve precise control over the composition and structure of target alloy clusters. This is primarily due to insufficient regulation of metal nucleation and growth kinetics, which in turn leads to poor selectivity and generally low yield<sup>[<xref ref-type="bibr" rid="B63">63</xref>]</sup>.</p>
      </sec>
      <sec id="sec2-2">
        <title>Metal exchange reaction</title>
        <p>The metal exchange reaction usually employs pre-synthesized nanoclusters as the substrate to react with more reactive (or less noble) metal salts. Typically, the as-formed Ag nanocluster can react with Au(I) complex to yield AuAg nanoclusters<sup>[<xref ref-type="bibr" rid="B24">24</xref>]</sup>.</p>
        <p>Bootharaju <italic>et al.</italic> fabricated the Ag<sub>24</sub>Au(SPhMe<sub>2</sub>)<sub>18</sub> (SPhMe<sub>2</sub>: 2,4-dimethylbenzenethiolate) nanoclusters using this method, where the Ag<sub>25</sub>(SPhMe<sub>2</sub>)<sub>18</sub> nanocluster reacts with AuClPPh<sub>3</sub> thanks to the electrochemical redox potential difference between Au(I) and Ag atoms in the Ag<sub>25</sub> framework<sup>[<xref ref-type="bibr" rid="B64">64</xref>]</sup>. Interestingly, Au substitution in the Ag<sub>25</sub> core induces some structural distortion in its icosahedral framework<sup>[<xref ref-type="bibr" rid="B64">64</xref>]</sup>. In another study conducted by Bootharaju <italic>et al.</italic>, adding AuPPh<sub>3</sub>Cl to the [PdAg<sub>24</sub>(SR)<sub>18</sub>]<sup>2-</sup> (SR: thiolate ligand) nanocluster system controllably generated the mono-gold-substituted <InlineParagraph>[AuAg<sub>24</sub>(SR)<sub>18</sub>]<sup>-</sup></InlineParagraph> nanocluster, where Au replaces Pd at the central position<sup>[<xref ref-type="bibr" rid="B65">65</xref>]</sup>. The Au-to-Pd substitution can be visually observed by an orange-to-dark-green color transition<sup>[<xref ref-type="bibr" rid="B65">65</xref>]</sup>.</p>
        <p>Remarkably, the metal exchange of the Au(I)-to-Ag(I) process can be precisely controlled and directly visualized by mass spectrometry. In 2017, Yao <italic>et al.</italic> documented a surface motif exchange (SME) reaction to selectively replace the surface motifs of [Ag<sub>44</sub>(SR)<sub>30</sub>]<sup>4-</sup> nanoclusters, leading to the formation of core-shell structured [Ag<sub>32</sub>@Au<sub>12</sub>(SR)<sub>30</sub>]<sup>4-</sup> nanoclusters<sup>[<xref ref-type="bibr" rid="B66">66</xref>]</sup>. Such a process was analyzed in detail using mass spectrometry and tandem mass spectrometry. Theoretical calculations also disclosed that the Au@Ag core shell stabilizes the Ag<sub>20</sub> shell, which can prevent the Au atoms from diffusing inwardly. Such a dedicated SME reaction opens a new door to the precise synthesis of AuAg nanoclusters with pre-designed alloying sites<sup>[<xref ref-type="bibr" rid="B66">66</xref>]</sup>.</p>
        <p>Although the metal exchange reaction can achieve atom-level cluster-to-cluster structural transformation, most current examples are limited to single-atom exchanges or involve only a very small number of metal atoms<sup>[<xref ref-type="bibr" rid="B64">64</xref>,<xref ref-type="bibr" rid="B67">67</xref>]</sup>. Customized nanocluster synthesis for regulating the number of doped metal atoms via the metal exchange reaction remains quite challenging. This is predominantly attributed to the inherently uncontrollable galvanic reduction process during the exchange reaction.</p>
      </sec>
      <sec id="sec2-3">
        <title>Anti-galvanic reduction strategy</title>
        <p>Anti-galvanic reduction (AGR) refers to the reaction in which metal ions or complexes are reduced by less reactive (more noble) metal nanoclusters. AGR may seem to contradict the Galvanic theory, but such a reaction occurs on ultrasmall metal nanoclusters due to their quantum confinement effect.</p>
        <p>In 2012, Wu first discovered this novel redox phenomenon of [Au<sub>25</sub>(SC<sub>2</sub>H<sub>4</sub>Ph)<sub>18</sub>] nanoclusters, which can react with AgNO<sub>3</sub> at a 5.2:1 weight ratio, yielding [Au<sub>22</sub>Ag<sub>3</sub>S<sub>12</sub>]<sup>-</sup> and [Au<sub>23</sub>Ag<sub>2</sub>S<sub>12</sub>]<sup>-</sup> as the dominant products<sup>[<xref ref-type="bibr" rid="B68">68</xref>]</sup>. Following that, Yao <italic>et al.</italic> systematically studied this reaction, where two Ag atoms can be added onto [Au<sub>25</sub>(SC<sub>2</sub>H<sub>4</sub>Ph)<sub>18</sub>] to form Au<sub>25</sub>Ag<sub>2</sub>(SC<sub>2</sub>H<sub>4</sub>Ph)<sub>18</sub> under well-controlled reaction conditions and precise reactant-substrate stoichiometry<sup>[<xref ref-type="bibr" rid="B69">69</xref>]</sup>. The successful preparation of monodisperse, high-purity <InlineParagraph>Au<sub>25</sub>Ag<sub>2</sub>(SC<sub>2</sub>H<sub>4</sub>Ph)<sub>18</sub></InlineParagraph> validates the effectiveness of AGR for targeted metal doping.</p>
        <p>Beyond simple metal replacement or surface metal addition, the introduction of foreign metal atoms may induce size and structural changes in parent metal nanoclusters, leading to the formation of new nanoclusters. One classic case is the synthesis of the [Au<sub>13</sub>Ag<sub>12</sub>(PPh<sub>3</sub>)<sub>8</sub>(BMIm)<sub>2</sub>I<sub>8</sub>]SbF<sub>6</sub> (BMIm: 1,3-bimethylimidazole) nanocluster with a rod-like carbene structure reported recently by Zhang <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B70">70</xref>]</sup>. By reacting the pre-synthesized Au<sub>9</sub> nanoclusters with freshly prepared Ag-BMIm under vigorous stirring in the dark, the <InlineParagraph>[Au<sub>13</sub>Ag<sub>12</sub>(PPh<sub>3</sub>)<sub>8</sub>(BMIm)<sub>2</sub>I<sub>8</sub>]SbF<sub>6</sub></InlineParagraph> nanocluster can be obtained within a few minutes.</p>
        <p>It is worth noting that the unique physicochemical properties arising from the size and surface effects of metal nanoclusters enable AGR to proceed spontaneously<sup>[<xref ref-type="bibr" rid="B23">23</xref>,<xref ref-type="bibr" rid="B24">24</xref>]</sup>, but this reactivity does not apply to all types of noble metal nanoclusters. It is restricted to specific reaction systems and depends on the reaction conditions<sup>[<xref ref-type="bibr" rid="B71">71</xref>,<xref ref-type="bibr" rid="B72">72</xref>]</sup>. Therefore, expanding the universality and applicability of AGR is promising for producing novel atomically precise AuAg and other alloy nanoclusters.</p>
      </sec>
      <sec id="sec2-4">
        <title>Ligand exchange reaction strategy</title>
        <p>Ligand exchange is another effective strategy for fabricating atomically precise AuAg nanoclusters<sup>[<xref ref-type="bibr" rid="B73">73</xref>]</sup>. It involves partial or complete replacement of the present ligands with incoming ligands on pre-synthesized AuAg nanoclusters. In addition, the extra ligand can initiate etching in the reaction system, leading to size transformation of the parent AuAg nanoclusters.</p>
        <p>Au<sub>16</sub>Ag<sub>1</sub>(S-Adm)<sub>13</sub> (Adm: Adamantane) was synthesized using this method by Kang <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B74">74</xref>]</sup>. Firstly, a trace amount of Ag(I)<InlineParagraph>(S-C<sub>6</sub>H<sub>11</sub>)</InlineParagraph> was introduced into the Au<sub>18</sub>(S-C<sub>6</sub>H<sub>11</sub>)<sub>14</sub> solution, yielding a mixture of Au<sub>17</sub>Ag<sub>1</sub>(S-C<sub>6</sub>H<sub>11</sub>)<sub>14</sub> and residual Au<sub>18</sub>(S-C<sub>6</sub>H<sub>11</sub>)<sub>14</sub>. Subsequently, the HS-Adm ligand was added to the mixture. After the reaction was completed, Au<sub>16</sub>Ag<sub>1</sub>(S-Adm)<sub>13</sub> was isolated by preparative thin-layer chromatography (PTLC), thanks to the distinct size and surface property differences between the newly generated nanoclusters and the parent nanoclusters<sup>[<xref ref-type="bibr" rid="B74">74</xref>]</sup>. In another study, Hu <italic>et al.</italic> fabricated the [Au<sub>8</sub>Ag<sub>55</sub>(Dppp)<sub>4</sub>(C<sub>6</sub>H<sub>11</sub>S)<sub>34</sub>](BPh<sub>4</sub>)<sub>2</sub> [dppp: 1,3-Bis(diphenylphosphino)propane, BPh4: tetraphenylborate] nanocluster using this approach; however, a size-expansion process was observed<sup>[<xref ref-type="bibr" rid="B75">75</xref>]</sup>. Specifically, Au<sub>7</sub>Ag<sub>8</sub> nanoclusters were first prepared and dispersed in CH<sub>2</sub>Cl<sub>2</sub>, after which Dppp and C<sub>6</sub>H<sub>12</sub>SH were introduced into the reaction system. The mixture was stirred for ~12 h, and monodisperse Au<sub>8</sub>Ag<sub>55</sub> nanoclusters were obtained after completion of the reaction<sup>[<xref ref-type="bibr" rid="B75">75</xref>]</sup>.</p>
        <p>It should be noted that the ligand exchange reaction can facilitate atom-precise surface engineering of pre-formed alloy nanoclusters, allowing precise customization toward catalytic<sup>[<xref ref-type="bibr" rid="B74">74</xref>,<xref ref-type="bibr" rid="B75">75</xref>]</sup>, optical<sup>[<xref ref-type="bibr" rid="B76">76</xref>]</sup>, or biomedical applications<sup>[<xref ref-type="bibr" rid="B77">77</xref>]</sup> through functionalized ligands. Nevertheless, during the reaction process, the cluster structure is prone to unintended alterations<sup>[<xref ref-type="bibr" rid="B78">78</xref>]</sup>, imposing fundamental constraints on those applications that require specific atomic structure or configurations.</p>
        <p>Overall, the above four most widely employed synthetic methods possess different features. The comparison of their advantages, limitations, structural precision, and scalability is summarized in <xref ref-type="table" rid="t1">Table 1</xref>.</p>
        <table-wrap id="t1">
          <label>Table 1</label>
          <caption>
            <p>Comparison of the four major nanocluster synthetic methods</p>
          </caption>
          <table frame="hsides" rules="groups">
            <thead>
              <tr>
                <td style="border-bottom:1;">
                  <bold>Method</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Advantages</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Limitations</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Structural precision</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Scalability</bold>
                </td>
				<td style="border-bottom:1;">
                  <bold>Ref.</bold>
                </td>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>Precursor reduction method</td>
                <td>Fast, simple operation</td>
                <td>Non-uniform products, compromised purity</td>
                <td>Low</td>
                <td>High</td>
				<td>[<xref ref-type="bibr" rid="B54">54</xref>,<xref ref-type="bibr" rid="B61">61</xref>-<xref ref-type="bibr" rid="B63">63</xref>]</td>
              </tr>
              <tr>
                <td>Metal exchange reaction</td>
                <td>Enabling atomic-level structural transformations between clusters; wide applicability</td>
                <td>Hard to precisely control reaction rate and exchange extent</td>
                <td>High</td>
                <td>Medium</td>
				<td>[<xref ref-type="bibr" rid="B24">24</xref>,<xref ref-type="bibr" rid="B64">64</xref>-<xref ref-type="bibr" rid="B67">67</xref>]</td>
              </tr>
              <tr>
                <td>AGR</td>
                <td>Realizing atomic-level incorporation of heterometal atoms while preserving core configuration, high monodispersity</td>
                <td>Limited to specific reaction systems with stringent condition requirements</td>
                <td>High</td>
                <td>Low</td>
				<td>[<xref ref-type="bibr" rid="B68">68</xref>,<xref ref-type="bibr" rid="B69">69</xref>,<xref ref-type="bibr" rid="B71">71</xref>,<xref ref-type="bibr" rid="B72">72</xref>]</td>
              </tr>
              <tr>
                <td>Ligand exchange reaction</td>
                <td>Achieving atomic-scale surface engineering and tailorable catalytic properties via functionalized ligands</td>
                <td>Hard to precisely control the exchange extent</td>
                <td>Medium</td>
                <td>Medium</td>
				<td>[<xref ref-type="bibr" rid="B73">73</xref>-<xref ref-type="bibr" rid="B78">78</xref>]</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>AGR: Anti-galvanic reduction.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="sec2-5">
        <title>Other synthetic methods</title>
        <p>There are other synthetic approaches that have shown great promise for the synthesis of atomically precise AuAg nanoclusters. For example, photochemical synthesis provides an accessible platform to tailor nanoclusters with specific sizes. In 2023, Wang <italic>et al.</italic> reported the synthesis of atomically precise [Ag<sub>22</sub>Au<sub>3</sub><InlineParagraph>(4-<sup>t</sup>BuPhC≡C)<sub>20</sub>(Dpppe)<sub>3</sub>](SbF<sub>6</sub>)<sub>3</sub></InlineParagraph> [dpppe: 1, 5-bis(diphenylphosphino)pentane] nanoclusters via this method<sup>[<xref ref-type="bibr" rid="B79">79</xref>]</sup>. In a typical trial, AgSbF<sub>6</sub> was dissolved in ethanol, followed by the addition of a CH<sub>2</sub>Cl<sub>2</sub> solution containing 4-tert-butylphenylacetylene, 1, 5-bis(diphenylphosphino)pentane, and HAuCl<sub>4</sub>. Et<sub>3</sub>N was then introduced under vigorous stirring, and the mixture was irradiated with a 5 W white light-emitting diode (LED) at room temperature for 24 h to yield the target nanocluster of Ag<sub>22</sub>Au<sub>3</sub><sup>[<xref ref-type="bibr" rid="B79">79</xref>]</sup>.</p>
        <p>Inter-cluster reactions can form bimetallic nanoclusters through chemical reactions between different cluster molecules, an extremely complex and mysterious process involving atomic exchange and bond reorganization<sup>[<xref ref-type="bibr" rid="B80">80</xref>]</sup>. For instance, Krishnadas <italic>et al.</italic> documented the fabrication of [Au<sub>12</sub>Ag<sub>32</sub>(FTP)<sub>30</sub>]<sup>4-</sup> superatomic nanoclusters via this method, where the dichloromethane solutions of [Au<sub>25</sub>(FTP)<sub>18</sub>]<sup>-</sup> and <InlineParagraph>[Ag<sub>44</sub>(FTP)<sub>30</sub>]<sup>4-</sup></InlineParagraph> with precise stoichiometric ratios were mixed and reacted at 30 °C<sup>[<xref ref-type="bibr" rid="B81">81</xref>]</sup>. Remarkably, the resulting product of [Au<sub>12</sub>Ag<sub>32</sub>(FTP)<sub>30</sub>]<sup>4-</sup> exhibits a geometric and electronic closed-shell configuration, conferring exceptional stability<sup>[<xref ref-type="bibr" rid="B81">81</xref>]</sup>. Nevertheless, such successful cases of inter-cluster reactions to acquire atomically precise AuAg nanoclusters remain rare, and understanding the complex structural transformation process remains challenging and is still an active area of research in the nanocluster research community.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>ATOMICALLY PRECISE AuAg NANOCLUSTERS FOR ELECTROCATALYSIS APPLICATIONS</title>
      <p>In the past decade, electrocatalytic science and technology have attracted steadily increasing research interest, particularly in the field of green energy storage and conversion, mainly due to their high efficiency, operation under mild conditions, cost-effectiveness, and extremely low or even zero carbon emissions<sup>[<xref ref-type="bibr" rid="B82">82</xref>]</sup>. Specifically, electrocatalysis can be regarded as a green technique, especially when intermittent electricity from solar, wind, and other renewable sources is used. Electrocatalysis has opened a sustainable avenue to address the severe carbon emissions and environmental pollution issues worldwide<sup>[<xref ref-type="bibr" rid="B83">83</xref>-<xref ref-type="bibr" rid="B85">85</xref>]</sup>.</p>
      <p>The ultrasmall size, abundant active sites, precise structure, and Au/Ag synergistic effect have endowed atomically precise AuAg nanoclusters with the ability to serve as model and efficient catalysts in a variety of electrocatalytic reactions<sup>[<xref ref-type="bibr" rid="B26">26</xref>]</sup>. In recent years, a handful of high-quality reviews focusing on electrocatalysis by metal nanoclusters - including but not limited to AuAg nanoclusters - have been published<sup>[<xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B86">86</xref>-<xref ref-type="bibr" rid="B88">88</xref>]</sup>. This review mainly discusses the AuAg clusters as electrocatalysts for OWS, CO<sub>2</sub>RR, and urea electrosynthesis.</p>
      <sec id="sec3-1">
        <title>AuAg NCs for OWS</title>
        <p>Hydrogen energy, as an ideal energy carrier characterized by its high energy density and combustion product being solely water, has been widely regarded as one of the key renewable energy sources to achieve the carbon neutrality goal<sup>[<xref ref-type="bibr" rid="B85">85</xref>,<xref ref-type="bibr" rid="B89">89</xref>]</sup>. Recently, hydrogen production through electrochemical water splitting has been attracting increasing research attention, not only because it can provide high-purity H<sub>2</sub> gas for direct use, but also because it can fully utilize renewable electricity generated from solar, wind, tidal, and other intermittent sources<sup>[<xref ref-type="bibr" rid="B90">90</xref>-<xref ref-type="bibr" rid="B93">93</xref>]</sup>. Electrochemical water splitting contains two half reactions: the hydrogen evolution reaction (HER) at the cathode and the oxygen evolution reaction (OER) at the anode. However, for both HER and OER, additional energy input is required to overcome the energy barrier<sup>[<xref ref-type="bibr" rid="B94">94</xref>,<xref ref-type="bibr" rid="B95">95</xref>]</sup>. To facilitate the reaction process, it is essential to lower the energy barriers; therefore, developing efficient and durable catalysts for both the HER and OER is imperative<sup>[<xref ref-type="bibr" rid="B96">96</xref>-<xref ref-type="bibr" rid="B99">99</xref>]</sup>.</p>
        <p>In the past few years, bimetallic nanoclusters have emerged as model and effective catalysts for both HER and OER, as they have good catalytic performance, and more importantly, their well-defined structure can offer a great platform to unravel the structure-activity relationship at the atomic level<sup>[<xref ref-type="bibr" rid="B30">30</xref>,<xref ref-type="bibr" rid="B32">32</xref>,<xref ref-type="bibr" rid="B100">100</xref>]</sup>. Specifically, for atomically precise AuAg nanoclusters, their uniform size and composition, unique electronic structure, precise Au/Ag stoichiometric ratio, and crystallographically resolved structures endow them with significant advantages as model bimetallic catalysts for gaining deep mechanistic understanding and guiding improved catalyst design<sup>[<xref ref-type="bibr" rid="B101">101</xref>]</sup>. In 2021, Li <italic>et al.</italic> reported an Au<sub>36</sub>Ag<sub>2</sub>(SR)<sub>18</sub> nanocluster with low thiolate ligand surface coverage, which exhibited ultrahigh HER activity with a very low overpotential to achieve a given current density<sup>[<xref ref-type="bibr" rid="B102">102</xref>]</sup>. Specifically, Au<sub>36</sub>Ag<sub>2</sub>(SR)<sub>18</sub> consists of three icosahedral (I<sub>h</sub>) units, reminiscent of the monomeric I<sub>h</sub> Au<sub>25</sub>(SR)<sub>18</sub><sup>-</sup> and dimeric I<sub>h</sub> Au<sub>38</sub>(SR)<sub>24</sub>, and these tri-units endowed it with a unique geometric and electronic structure. The outstanding HER performance is attributed to the low ligand-to-metal ratio, low-coordinated Au atoms, and the unfilled superatomic orbitals<sup>[<xref ref-type="bibr" rid="B102">102</xref>]</sup>.</p>
        <p>Recently, our group investigated the electrocatalytic performance of atomically precise <InlineParagraph>Au<sub>15</sub>Ag<sub>23</sub>(<sup>t</sup>C≡CBu)<sub>18</sub>Br<sub>6</sub></InlineParagraph> nanoclusters in HER, OER, and OWS<sup>[<xref ref-type="bibr" rid="B103">103</xref>]</sup>. Au<sub>15</sub>Ag<sub>23</sub> nanocluster adopts a triple-layered core-shell-shell structure (Au<sub>6</sub>@Au<sub>6</sub>Ag<sub>23</sub>@Au<sub>3</sub>) with a tetragonal bipyramidal Au<sub>6</sub> core, a middle Au-Ag alloy layer, and an outer Au shell co-protected by 18 bulky alkynyl ligands and 6 Br ligands [<xref ref-type="fig" rid="fig1">Figure 1A</xref> and <xref ref-type="fig" rid="fig1">B</xref>]. As a 14-electron superatom, its unique electronic configuration and synergistic ligand coordination enable distinct catalytic properties. For HER in 0.5 M H<sub>2</sub>SO<sub>4</sub>, the Au<sub>15</sub>Ag<sub>23</sub> nanoclusters exhibited a low overpotential of 125 mV at <InlineParagraph>10 mA·cm<sup>-2</sup></InlineParagraph> and negligible current decay over 16 h, outperforming the AuAg NPs (overpotential of 235 mV) [<xref ref-type="fig" rid="fig1">Figure 1C</xref>]. In the OER test, the Au<sub>15</sub>Ag<sub>23</sub>/NiFe-layered double hydroxide (LDH) composite demonstrated an ultralow overpotential of 250 mV (10 mA·cm<sup>-2</sup>) in 1.0 M KOH, with only ~5% current loss over 30 h [<xref ref-type="fig" rid="fig1">Figure 1D</xref>]. X-ray photoelectron spectroscopy (XPS) analysis revealed electron transfer from NiFe-LDH to <InlineParagraph>Au<sub>15</sub>Ag<sub>23</sub>,</InlineParagraph> generating high-valent Fe species as the active sites. For OWS, a two-electrode system employing <InlineParagraph>Au<sub>15</sub>Ag<sub>23</sub></InlineParagraph> as the cathode catalyst and Au<sub>15</sub>Ag<sub>23</sub>/NiFe-LDH as the anode catalyst required an applied voltage of 1.51 V at 10 mA·cm<sup>-2</sup> in 1.0 M KOH, surpassing the control system of AuAg NPs paired with NiFe-LDH (1.65 V @ 10 mA·cm<sup>-2</sup>, <xref ref-type="fig" rid="fig1">Figure 1E</xref>). Moreover, the AuAg <InlineParagraph>NC||Au<sub>15</sub>Ag<sub>23</sub>/NiFe-LDH</InlineParagraph> combination exhibited outperformed long-term stability in the 50 h continuous test, manifested by the only ~4% decay of the initial current density, while the AuAg NP||NiFe-LDH combination lost ~30% of the initial current after 50 h [<xref ref-type="fig" rid="fig1">Figure 1F</xref>]. The superior catalytic performance was attributed to synergistic co-protection by alkynyl and bromine ligands, which significantly enhanced the electron transfer and active site accessibility. This study highlights the AuAg nanoclusters as multifunctional catalysts to promote HER, OER, and OWS toward hydrogen production.</p>
        <fig id="fig1" position="float">
          <label>Figure 1</label>
          <caption>
            <p>(A) Crystal structure and (B) structure anatomy of the Au<sub>15</sub>Ag<sub>23</sub> nanocluster. Color labels: Au (gold), Ag (indigo), Br (green), C (25% gray); (C) The HER polarization curves of AuAg NC and AuAg NP in 0.5 M H<sub>2</sub>SO<sub>4</sub>; (D) The OER polarization curves of Au<sub>15</sub>Ag<sub>23</sub>/NiFe-LDH and NiFe-LDH in 1.0 M KOH; (E) The OWS performance of the AuAg NC || Au<sub>15</sub>Ag<sub>23</sub>/NiFe-LDH assembled electrolyzer and the AuAg NP || NiFe-LDH electrolyzer in 1.0 M KOH; (F) 50 h long-term OWS stability test. Reprinted with permission, copyright 2023 Elsevier Ltd<sup>[<xref ref-type="bibr" rid="B103">103</xref>]</sup>. HER: Hydrogen evolution reaction; NC: nanocluster; NP: nanoparticle; OER: oxygen evolution reaction; LDH: layered double hydroxide; OWS: overall water splitting; RHE: reversible hydrogen electrode.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="cs5083.fig.1.jpg" />
        </fig>
      </sec>
      <sec id="sec3-2">
        <title>AuAg NCs for electrochemical CO<sub>2</sub>RR</title>
        <p>Electrochemical CO<sub>2</sub>RR represents a promising approach that can not only mitigate the growing global concern over the harmful effects of excessive CO<sub>2</sub> emissions but also generate value-added carbon-based fuels and chemical feedstocks<sup>[<xref ref-type="bibr" rid="B104">104</xref>-<xref ref-type="bibr" rid="B106">106</xref>]</sup>. However, the development and implementation of CO<sub>2</sub>RR is hindered by several serious challenges such as the thermodynamic stability of the CO<sub>2</sub> molecule and the competitive HER reaction. Moreover, CO<sub>2</sub>RR involves a very complex reaction pathway with multiple proton/electron transfer steps. Therefore, the CO<sub>2</sub>RR catalyst plays a central role in activating the CO<sub>2</sub> molecule, determining the reaction pathway, and governing the catalytic activity and final product selectivity<sup>[<xref ref-type="bibr" rid="B107">107</xref>-<xref ref-type="bibr" rid="B109">109</xref>]</sup>.</p>
        <p>Atomically precise AuAg nanoclusters hold great merit as model and effective catalysts for CO<sub>2</sub>RR, not only due to their ultrasmall size and high activity and the exclusive selectivity for CO formation, but also because their atom-precise structure provides atomic-level insight into the reaction mechanism<sup>[<xref ref-type="bibr" rid="B110">110</xref>,<xref ref-type="bibr" rid="B111">111</xref>]</sup>. Specifically, with the aid of <italic>in-situ</italic> spectroscopic study and theoretical calculations, such an atomically precise structure is beneficial for identifying the real catalytic activity, elucidating the synergistic effect between Au and Ag, disclosing the surface ligand role, and even understanding the catalyst structure evolution/reconstruction mechanism<sup>[<xref ref-type="bibr" rid="B75">75</xref>]</sup>. For instance, Xu <italic>et al.</italic> reported the evolution from Au<sub>24</sub>Ag<sub>20</sub> monomer clusters into Au<sub>43</sub>Ag<sub>38</sub> dimeric nanoclusters, where the Au<sub>24</sub>Ag<sub>20</sub> kernel of Au<sub>12</sub>@Ag<sub>20</sub> is assembled into Au<sub>12</sub>@Ag<sub>19</sub>-Au-Au<sub>12</sub>@Ag<sub>19</sub>, forming the kernel of Au<sub>43</sub>Ag<sub>38</sub><sup>[<xref ref-type="bibr" rid="B112">112</xref>]</sup>. Interestingly, the monomeric Au<sub>24</sub>Ag<sub>20</sub> catalysts outperformed dimeric Au<sub>43</sub>Ag<sub>38</sub> catalysts in CO<sub>2</sub>RR<sup>[<xref ref-type="bibr" rid="B112">112</xref>]</sup>.</p>
        <p>The kernel and shell structure in the metal core can significantly affect the CO<sub>2</sub>RR catalytic properties of AuAg nanoclusters, including the catalytic activity and stability. In 2022, Seong <italic>et al.</italic> reported a core-shell AuAg nanocluster of AuAg<sub>12</sub>@Au<sub>12</sub>(SEtPh)<sub>18</sub> (SEtPh: 2-phenylethanethiolate)<sup>[<xref ref-type="bibr" rid="B110">110</xref>]</sup>. By engineering the active sites through replacing the Ag<sub>12</sub>(SR)<sub>18</sub> shell of Ag<sub>25</sub> with an Au<sub>12</sub>(SR)<sub>18</sub> shell, the resulting AuAg<sub>12</sub>@Au<sub>12</sub> NC exhibited dramatically enhanced performance compared to Au<sub>25</sub>. AuAg<sub>12</sub>@Au<sub>12</sub>(SEtPh)<sub>18</sub> consists of an AuAg<sub>12</sub> core and an Au<sub>12</sub> shell protected by 18 phenylethanethiolate (SEtPh) ligands through dimeric staple units. The overall framework of AuAg<sub>12</sub>@Au<sub>12</sub>(SEtPh)<sub>18</sub> resembles the icosahedral structure of Au<sub>25</sub>(SEtPh)<sub>18</sub>, where the thiolate ligands bond to the metal core-shell via S atoms, and the core-shell interface is stabilized by metal-metal bonds [<xref ref-type="fig" rid="fig2">Figure 2A</xref>]. <xref ref-type="fig" rid="fig2">Figure 2B</xref> and <xref ref-type="fig" rid="fig2">C</xref> demonstrates that the AuAg<sub>12</sub>@Au<sub>12</sub>/GDE catalyst exhibits a CO onset potential of 1.62 V and achieves a CO current density (j<sub>CO</sub>) of 339 mA·cm<sup>-2</sup> at a full-cell potential of 2.66 V in a zero-gap CO<sub>2</sub> electrolyzer, outperforming the Ag NP catalyst. During 24-hour galvanostatic electrolysis at a current density of 200 mA·cm<sup>-2</sup>, the full-cell potential remains stable at 2.13 ± 0.03 V with an initial CO selectivity of 90% and an energy efficiency of 57%, highlighting its excellent stability and practical applicability<sup>[<xref ref-type="bibr" rid="B110">110</xref>]</sup>. To better comprehend the reaction mechanism, the authors also performed operando attenuated total reflection surface-enhanced infrared absorption spectroscopy (ATR-SEIRAS) to confirm the active site. During CO<sub>2</sub>RR, the <sup>*</sup>CO formation is the key step, and the C=O stretching band of <sup>*</sup>CO for Au<sub>25</sub> NC is centered at 2,096 cm<sup>-1</sup><sup>[<xref ref-type="bibr" rid="B110">110</xref>]</sup>. Interestingly, the <sup>*</sup>CO signal observed for AuAg<sub>12</sub>@Au<sub>12</sub>(SEtPh)<sub>18</sub> is located at 2,072 cm<sup>-1</sup>, which is consistent with that of Au<sub>25</sub> NC. This indicates that the Au site in AuAg<sub>12</sub>@Au<sub>12</sub>(SEtPh)<sub>18</sub> serves as the active site for CO<sub>2</sub>RR, and the transplanted Au atoms function as the active site for CO<sub>2</sub>-to-CO electroreduction. These findings demonstrate that atomic-level engineering of metal shells effectively enhances CO<sub>2</sub>-to-CO electroreduction, offering a novel strategy for designing high-performance electrocatalysts.</p>
        <fig id="fig2" position="float">
          <label>Figure 2</label>
          <caption>
            <p>(A) Schematic illustration of the active-site engineering strategy for Ag<sub>25</sub> NC and the crystal structure of AuAg<sub>12</sub>@Au<sub>12</sub>(SEtPh)<sub>18</sub>, with carbon atoms represented as gray wireframes; (B) Comparison of j<sub>CO</sub> in the zero-gap CO<sub>2</sub> electrolyzer on the AuAg<sub>12</sub>Au<sub>12</sub>/GDE with other electrocatalysts; (C) Long-term CO<sub>2</sub> electrolysis of the AuAg<sub>12</sub>Au<sub>12</sub>/GDE in a zero-gap cell monitored using the full-cell potential and CO selectivity at 200 mA·cm<sup>-2</sup>. Reproduced with permission, copyright 2022 American Chemical Society<sup>[<xref ref-type="bibr" rid="B110">110</xref>]</sup>. NC: Nanocluster; GDE: glass disk electrode; NP: nanoparticle; NCB: nitrogen-doped carbon black; SA: single atom; PTFE: polytetrafluoroethylene.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="cs5083.fig.2.jpg" />
        </fig>
        <p>Furthermore, by doping Au or Pt atoms into Ag nanoclusters, the as-formed AuAg or PtAg nanoclusters exhibited drastically different CO<sub>2</sub>RR properties from the parent Ag nanoclusters. In a recent study, Yoo <InlineParagraph><italic>et al.</italic></InlineParagraph> synthesized structurally precise monomeric PtAg<sub>24</sub>(IPBT)<sub>18</sub> (IPBT: 2-Isopropylbenzenethiol) and AuAg<sub>24</sub>(IPBT)<sub>18</sub> nanoclusters, which exhibited different CO<sub>2</sub>RR activities<sup>[<xref ref-type="bibr" rid="B113">113</xref>]</sup>. AuAg<sub>24</sub>(IPBT)<sub>18</sub> exhibits a highly symmetric nanoscale framework, with isopropylphenyl groups of the thiolate ligands exposed on the cluster surface, ensuring good chemical stability and defining its electronic structure [<xref ref-type="fig" rid="fig3">Figure 3A</xref>-<xref ref-type="fig" rid="fig3">C</xref>]. In a zero-gap membrane electrode assembly (MEA) electrolyzer, the cluster achieves a CO partial current density of <InlineParagraph>-202.2 mA·cm<sup>-2</sup></InlineParagraph> at -3.6 V with 90.4% Faradaic efficiency of CO (FE<sub>CO</sub>), while maintaining &gt; 90% FE<sub>CO</sub> over 24 h at -3.2 V, demonstrating exceptional stability under industrial-relevant current densities <InlineParagraph>[<xref ref-type="fig" rid="fig3">Figure 3D</xref> and <xref ref-type="fig" rid="fig3">E</xref>].</InlineParagraph> PtAg<sub>24</sub>(IPBT)<sub>18</sub> displays inferior catalytic activity with a smaller current density and lower FE<sub>CO</sub>. Operando ATR-SEIRAS measurements were then conducted to investigate the activity differences between the two clusters. The adsorbed CO (<sup>*</sup>CO) was observed in a range of 1,850-1,810 cm<sup>-1</sup> for both PtAg<sub>24</sub>(IPBT)<sub>18</sub> and AuAg<sub>24</sub>(IPBT)<sub>18</sub>. However, at a given applied potential, PtAg<sub>24</sub> clusters exhibit a red shift of the <sup>*</sup>CO wavenumber by ~10 cm<sup>-1</sup> compared to AuAg<sub>24</sub>. This suggests a stronger interaction between <sup>*</sup>CO and the PtAg<sub>24</sub> cluster, which is consistent with the slower <sup>*</sup>CO desorption. AuAg<sub>24</sub> exhibits relatively weak <InlineParagraph><sup>*</sup>CO</InlineParagraph> adsorption and easier desorption, which contributes to a higher CO current density. Finally, density functional theory (DFT) calculations were performed to elucidate the influence of the central atom on <InlineParagraph>CO<sub>2</sub>RR</InlineParagraph> performance. <xref ref-type="fig" rid="fig3">Figure 3F</xref> presents the Gibbs-free energy profiles of CO<sub>2</sub>RR on AuAg<sub>24</sub> and PtAg<sub>24</sub> nanoclusters, revealing that the <sup>*</sup>COOH → <sup>*</sup>CO step is the rate-determining step. AuAg<sub>24</sub> exhibits a lower energy barrier (0.63 eV) compared to PtAg<sub>24</sub> (0.72 eV), indicating more favorable CO formation kinetics. <xref ref-type="fig" rid="fig3">Figure 3G</xref> further compares the adsorption Gibbs free energies of <sup>*</sup>CO<sub>2</sub> and <sup>*</sup>CO intermediates, showing weaker <sup>*</sup>CO adsorption on AuAg<sub>24</sub> (0.32 eV) than on PtAg<sub>24</sub> (0.26 eV), which facilitates the CO desorption. These theoretical insights align with the experimental observations, confirming that the single Au atom at the core of the icosahedral Ag<sub>12</sub> unit electronically modulates the Ag shell to optimize the intermediate binding, thereby enhancing both the activity and selectivity for CO<sub>2</sub>-to-CO conversion<sup>[<xref ref-type="bibr" rid="B113">113</xref>]</sup>. This work showcases the single-atom doping in tuning the electrocatalytic performance of AuAg nanoclusters, and provides a deep mechanistic understanding of the single-atom-doping effect.</p>
        <fig id="fig3" position="float" width="500">
          <label>Figure 3</label>
          <caption>
            <p>(A) Crystal structure of [AuAg<sub>24</sub>(IPBT)<sub>18</sub>]<sup>-</sup> NC; (B) Core structures of the dopant-centered AuAg<sub>12</sub> icosahedra; (C) Surface metal-ligand coordination motifs of [AuAg<sub>24</sub>(IPBT)<sub>18</sub>]<sup>-</sup> NCs; (D) FE<sub>CO</sub> and j<sub>CO</sub> of AuAg<sub>24</sub> across cell voltages ranging from -2.8 to -3.6 V in a zero-gap MEA cell; (E) Long-term operation of AuAg<sub>24</sub> at -3.2 V in the MEA cell; (F) Free energy diagram for CO<sub>2</sub>RR and (G) Adsorption free energies of <sup>*</sup>CO<sub>2</sub> and <sup>*</sup>CO on AuAg<sub>24</sub> and PtAg<sub>24</sub> NCs at U = 0 V <italic>vs.</italic> SHE. Reprinted with permission, copyright 2025 American Chemical Society<sup>[<xref ref-type="bibr" rid="B113">113</xref>]</sup>. NC: Nanocluster; FE<sub>CO</sub>: Faradaic efficiency of CO; j<sub>CO</sub>: CO current density; MEA: membrane electrode assembly; CO<sub>2</sub>RR: CO<sub>2</sub> reduction reaction; SHE: standard hydrogen electrode.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="cs5083.fig.3.jpg" />
        </fig>
        <p>It is worth noting that the CO<sub>2</sub>RR performance of the AuAg<sub>12</sub>@Au<sub>12</sub>, AuAg<sub>24</sub> cluster-based catalysts is at least comparable with, if not superior to, most of the recently reported Au/Ag-based nanostructure catalysts under identical or similar conditions, in terms of FE<sub>CO</sub>, CO current density, and long-term stability [<xref ref-type="table" rid="t2">Table 2</xref>]. To sum up, for AuAg nanoclusters in CO<sub>2</sub>RR, the metal core composition and configuration, as well as the employed surface capping ligands, are the main factors affecting the catalytic properties, as they can significantly tune the active sites, optimize the adsorption of reaction intermediates, and modulate the energy barrier of the rate-determining step.</p>
        <table-wrap id="t2">
          <label>Table 2</label>
          <caption>
            <p>Comparison of the CO<sub>2</sub>RR performance between AuAg<sub>12</sub>@Au<sub>12</sub>, AuAg<sub>24</sub> and other top-level Au/Ag-based nanocatalysts</p>
          </caption>
          <table frame="hsides" rules="groups" pdfpage="12">
            <thead>
              <tr>
                <td style="border-bottom:1;">
                  <bold>Electrocatalyst</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Electrolyte</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Cell type</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>FE<sub>CO</sub> (%)</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>J<sub>CO</sub> (mA·cm<sup>-2</sup>)</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Stability (h)</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Ref.</bold>
                </td>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>AuAg<sub>12</sub>@Au<sub>12</sub></td>
                <td>1.0 M KOH</td>
                <td>MEA-cell</td>
                <td>90</td>
                <td>206</td>
                <td>24</td>
                <td>[<xref ref-type="bibr" rid="B110">110</xref>]</td>
              </tr>
              <tr>
                <td>AuAg<sub>24</sub></td>
                <td>0.1 M KHCO<sub>3</sub></td>
                <td>MEA-cell</td>
                <td>90.4</td>
                <td>-202.2</td>
                <td>24</td>
                <td>[<xref ref-type="bibr" rid="B113">113</xref>]</td>
              </tr>
              <tr>
                <td>Au<sub>24</sub></td>
                <td>0.1 M<break />KHCO<sub>3</sub></td>
                <td>MEA-cell</td>
                <td>90</td>
                <td>-90</td>
                <td>100</td>
                <td>[<xref ref-type="bibr" rid="B114">114</xref>]</td>
              </tr>
              <tr>
                <td>Ag<sub>15</sub></td>
                <td>0.5 M KHCO<sub>3</sub></td>
                <td>H-cell</td>
                <td>95</td>
                <td>-13.0</td>
                <td>10</td>
                <td>[<xref ref-type="bibr" rid="B115">115</xref>]</td>
              </tr>
              <tr>
                <td>Hollow Au-Cu NP/C</td>
                <td>0.5 M KHCO<sub>3</sub></td>
                <td>MEA-cell</td>
                <td>53.3</td>
                <td>~-16.5</td>
                <td>12</td>
                <td>[<xref ref-type="bibr" rid="B116">116</xref>]</td>
              </tr>
              <tr>
                <td>D-100 Ag NWs</td>
                <td>0.1 M KHCO<sub>3</sub></td>
                <td>GCE-cell</td>
                <td>88.1</td>
                <td>0.35</td>
                <td>24</td>
                <td>[<xref ref-type="bibr" rid="B117">117</xref>]</td>
              </tr>
              <tr>
                <td>Ag-900D NNAs</td>
                <td>0.5 M KHCO<sub>3</sub></td>
                <td>H-cell</td>
                <td>91.4</td>
                <td>43.41</td>
                <td>~11.7</td>
                <td>[<xref ref-type="bibr" rid="B118">118</xref>]</td>
              </tr>
              <tr>
                <td>Au<sub>22</sub></td>
                <td>0.5 M KHCO<sub>3</sub></td>
                <td>H-cell</td>
                <td>92.7</td>
                <td>~-7.0</td>
                <td>10</td>
                <td>[<xref ref-type="bibr" rid="B119">119</xref>]</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>CO<sub>2</sub>RR: CO<sub>2</sub> reduction reaction; FE<sub>CO</sub>: Faradaic efficiency of CO; j<sub>CO</sub>: CO current density; MEA: membrane electrode assembly; NP: nanoparticle; NWs: nanowires; GCE: glass carbon electrode; NNAs: nano-array architectures.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="sec3-3">
        <title>AuAg NCs for electrocatalytic urea synthesis</title>
        <p>Urea is a basic yet important chemical raw material, as it is not only an essential nitrogen fertilizer for crop growth but also serves as a critical feedstock for producing a series of valuable chemicals, such as urea-formaldehyde, barbiturates, and urea-melamine-formaldehyde resins<sup>[<xref ref-type="bibr" rid="B120">120</xref>,<xref ref-type="bibr" rid="B121">121</xref>]</sup>. Currently, the industrial synthesis of urea heavily relies on the reaction between CO<sub>2</sub> and NH<sub>3</sub> at high temperatures (150 °C) and high pressures (150-250 bar). These harsh reaction conditions require expensive equipment and high energy input and, more importantly, generate significant CO<sub>2</sub> emissions, which are a major contributor to global warming<sup>[<xref ref-type="bibr" rid="B122">122</xref>,<xref ref-type="bibr" rid="B123">123</xref>]</sup>.</p>
        <p>Electrochemical urea synthesis provides a new route for green urea production, as it can operate under mild conditions, utilize renewable electricity, and convert common wastewater contaminants (NO<sub>3</sub><sup>-</sup>, NO<sub>2</sub><sup>-</sup>, <italic>etc.</italic>) into valuable chemicals<sup>[<xref ref-type="bibr" rid="B124">124</xref>-<xref ref-type="bibr" rid="B126">126</xref>]</sup>. Fundamentally, urea electrosynthesis is an extremely complicated process, and the key lies in the construction of the C–N bond. Atomically precise AuAg nanoclusters offer significant advantages as model catalysts for understanding C–N bond formation, as they provide two neighboring metal sites to stabilize key intermediates for both CO<sub>2</sub>RR and nitrogenous compound electroreduction. More significantly, their atomically precise structure enables atomic-level insights into the structure-performance relationship<sup>[<xref ref-type="bibr" rid="B127">127</xref>,<xref ref-type="bibr" rid="B128">128</xref>]</sup>.</p>
        <p>In 2024, Chen <italic>et al.</italic> reported two Ag-based bimetallic clusters - Ag<sub>14</sub>Pd(PTFE)<sub>6</sub>(TPP)<sub>8</sub> (Ag<sub>14</sub>Pd) (PTFE: pentafluorothiophenol, TPP: triph-enylphosphine) and <InlineParagraph>Ag<sub>13</sub>Au<sub>5</sub>(PTFE)<sub>10</sub>(DPPP)<sub>4</sub></InlineParagraph> (Ag<sub>13</sub>Au<sub>5</sub>) [dppp: 1,3-Bis(diphenylphosphino)propane] - and their catalytic performance toward urea electrosynthesis<sup>[<xref ref-type="bibr" rid="B129">129</xref>]</sup>. <xref ref-type="fig" rid="fig4">Figure 4A</xref> and <xref ref-type="fig" rid="fig4">B</xref> presents the crystal structures of the Ag<sub>14</sub>Pd and Ag<sub>13</sub>Au<sub>5</sub> clusters, respectively. Ag<sub>14</sub>Pd consists of a Pd@Ag<sub>12</sub> icosahedral center capped by two AgS<sub>3</sub>P units and eight TPP molecules. The electrocatalytic urea synthesis was then carried out in 1 M KOH containing 200 ppm NO<sub>3</sub><sup>-</sup> with CO<sub>2</sub> gas flowing over the chamber. The urea Faradaic efficiency (FE<sub>urea</sub>) and yield rate in the potential range of -0.076 to -0.576 V are illustrated in <xref ref-type="fig" rid="fig4">Figure 4C</xref> and <xref ref-type="fig" rid="fig4">D</xref>. When the applied potential becomes more negative, the FE<sub>urea</sub> for both <InlineParagraph>Ag<sub>14</sub>Pd</InlineParagraph> and Ag<sub>13</sub>Au<sub>5</sub> first increases and then decreases. The urea yield rate of Ag<sub>14</sub>Pd exhibits a similar trend, whereas the urea yield of Ag<sub>13</sub>Au<sub>5</sub> continuously increases. Ag<sub>14</sub>Pd achieves the highest FE<sub>urea</sub> of 15.8% and urea yield rate of 143.3 mg·h<sup>-1</sup>·g<sup>-1</sup> at -0.276 V, surpassing that of Ag<sub>13</sub>Au<sub>5</sub>. The authors then employed DFT calculations to elucidate the underlying reaction mechanism. <xref ref-type="fig" rid="fig4">Figure 4E</xref> displays the Gibbs-free energy profile for urea production on Ag<sub>14</sub>Pd and Ag<sub>13</sub>Au<sub>5</sub>. It can be noted that Ag<sub>14</sub>Pd possesses a lower energy barrier of 0.63 eV in the rate-determining step of NO → NOH during nitrate reduction to <sup>*</sup>NH<sub>2</sub>, while <InlineParagraph>Ag<sub>13</sub>Au<sub>5</sub></InlineParagraph> has a much higher energy barrier of 0.81 eV. Additionally, Ag<sub>14</sub>Pd stabilizes the key intermediates through lower adsorption energies: <sup>*</sup>NH<sub>2</sub> at -2.49 eV <italic>vs.</italic> -2.42 eV in Ag<sub>13</sub>Au<sub>5</sub>, and <sup>*</sup>CO at <InlineParagraph>-0.19 eV</InlineParagraph> compared to 0.01 eV for Ag<sub>13</sub>Au<sub>5</sub>. This enhanced adsorption capability facilitates the C–N coupling with a lower energy barrier of 0.48 eV from Ag<sub>14</sub>Pd against that of Ag<sub>13</sub>Au<sub>5</sub> (0.58 eV). Notably, Ag<sub>13</sub>Au<sub>5</sub> exhibits stronger Ag → Au electron transfer of 0.81 e<sup>-</sup>, which elevates the Ag oxidation state to +0.09 <italic>vs.</italic> +0.04 in <InlineParagraph>Ag<sub>14</sub>Pd.</InlineParagraph> Such electronic polarization weakens the intermediate interactions and promotes the <sup>*</sup>NH accumulation, shifting the selectivity toward CO<sub>2</sub> reduction. By reducing the energy barriers, strengthening the intermediate adsorption, and regulating charge polarization, Ag<sub>14</sub>Pd emerges as a high-performance catalyst for urea electrosynthesis<sup>[<xref ref-type="bibr" rid="B129">129</xref>]</sup>. However, Ag<sub>13</sub>Au<sub>5</sub> has demonstrated great potential for urea electrosynthesis, and through composition optimization and ligand engineering, improved catalytic performance toward urea electrosynthesis might be achieved<sup>[<xref ref-type="bibr" rid="B129">129</xref>]</sup>.</p>
        <fig id="fig4" position="float" width="500">
          <label>Figure 4</label>
          <caption>
            <p>Overall structures of (A) Ag<sub>14</sub>Pd and (B) Ag<sub>13</sub>Au<sub>5</sub> nanoclusters; (C) Potential dependent urea FEs and (D) the urea yield rates of Ag<sub>14</sub>Pd and Ag<sub>13</sub>Au<sub>5</sub> nanoclusters; (E) Gibbs-free energy profile for urea production on Ag<sub>14</sub>Pd and Ag<sub>13</sub>Au<sub>5</sub>. Reproduced with permission, 2024 Oxford Academic Press<sup>[<xref ref-type="bibr" rid="B129">129</xref>]</sup>. FEs: Faradaic efficiencies; RHE: reversible hydrogen electrode.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="cs5083.fig.4.jpg" />
        </fig>
        <p>Recently, Zhang <italic>et al.</italic> reported a carbene-ligand-protected AuAg nanocluster of [Au<sub>13</sub>Ag<sub>12</sub>(PPh<sub>3</sub>)<sub>8</sub>(BMIm)<sub>2</sub>I<sub>8</sub>]SbF<sub>6</sub> (Au<sub>13</sub>Ag<sub>12</sub>), and studied the influence of the carbene ligand on the electrocatalytic urea synthesis<sup>[<xref ref-type="bibr" rid="B70">70</xref>]</sup>. The overall structure of Au<sub>13</sub>Ag<sub>12</sub> is shown in <xref ref-type="fig" rid="fig5">Figure 5A</xref> and <xref ref-type="fig" rid="fig5">B</xref>. The Au<sub>13</sub>Ag<sub>12</sub> nanocluster features a metal core of two vertex-sharing icosahedra in an S-configuration. Au atoms occupy the core, and they are bonded to the NHC ligands via shorter Au–C bonds (2.075 Å <italic>vs.</italic> Au–P: 2.30-2.34 Å), while Ag atoms at axial positions coordinate with the iodine ligands through Ag–I bonds (2.624 Å). Interestingly, when anchored on NiFe-LDH, the Au<sub>13</sub>Ag<sub>12</sub> nanoclusters exhibited outstanding electrocatalytic performance for urea synthesis, achieving a urea production rate of 29.5 mmol·g<sub>cat</sub><sup>-1</sup>·h<sup>-1</sup> with a Faradaic efficiency (FE) of 34% at -0.5 V <italic>vs.</italic> reversible hydrogen electrode (RHE) [<xref ref-type="fig" rid="fig5">Figure 5C</xref>]. Such remarkable performance substantially surpasses that of AuAg nanoclusters stabilized by conventional ligands such as DPPP or Ph<sub>3</sub>P. Furthermore, the electrospray ionization mass spectrometry (ESI) results confirmed that the CO<sub>2</sub> molecules can be chemically bonded onto the cluster surface [<xref ref-type="fig" rid="fig5">Figure 5D</xref>]. The authors also used the DFT calculations to study the electronic structure of the Au<sub>13</sub>Ag<sub>12</sub> nanoclusters. <xref ref-type="fig" rid="fig5">Figure 5E</xref>-<xref ref-type="fig" rid="fig5">H</xref> presents the DFT-simulated l-Au-BMIm and l-Au-PPh<sub>3</sub> and their bond properties. It can be noted that the carbene ligands can strengthen the Au–C bonds (2.01 Å bonding length <italic>vs.</italic> Au-PPh<sub>3</sub>: 2.30 Å) with higher bond energy (74.1 <italic>vs.</italic> 60.1 kcal/mol). There are frontier orbital overlaps between the Au orbitals and the carbene orbitals, specifically highest occupied molecular orbital (HOMO)-9 and HOMO-3, where HOMO-3 has an s character and HOMO-9 exhibits a p character. Specifically, a constructive overlap exists between Au’s <InlineParagraph><italic>d<sub>xz</sub></italic></InlineParagraph> orbital and C’s <italic>p<sub>z</sub></italic> orbital in the HOMO-9 orbital, while the HOMO-2 orbital has an s character similar to that of the HOMO-3 orbital in l-Au-BMIm. The orbital overlap between Au and carbene indicates strong electron delocalization, which can optimize the <sup>*</sup>CO and <sup>*</sup>NH<sub>2</sub> adsorption, reduce the energy barrier of C–N coupling, and eventually enhance the NO<sub>3</sub><sup>-</sup>/HCO<sub>3</sub><sup>-</sup> conversion synergistically<sup>[<xref ref-type="bibr" rid="B70">70</xref>]</sup>. This study highlights the crucial role of electronic structure tuning of atomically precise AuAg nanoclusters in boosting both the activity and selectivity in electrocatalytic urea synthesis.</p>
        <fig id="fig5" position="float" width="400">
          <label>Figure 5</label>
          <caption>
            <p>Crystal structure of Au<sub>13</sub>Ag<sub>12</sub>: BMIm: (A) full, (B) top view. Color code: Au, yellow; Ag, slate; P, orange; I, green; N, blue; C, gray and pink; (C) Urea FEs and the yield rates of a series of samples at -0.5 V (<italic>vs</italic>. RHE); (D) ESI-MS analysis of [Au<sub>25</sub>(PPh<sub>3</sub>)<sub>10</sub>(SC<sub>6</sub>H<sub>4</sub>NH<sub>2</sub>)X<sub>2</sub>]<sup>2+</sup> (X: Cl/Br) nanocluster in CO<sub>2</sub> saturated solution; (E) DFT structure of l-Au-BMIm and bond properties; (F) Two frontier MOs exhibit constructive overlap between Au orbitals and the carbene ligand; (G) DFT structure of I-Au-PPh<sub>3</sub> and bond properties; (H) The HOMO-2 orbital possesses s character identical with that of the HOMO-3 orbital in l-Au-BMIm. Color code: Au (gold), P (yellow), Cl (green), C (gray), N (blue). Reprinted with permission, 2024 Wiley-VCH<sup>[<xref ref-type="bibr" rid="B70">70</xref>]</sup>. BMIm: 1, 3-Bimethylimidazole; FEs: Faradaic efficiencies; RHE: reversible hydrogen electrode; ESI-MS: electrospray ionization mass spectrometry; DFT: density functional theory; MOs: molecular orbitals; HOMO: highest occupied molecular orbital.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="cs5083.fig.5.jpg" />
        </fig>
        <p>As a note, the electrocatalytic activity of the Au<sub>13</sub>Ag<sub>12</sub>, Ag<sub>14</sub>Pd cluster-based catalysts toward urea electrosynthesis - including the FE<sub>urea</sub> and the urea yield rate - is comparable to that of other Au/Ag-based nanostructure electrocatalysts, as compiled in <xref ref-type="table" rid="t3">Table 3</xref>.</p>
        <table-wrap id="t3">
          <label>Table 3</label>
          <caption>
            <p>Comparison of the electrocatalytic urea synthesis activity between the Au<sub>13</sub>Ag<sub>12</sub>, Ag<sub>14</sub>Pd and other Au/Ag-based nanostructure electrocatalysts</p>
          </caption>
          <table frame="hsides" rules="groups">
            <thead>
              <tr>
                <td style="border-bottom:1;">
                  <bold>Electrocatalyst</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Electrolyte</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Cell type</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>FE<sub>urea</sub> (%)</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Yield rate (mmol·g<sub>cat</sub>·<sup>-1</sup>·h<sup>-1</sup>)</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Ref.</bold>
                </td>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>Au<sub>13</sub>Ag<sub>12</sub></td>
                <td>0.1 M KHCO<sub>3</sub> + 0.1 M KNO<sub>3</sub></td>
                <td>H-cell</td>
                <td>34</td>
                <td>29.5</td>
                <td>[<xref ref-type="bibr" rid="B70">70</xref>]</td>
              </tr>
              <tr>
                <td>Ag<sub>14</sub>Pd</td>
                <td>1 M KOH</td>
                <td>Flow-cell</td>
                <td>15.8</td>
                <td>~2.39</td>
                <td>[<xref ref-type="bibr" rid="B129">129</xref>]</td>
              </tr>
              <tr>
                <td>Ag-CuNi(OH)<sub>2</sub></td>
                <td>0.1 M KHCO<sub>3</sub> + 0.1 M KNO<sub>3</sub></td>
                <td>H-cell</td>
                <td>46.1</td>
                <td>25.6</td>
                <td>[<xref ref-type="bibr" rid="B130">130</xref>]</td>
              </tr>
              <tr>
                <td>AuCu SANFs</td>
                <td>0.5 M KHCO<sub>3</sub> + 0.01 M KNO<sub>2</sub></td>
                <td>H-cell</td>
                <td>24.7</td>
                <td>64.83</td>
                <td>[<xref ref-type="bibr" rid="B131">131</xref>]</td>
              </tr>
              <tr>
                <td>PdAuHene</td>
                <td>0.1 M KNO<sub>3</sub></td>
                <td>H-cell</td>
                <td>33.88</td>
                <td>6.68</td>
                <td>[<xref ref-type="bibr" rid="B132">132</xref>]</td>
              </tr>
              <tr>
                <td>Ag@BiVO<sub>4</sub>/BiFeO<sub>3</sub></td>
                <td>0.2 M KHCO<sub>3</sub></td>
                <td>H-cell</td>
                <td>24.4</td>
                <td>1.2</td>
                <td>[<xref ref-type="bibr" rid="B133">133</xref>]</td>
              </tr>
              <tr>
                <td>AuPd©SnO<sub>x</sub></td>
                <td>0.075 M KHCO<sub>3</sub> + 0.025 M KNO<sub>3</sub></td>
                <td>H-cell</td>
                <td>21.3</td>
                <td>~21.34</td>
                <td>[<xref ref-type="bibr" rid="B134">134</xref>]</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>FE: Faradaic efficiency; SANFs: single atom nano frameworks.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <p>Besides the above electrocatalytic reactions, AuAg nanoclusters have also demonstrated great potential in other catalytic reactions such as multiple-component coupling reactions<sup>[<xref ref-type="bibr" rid="B135">135</xref>]</sup> and photoelectrochemical reactions<sup>[<xref ref-type="bibr" rid="B136">136</xref>]</sup>. Yet, from the structural view, the (electro)catalytic performance of the AuAg nanoclusters for various reactions, especially the complicated CO<sub>2</sub>RR and electrochemical urea synthesis, is mainly governed by the following factors: size, composition, charge state, metal core configuration, ligand type and spatial structure, as well as the metal-ligand bonding structure. These factors can significantly tune the catalytic active site, induce charge redistribution/polarization, optimize the adsorption capability of the reaction intermediates, and alter the energy barrier of the rate-determining step. These cross-reaction mechanistic principles must be considered in future AuAg nanocluster design for catalytic applications.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>CONCLUSION AND OUTLOOK</title>
      <p>Overall, the last decade has witnessed great success in the fundamental study of atomically precise AuAg nanoclusters, particularly in the development of synthetic methods and electrocatalytic applications. Despite the above progress, a series of critical challenges have gradually emerged, and addressing them with innovative solutions could bring new vitality to this field. Next, we will discuss the current main challenges and the potential opportunities for future developments.</p>
      <p>1. Efficient synthetic methods with broad applicability are still lacking. For synthesizing atomically precise AuAg and other alloy metal nanoclusters with hierarchical structures, current methods face challenges such as complicated procedures, low yields, and poor product selectivity. More critically, most existing methods are only applicable to specific systems and lack general universality. In addition, these approaches heavily rely on “trial-and-error” strategies, which are labor-intensive, costly, tedious, and inefficient. Recently, machine learning (ML) has begun to make a significant impact on chemical sciences, including the study of metal nanoclusters<sup>[<xref ref-type="bibr" rid="B17">17</xref>,<xref ref-type="bibr" rid="B137">137</xref>,<xref ref-type="bibr" rid="B138">138</xref>]</sup>. ML has demonstrated great promise in the customized synthesis of metal nanoclusters<sup>[<xref ref-type="bibr" rid="B139">139</xref>]</sup>, and it will likely revolutionize the future design of synthetic strategies for atomically precise AuAg nanoclusters.</p>
      <p>2. Enhance the capability of precise structural design and structure extension of AuAg nanoclusters<sup>[<xref ref-type="bibr" rid="B29">29</xref>]</sup>. Improving the nanocluster catalytic performance heavily relies on precise structural design. However, technical bottlenecks persist in atomically precise control of size, composition, surface ligands, and spatial configuration. For example, designing nanocluster catalysts for electrocatalytic urea synthesis requires exact modulation of active site distribution and synergy to achieve efficient co-activation of N<sub>2</sub> (NO<sub>3</sub><sup>-</sup>, NO<sub>2</sub><sup>-</sup>) and CO<sub>2</sub> (HCO<sub>3</sub><sup>-</sup>) - a demand unmet by the current methods<sup>[<xref ref-type="bibr" rid="B140">140</xref>]</sup>. In addition, extending the structures of AuAg nanoclusters can broaden the scope of research. For instance, introducing a heterometal atom into AuAg nanoclusters can tailor the catalytic performance. In 2022, our group reported the CO<sub>2</sub>RR performance of Au<sub>7</sub>Ag<sub>8</sub> and Au<sub>2</sub>Ag<sub>8</sub>Cu<sub>5</sub> clusters, where Au<sub>7</sub>Ag<sub>8</sub> produces only CO, while Au<sub>2</sub>Ag<sub>8</sub>Cu<sub>5</sub> yields HCO<sub>2</sub>H with a FE of 28.3%<sup>[<xref ref-type="bibr" rid="B141">141</xref>]</sup>. Encapsulating AuAg nanoclusters into a well-defined porous structure offers another way to tailor the functionality. A good example is the study conducted by Wang <italic>et al.</italic>, in which the AuAg<sub>24</sub> nanocluster was encapsulated into a metal-organic framework to form AuAg<sub>24</sub>@UiO-66-NH<sub>2</sub> (UiO: University of Oslo) composite materials<sup>[<xref ref-type="bibr" rid="B142">142</xref>]</sup>. Such composite materials showed significantly enhanced activity in photocatalytic hydrogen production<sup>[<xref ref-type="bibr" rid="B142">142</xref>]</sup>.</p>
      <p>3. More in-depth reaction mechanism study in electrocatalytic applications. For electrocatalytic reactions involving complex processes with multiple electron/proton transfers, understanding the reaction mechanism - especially under working conditions - is extremely challenging. Atomically precise AuAg and other alloy nanoclusters have been employed as model catalysts for urea electrosynthesis, and will be expanded to other complicated electro-synthetic systems. The <italic>in-situ</italic> spectroscopic techniques - including <italic>in-situ</italic> attenuated total reflection surface-enhanced infrared spectroscopy (ATR-SEIRS), <italic>in-situ</italic> Raman spectroscopy, and the <italic>in-situ</italic>/<italic>operando</italic> synchrotron radiation techniques such as extended X-ray absorption fine structure (EXAFS), X-ray absorption near edge structure (XANES), and high-energy X-ray diffraction (HE-XRD) - can provide valuable information on key intermediates, helping to elucidate the reaction pathway and ultimately establish the structure-performance relationship<sup>[<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B143">143</xref>,<xref ref-type="bibr" rid="B144">144</xref>]</sup>. For instance, in a recent study, our group reported an alkynyl-protected Ag<sub>16</sub>Cu<sub>18</sub> cluster with intramolecular strain for oxime electrosynthesis, where ATR-SEIRS played a critical role in elucidating the reaction mechanism<sup>[<xref ref-type="bibr" rid="B145">145</xref>]</sup>.</p>
    </sec>
  </body>
  <back>
    <sec>
      <title>DECLARATIONS</title>
      <sec>
        <title>Authors’ contributions</title>
        <p>Literature search, original manuscript writing: Yang, J.</p>
        <p>Literature search, format analysis: Qiao, L.</p>
        <p>Format adjustment: Wu T.; Yang, C.; Liu, Z.</p>
        <p>Supervision, manuscript editing: Chi, K.</p>
        <p>Supervision, manuscript editing, funding acquisition: Tang, Z.</p>
      </sec>
      <sec>
        <title>Availability of data and materials</title>
        <p>Not applicable.</p>
      </sec>
	  <sec>
        <title>AI and AI-assisted tools statement</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Financial support and sponsorship</title>
        <p>Tang, Z. acknowledges financial support from the Guangdong Natural Science Fund (No. 2023A0505050107).</p>
      </sec>
      <sec>
        <title>Conflicts of interest</title>
        <p>Qiao, L.; Yang, C. and Chi, K. are affiliated with the Petrochemical Research Institute, PetroChina Company Limited, China. The other authors declare that they have no conflicts of interest.</p>
      </sec>
      <sec>
        <title>Ethical approval and consent to participate</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Consent for publication</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Copyright</title>
        <p>© The Author(s) 2026.</p>
      </sec>
    </sec>
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