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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fchem.2019.00875</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Activation of Gold on Metal Carbides: Novel Catalysts for C1 Chemistry</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rodriguez</surname> <given-names>Jos&#x000E9; A.</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/650709/overview"/>
</contrib>
</contrib-group>
<aff><institution>Brookhaven National Laboratory, Department of Chemistry</institution>, <addr-line>Upton, NY</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Tomas Ramirez Reina, University of Surrey, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Miguel Angel Centeno, Instituto de Ciencia de Materiales de Sevilla (ICMS), Spain; Tatyana Todorova Tabakova, Institute of Catalysis (BAS), Bulgaria</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Jos&#x000E9; A. Rodriguez <email>rodrigez&#x00040;bnl.gov</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Catalysis and Photocatalysis, a section of the journal Frontiers in Chemistry</p></fn></author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>01</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2019</year>
</pub-date>
<volume>7</volume>
<elocation-id>875</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>11</month>
<year>2019</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>12</month>
<year>2019</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2020 Rodriguez.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Rodriguez</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>This article presents a review of recent uses of Au-carbide interfaces as catalysts for C1 Chemistry (CO oxidation, low-temperature water-gas shift, and CO<sub>2</sub> hydrogenation). The results of density-functional calculations and photoemission point to important electronic perturbations when small two-dimensional clusters of gold are bounded to the (001) surface of various transition metal carbides (TiC, ZrC, VC, Ta C, and &#x003B4;-MoC). On these surfaces, the C sites exhibited strong interactions with the gold clusters. On the carbide surfaces, the Au interacts stronger than on oxides opening the door for strong metal-support interactions. So far, most of the experimental studies with well-defined systems have been focused on the Au/TiC, Au/&#x003B4;-MoC, and Au/&#x003B2;-Mo<sub>2</sub>C interfaces. Au/TiC and Au/&#x003B4;-MoC are active and stable catalysts for the low-temperature water-gas shift reaction and for the hydrogenation of CO<sub>2</sub> to methanol or CO. Variations in the behavior of the Au/&#x003B4;-MoC and Au/&#x003B2;-Mo<sub>2</sub>C systems clearly show the strong effect of the metal/carbon ratio on the performance of the carbide catalysts. This parameter substantially impacts the chemical behavior of the carbide and its interaction with supported metals, up to the point of modifying the reaction rate and mechanism of C1 processes.</p></abstract> <kwd-group>
<kwd>gold</kwd>
<kwd>metal carbides</kwd>
<kwd>C1 chemistry</kwd>
<kwd>water-gas shift reaction</kwd>
<kwd>CO<sub>2</sub> hydrogenation</kwd>
</kwd-group>
<contract-sponsor id="cn001">U.S. Department of Energy<named-content content-type="fundref-id">10.13039/100000015</named-content></contract-sponsor>
<counts>
<fig-count count="14"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="37"/>
<page-count count="12"/>
<word-count count="6871"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>In the last 15 years, several studies have shown that Au nanoparticles dispersed on carbide surfaces can be very active as catalysts for process related to C1 chemistry such as the oxidation of carbon monoxide (CO &#x0002B; 0.5O<sub>2</sub> &#x02192; CO<sub>2</sub>) (Ono et al., <xref ref-type="bibr" rid="B20">2006</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>), the water-gas shift reaction (CO &#x0002B; H<sub>2</sub>O &#x02192; H<sub>2</sub> &#x0002B; CO<sub>2</sub>) (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>; Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>), and the hydrogenation of carbon dioxide to methanol (CO<sub>2</sub> &#x0002B; 3H<sub>2</sub> &#x02192; CH<sub>3</sub>OH &#x0002B; H<sub>2</sub>O) (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B25">2013</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). It is quite interesting that Au is activated by bonding interactions with carbide substrates. For many years, a lot of attention has been focused on examining the properties of Au in contact with different types of oxide supports (Al<sub>2</sub>O<sub>3</sub>, MgO, CeO<sub>2</sub>, TiO<sub>2</sub>, InO<sub>2</sub>, ZrO<sub>2</sub>, CrO<sub>x</sub>, MnO<sub>x</sub>, Fe<sub>2</sub>O<sub>3</sub>) (Haruta, <xref ref-type="bibr" rid="B12">1997</xref>; Fu et al., <xref ref-type="bibr" rid="B8">2003</xref>; Campbell, <xref ref-type="bibr" rid="B2">2004</xref>; Zhang et al., <xref ref-type="bibr" rid="B37">2005</xref>; Yang et al., <xref ref-type="bibr" rid="B35">2013</xref>; Gu et al., <xref ref-type="bibr" rid="B10">2014</xref>). Bulk metallic Au displays a low reactivity as a consequence of combining a deep-lying valence d band and very diffuse valence s, p orbitals (Hammer and N&#x000F8;rskov, <xref ref-type="bibr" rid="B11">1995</xref>). In the literature, the activation of supported gold has been explained using several models: From special chemical properties resulting from the limited size of the active gold particles (usually &#x0003C;5 nm), to the effects of charge transfer between the oxide and gold. What happens when gold is dispersed on a substrate which has physical and chemical properties different from those typical of an oxide? The carbides of the early-transition metals have a much lower ionicity than typical oxides and exhibit, in many aspects, a chemical behavior similar to that of noble metals (Hwu and Chen, <xref ref-type="bibr" rid="B13">2005</xref>).</p>
<p>The inclusion of C into the lattice of an early-transition metal modifies the chemical reactivity of the system through ensemble and ligand effects (Liu and Rodriguez, <xref ref-type="bibr" rid="B16">2004</xref>; Hwu and Chen, <xref ref-type="bibr" rid="B13">2005</xref>; Rodriguez and Illas, <xref ref-type="bibr" rid="B27">2012</xref>). After forming a compound, the presence of the carbon atoms in the lattice puts a limit in the total number of metal atoms that can be present in a surface of a metal carbide (ensemble effect). Furthermore, the formation of metal-carbon bonds perturbs the electronic properties of the metal (reduction in its density of states near the Fermi level; a net metal &#x02192; carbon charge transfer) (Liu and Rodriguez, <xref ref-type="bibr" rid="B16">2004</xref>; Hwu and Chen, <xref ref-type="bibr" rid="B13">2005</xref>), making it less chemically active (ligand effect) and a better catalyst according to the Sabatier&#x00027;s principle (Liu and Rodriguez, <xref ref-type="bibr" rid="B16">2004</xref>). The electron-rich carbon atoms present in carbide surfaces interact well with Au adatoms (Rodriguez and Illas, <xref ref-type="bibr" rid="B27">2012</xref>). A charge polarization induced by Au&#x02194;C interactions (<xref ref-type="fig" rid="F1">Figure 1</xref>) produces systems which exhibit a chemical activity much larger than those found after the deposition of gold on surfaces of oxides (Rodriguez and Illas, <xref ref-type="bibr" rid="B27">2012</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Bonding configurations (top section) and ELF maps (bottom section) calculated for Au<sub>4</sub> and Au<sub>13</sub> clusters on TiC(001) using DF-based methods. Color code: Carbon atoms are represented by gray spheres, titanium atoms as blue spheres, and gold atoms as yellow spheres. The Au<sub>13</sub> cluster contains two layers of 9 and 4 metal atoms. Bottom, ELF maps: The probability of finding an electron varies from 0 (blue color) to 1 (red color). Reproduced with permission from Rodriguez and Illas (<xref ref-type="bibr" rid="B27">2012</xref>), copyright 2012 by the Royal Society of Chemistry.</p></caption>
<graphic xlink:href="fchem-07-00875-g0001.tif"/>
</fig>
<p>In this article, a short review on the uses Au-carbide interfaces in C1 catalysis is presented. The text is organized as follows. The next section describes studies dealing with CO oxidation (Ono et al., <xref ref-type="bibr" rid="B20">2006</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>). Then, we focus on works examining the water-gas shift reaction (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>; Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). This is followed by studies on the activation of CO<sub>2</sub> and its conversion into CO or methanol (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B25">2013</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). The article ends with a discussion on future directions for the use of Au-carbide interfaces in C1 catalysis.</p></sec>
<sec id="s2">
<title>CO Oxidation</title>
<p>Roldan-Cuenya et al. studied the growth mode of Au on TiC films using scanning microscopy (STM) (Naitabdi et al., <xref ref-type="bibr" rid="B17">2006</xref>; Ono et al., <xref ref-type="bibr" rid="B20">2006</xref>; Ono and Roldan-Cuenya, <xref ref-type="bibr" rid="B19">2007</xref>). In general, the gold did not wet well the carbide surface. It formed three-dimensional (3D) nanoparticles at medium and large coverages. Measurements of scanning tunneling spectroscopy (STS) showed the existence of a band gap for the Au nanoparticles with heights in the range of 1.3 to 2.1 nm. The Au/TiC systems were able to perform the low-temperature oxidation of CO (Ono et al., <xref ref-type="bibr" rid="B20">2006</xref>; Ono and Roldan-Cuenya, <xref ref-type="bibr" rid="B19">2007</xref>). This motivated a detailed study of the interaction of Au with TiC(001) (Rodriguez et al., <xref ref-type="bibr" rid="B29">2007</xref>). STM images and XPS data for Au on TiC(001) point to a lack of layer-by-layer growth, with the admetal forming 2D and 3D islands over the carbide surface (Rodriguez et al., <xref ref-type="bibr" rid="B29">2007</xref>). High-resolution photoemission data point to a strong Au&#x02194;TiC(001) interaction (Rodriguez et al., <xref ref-type="bibr" rid="B29">2007</xref>). The C 1s photoemission results indicate that Au prefers to interact with the carbon centers of TiC(001). Density functional (DF) calculations for the bonding of gold atoms and a series of clusters (Au<sub>2</sub>, Au<sub>4</sub>, Au<sub>13</sub>, Au<sub>29</sub>) on TiC(001) also give preferential adsorption on C sites (Rodriguez et al., <xref ref-type="bibr" rid="B29">2007</xref>). <xref ref-type="fig" rid="F1">Figure 1</xref> shows calculated electron-localization function (ELF) (Silvi and Savin, <xref ref-type="bibr" rid="B31">1994</xref>) plots for clusters of Au<sub>4</sub> and Au<sub>13</sub> bonded to TiC(001). For the Au<sub>4</sub>/TiC(001) system, one can see a substantial accumulation of electrons in the region outside the Au<sub>4</sub> cluster. A phenomenon which was also seen when Au, Au<sub>2</sub>, and other small clusters where deposited on the carbide substrate (Rodriguez et al., <xref ref-type="bibr" rid="B29">2007</xref>). In the case of Au<sub>13</sub>/TiC(001), the gold cluster now has two layers, with gold atoms that are not in contact with the support. These second-layer atoms, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, do not exhibit a polarization of electrons as pronounced as found in the case of Au<sub>4</sub>/TiC(001). In fact, for Au<sub>13</sub>/TiC(001), the polarization of electrons in the first layer is minor. The DF results in <xref ref-type="fig" rid="F1">Figure 1</xref> are consistent with results of photoemission which point to electronic perturbations on gold only at small coverages of the metal (Rodriguez et al., <xref ref-type="bibr" rid="B29">2007</xref>). Theory and experiment show that one really needs small 2D gold clusters in contact with TiC(001). The results of several theoretical studies dealing with metal-carbide interfaces predict big differences between the chemical reactivity of 2D and 3D gold clusters (Zhang et al., <xref ref-type="bibr" rid="B37">2005</xref>). A phenomenon which have been experimentally verified for several catalytic processes (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B25">2013</xref>, <xref ref-type="bibr" rid="B28">2014</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>; Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>).</p>
<p>Nanoparticles of gold dispersed on TiC films and TiC(001) oxidize carbon monoxide (2CO &#x0002B; O<sub>2</sub> &#x02192; 2CO<sub>2</sub>) at temperatures below 200 K (Ono et al., <xref ref-type="bibr" rid="B20">2006</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>). Following the coadsorption of CO and O<sub>2</sub> at &#x0007E;100 K, the evolution of CO<sub>2</sub> was detected at 160&#x02013;180 K during the ramping up of the temperature (Ono et al., <xref ref-type="bibr" rid="B20">2006</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>). Neither pure metallic gold nor regular TiC promote the low temperature oxidation of CO. Thus, the oxidation of CO is probably occurring on the small Au particles or on the gold-carbide interface. DF calculations predict similar adsorption energies for CO on TiC(001) and Au/TiC(001) surfaces (Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>). Thus, the good performance of the Au/TiC system in CO oxidation must be a direct result of the ability that the Au in contact with TiC has to activate the O<sub>2</sub> molecule (Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>). The calculated O<sub>2</sub> adsorption energy varies from &#x02212;0.45 eV on TiC(001) to &#x02212;1.41 eV on Au<sub>4</sub>/TiC(001) (Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>). Furthermore, the O&#x02013;O bond length rises from 1.23 &#x000C5; in free O<sub>2</sub> to 1.55 &#x000C5; in adsorbed O<sub>2</sub>. On Au<sub>4</sub>/TiC(001), the O&#x02013;O bond is not broken, but the O<sub>2</sub> molecule has been activated and can react with CO molecules initially bound to TiC(001) surface or directly attached to gold (Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>). The photoemission results displayed in <xref ref-type="fig" rid="F2">Figure 2</xref> indicate that Au/TiC(001) interacts well with O<sub>2</sub>. At 150 K, O<sub>2</sub> is chemisorbed but at higher temperatures it dissociates to produce O adatoms that can react with CO in an oxidation process (Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Results of XPS, O 1s (top panel) and Au 4f regions (bottom panel), collected after dosing O<sub>2</sub> to a TiC(001) substrate with 0.2 ML of gold. The initial dosing of molecular O<sub>2</sub> was done at 150 K. Then, the O<sub>2</sub>/Au/TiC(001) surface was annealed to 250 and 350 K. Reproduced with permission from Rodriguez et al. (<xref ref-type="bibr" rid="B26">2010</xref>), copyright 2010 by the American Society of Chemistry.</p></caption>
<graphic xlink:href="fchem-07-00875-g0002.tif"/>
</fig></sec>
<sec id="s3">
<title>Water-gas Shift Reaction</title>
<p>Gold nanoparticles dispersed on TiC, MoC, and Mo<sub>2</sub>C display high activity for the low temperature water-gas shift (LT-WGS) reaction (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>; Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). As mentioned above, and shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, small clusters of gold in direct contact with TiC(001) exhibit important electronic perturbations (Rodriguez et al., <xref ref-type="bibr" rid="B29">2007</xref>). A similar phenomenon has been found after depositing the noble metal on surfaces of carbides of molybdenum and other metals. DF calculations were performed to examine in a systematic way the electronic structure of a series of small gold clusters (Au<sub>2</sub>, Au<sub>4</sub>, Au<sub>9</sub>, Au<sub>13</sub>, and Au<sub>14</sub>) bounded to the (001) surface of various transition metal carbides (&#x003B4;-MoC, TiC, VC, and ZrC) (Florez et al., <xref ref-type="bibr" rid="B5">2009</xref>). On these surfaces, the C sites exhibited strong interactions with the gold clusters. Bonding to the atoms of the underlying carbide strongly modified the electronic structure and charge density of the bound metal clusters. For 2D gold systems in direct contact with the carbide substrates, the electronic perturbations were quite strong (see <xref ref-type="fig" rid="F3">Figure 3</xref>), but they gradually decreased when going to two-layer and three-layer gold systems. In general, the results of the DF calculations suggest that Au atoms in contact with carbide surfaces could be catalytically active (Florez et al., <xref ref-type="bibr" rid="B5">2009</xref>). For Au/TiC and Au/MoC, this prediction has been verified at an experimental level for the LT-WGS reaction (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>; Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Calculated electron densities for a Au<sub>4</sub> cluster on different carbide substrates. Reproduced with permission from Florez et al. (<xref ref-type="bibr" rid="B5">2009</xref>), copyright 2009 by the American Chemical Society.</p></caption>
<graphic xlink:href="fchem-07-00875-g0003.tif"/>
</fig>
<p>The WGS activity for plain TiC(001) and Au/TiC(001) systems with a broad set of gold coverages is shown in <xref ref-type="fig" rid="F4">Figure 4</xref> (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>). The clean TiC(001) is a catalyst for the water-gas shift. Interestingly, at a temperature of 450 K, TiC(001) has a WGS activity larger than that of Cu(111) (Nakamura et al., <xref ref-type="bibr" rid="B18">1990</xref>), which is a common benchmark in WGS studies (Nakamura et al., <xref ref-type="bibr" rid="B18">1990</xref>; Gokhale et al., <xref ref-type="bibr" rid="B9">2008</xref>). Extended surfaces of metallic Au are not able to catalyze the WGS process (Si et al., <xref ref-type="bibr" rid="B30">2012</xref>). In spite of this, the addition of gold to a TiC(001) surface largely enhances the WGS activity of the system. A maximum for the generation CO<sub>2</sub> and H<sub>2</sub> is detected at a Au coverage of &#x0007E;0.15 ML. Beyond this coverage, the WGS activity of Au/TiC(001) gradually decreases (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>). Images of STM indicate that at coverages below 0.2 ML, Au grows on TiC(001) forming a large amount of 2D particles where the gold atoms are bonded to the C sites of the substrate and undergo an electron polarization which increases their chemical reactivity (Rodriguez et al., <xref ref-type="bibr" rid="B29">2007</xref>, <xref ref-type="bibr" rid="B28">2014</xref>; Rodriguez and Illas, <xref ref-type="bibr" rid="B27">2012</xref>). At Au coverages above 0.2 ML, the admetal prefers the formation of 3D particles (i.e., a big fraction of the gold atoms are not in contact with the carbide support and do not have special chemical properties).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Catalytic activity for the LT-WGS on Au/TiC(001) and Au/TiO<sub>2</sub>(110) surfaces as a function of Au coverage. T &#x0003D; 450 K, 10 Torr of H<sub>2</sub>O and 20 Torr of CO. Reproduced with permission from Rodriguez et al. (<xref ref-type="bibr" rid="B28">2014</xref>), copyright 2014 by Wiley.</p></caption>
<graphic xlink:href="fchem-07-00875-g0004.tif"/>
</fig>
<p>In <xref ref-type="fig" rid="F4">Figure 4</xref>, the WGS activity of Au/TiC(001) and Au/TiO<sub>2</sub>(110) catalysts with similar amounts of the admetal is compared (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>). In the range of 550&#x02013;625 K, Au/TiO<sub>2</sub> is an excellent catalyst for the WGS exhibiting a higher activity than that seen for Cu/ZnO which is a common industrial WGS catalyst (Si et al., <xref ref-type="bibr" rid="B30">2012</xref>). However, at 450 K, the data in <xref ref-type="fig" rid="F4">Figure 4</xref> indicate that Au/TiC(001) is the superior low-temperature WGS catalyst. This is corroborated by the results displayed in the Arrhenius graph of <xref ref-type="fig" rid="F5">Figure 5</xref> where the apparent activation energy for the WGS process drops from 18 kcal/mol on Cu(111) to 10 kcal/mol on Au/TiO<sub>2</sub>(110) and 8 kcal/mol on Au/TiC(001). At temperatures below 500 K, the Au/TiC(001) system has a WGS activity which is observed on pure Cu surfaces and on Cu/oxide or Au/oxide (oxide &#x0003D; TiO<sub>2</sub>, ZnO, CeO<sub>2</sub>, MgO) catalysts only at elevated temperatures (&#x0003E;550 K) (Burch, <xref ref-type="bibr" rid="B1">2006</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>). At low temperatures the active sites of the oxide-based systems are usually poisoned by carbonate and formate species. These species have a limited stability on carbide-based catalysts (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>; Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Arrhenius plots for the LT-WGS reaction over copper, Au/oxide and Au/carbide surfaces. Reaction conditions: 10 Torr of H<sub>2</sub>O and 20 Torr of CO. Data taken from Si et al. (<xref ref-type="bibr" rid="B30">2012</xref>), Rodriguez et al. (<xref ref-type="bibr" rid="B28">2014</xref>), and Posada-Perez et al. (<xref ref-type="bibr" rid="B21">2017</xref>).</p></caption>
<graphic xlink:href="fchem-07-00875-g0005.tif"/>
</fig>
<p>DF calculations were used to determine the corresponding reaction profiles for the WGS on clean TiC(001) and a Au/TiC(001) catalyst, see <xref ref-type="fig" rid="F6">Figure 6</xref> (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>). <xref ref-type="fig" rid="F7">Figure 7</xref> shows the calculated geometries for the reaction intermediates and the corresponding transition states. A Au<sub>4</sub>/TiC(001) model was used to represent the catalyst. Such a model contains the electronic perturbations produced by bonding gold to the carbide (<xref ref-type="fig" rid="F1">Figure 1</xref>) and reflects the high activity seen for very small coverages of gold on titanium carbide (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>). In <xref ref-type="fig" rid="F7">Figure 7</xref>, the essential steps for the WGS reaction occur on the gold sites. The DF calculations indicate that on Au/TiC(001) the most favorable path for the WGS involves an associative mechanism where a HOCO species is generated by the interaction of CO with an OH group produced by the dissociation of adsorbed H<sub>2</sub>O. The existence of a key HOCO intermediate, which decomposes into CO<sub>2</sub> and H, also has been proposed on many metal and metal/oxide catalysts (Burch, <xref ref-type="bibr" rid="B1">2006</xref>; Gokhale et al., <xref ref-type="bibr" rid="B9">2008</xref>). Over TiC(001), the rate constant calculated for the OH &#x0002B; CO&#x0279C;cis-HOCO reaction was only 3.20 s<sup>&#x02212;1</sup> site<sup>&#x02212;1</sup>, while the corresponding rate was 4.14 &#x000D7; 10<sup>8</sup> s<sup>&#x02212;1</sup> site<sup>&#x02212;1</sup> over Au<sub>4</sub>/TiC(001) (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>). The surfaces of metallic gold do not cleave the O-H bonds of water. In contrast, the calculated rate constant for the dissociation of H<sub>2</sub>O over a Au<sub>4</sub> aggregate deposited on TiC(001) was 2.02 &#x000D7; 10<sup>9</sup> s<sup>&#x02212;1</sup> site<sup>&#x02212;1</sup> (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>). The fast dissociation of water and the fast formation of the HOCO lead to a high catalytic activity for Au/TiC.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Calculated reaction profiles for the water-gas shift reaction on TiC(001) and Au/TiC(001). The structures for the different intermediates and transition states (A-L) are displayed in <xref ref-type="fig" rid="F7">Figure 7</xref>. Reproduced with permission from Rodriguez et al. (<xref ref-type="bibr" rid="B28">2014</xref>), copyright 2014 by Wiley.</p></caption>
<graphic xlink:href="fchem-07-00875-g0006.tif"/>
</fig>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>Calculated structures for different intermediates of the WTS reaction on Au/TiC(001). The labels refer to specify states in <xref ref-type="fig" rid="F6">Figure 6</xref>. Reproduced with permission from Rodriguez et al. (<xref ref-type="bibr" rid="B28">2014</xref>), copyright 2014 by Wiley.</p></caption>
<graphic xlink:href="fchem-07-00875-g0007.tif"/>
</fig>
<p>The deposition of gold on different surfaces of molybdenum carbide also produces excellent catalysts for the LT-WGS reaction (Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>; Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). In <xref ref-type="fig" rid="F5">Figure 5</xref>, the Au/MoC system displays a somewhat better activity than Au/TiC(001) when tested under similar reaction conditions (Rodriguez et al., <xref ref-type="bibr" rid="B28">2014</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>). In the case of Au/MoC, experimental studies do show a clear correlation between the ability of the system to dissociate water and its LT-WGS activity (Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>). In <xref ref-type="fig" rid="F8">Figure 8</xref>, the amount of OH groups deposited on the surface upon interaction with water increased when small coverages of Au (&#x0003C;0.25 ML) were deposited on MoC. These Au/MoC surfaces displayed a very high activity for the LT-WGS reaction. In Au 4f XPS spectra, there was a binding energy shift that is consistent with the direct dissociation of water on the supported gold. At large coverages of Au (&#x0003E;0.25 ML), 3D particles were formed diminishing the interaction of Au atoms with the carbide substrate (Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>). As a result of this, the ability of the Au/MoC to dissociate water and catalyze the LT-WGS process diminished (Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>). In the Au/MoC and Au/TiC(001) systems, the highest catalytic activity is found at very low coverages of gold.</p>
<fig id="F8" position="float">
<label>Figure 8</label>
<caption><p>Results of XPS collected after dosing 50 langmuir (L) of water at 300 K to &#x003B4;-MoC and Au/&#x003B4;-MoC surfaces. Top: Amount of OH seen in the O 1s region. Bottom: Corresponding binding shift in the Au 4f<sub>7/2</sub> binding energy. Reproduced with permission from Posada-Perez et al. (<xref ref-type="bibr" rid="B21">2017</xref>), copyright 2017 by Royal Society of Chemistry.</p></caption>
<graphic xlink:href="fchem-07-00875-g0008.tif"/>
</fig>
<p><xref ref-type="fig" rid="F9">Figure 9</xref> compares the stability of Au/MC and Au/Mo<sub>2</sub>C(001) catalysts (Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>). No signs of deactivation are observed for the Au/MoC system but there is a clear drop in the catalytic activity of Au/Mo<sub>2</sub>C(001). The Mo<sub>2</sub>C is very aggressive toward the oxygen present in the water molecule. Eventually Mo<sub>2</sub>C is transformed into an oxycarbide and the Au&#x02194;carbide interactions disappear with a continuous drop in catalytic activity (Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>). Thus, an important parameter to consider when designing Au/carbide catalysts is the metal/carbon ratio in the carbide support (Rodriguez et al., <xref ref-type="bibr" rid="B26">2010</xref>). This ratio is extremely important because it conditions the reactivity of the metal component in the carbide (Liu and Rodriguez, <xref ref-type="bibr" rid="B16">2004</xref>; Hwu and Chen, <xref ref-type="bibr" rid="B13">2005</xref>). In the case of TiC and MoC, the high concentration of C diminishes the reactivity of the metal centers toward O-containing molecules and at the same time C atoms help to activate the supported Au (Rodriguez and Illas, <xref ref-type="bibr" rid="B27">2012</xref>).</p>
<fig id="F9" position="float">
<label>Figure 9</label>
<caption><p>Effect of time on the water-gas shift activity of Au/&#x003B4;-MoC and Au/&#x003B2;-Mo<sub>2</sub>C(001) surfaces. Initially, 0.15 ML of Au were deposited on the carbide substrates and the obtained catalysts were exposed to 20 Torr of CO and 10 Torr of H<sub>2</sub>O at 435 K. For the Au/&#x003B4;-MoC system, the coverage of oxygen found after reaction with XPS remained constant (&#x0007E;0.25 ML). Such was not the case for the Au/Mo<sub>2</sub>C(001) system, where a substantial coverage of oxygen was always present (&#x0003E;0.5 ML) and rised with time causing the deactivation of the system. Reproduced with permission from Posada-Perez et al. (<xref ref-type="bibr" rid="B21">2017</xref>), copyright 2017 by Royal Society of Chemistry.</p></caption>
<graphic xlink:href="fchem-07-00875-g0009.tif"/>
</fig>
<p>A novel synthetic procedure was used to synthesize atomic-layered Au clusters on a &#x003B1;-MoC substrate (Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). Images for the Au/&#x003B1;-MoC catalyst obtained using aberration-corrected scanning transmission electron microscopy (STEM) analysis showed that the catalyst structure contained porous assemblies of small &#x003B1;-MoC nanoparticles with a size in the range of 3 to 20 nm and rich in defects. High-resolution STEM <italic>Z</italic>-contrast imaging showed two kinds of gold species on the surface of the catalyst: (i) small layered gold aggregates epitaxially grown on the &#x003B1;-MoC substrate and (ii) atomically dispersed gold (Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). The gold aggregates had an average diameter of 1 to 2 nm with a thickness of 2 to 4 atomic layers (&#x0003C;1 nm). Catalytic tests showed that both types of supported gold systems were catalytically active but the small layered Au clusters were the most active as catalysts for the LT-WGS process (Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>).</p>
<p>Results of ambient-pressure XPS showed dissociation of H<sub>2</sub>O over the &#x003B1;-MoC component at room temperature, while the CO was bound to adjacent gold sites. This CO readily reacted with the surface OH groups formed from water, leading to a large LT-WGS activity (390&#x02013;476 K temperature range) (Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). At 473 K, the Au/&#x003B1;-MoC catalysts exhibited some deactivation but after testing over a period of 140 h the performance of the catalysts was stable with a CO conversion close to 50% (Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). A performance which was better than those of Au/oxide catalysts under the same conditions (Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). The Au/&#x003B1;-MoC catalysts were not stable when exposed to the reactants of the WGS at high temperatures. Results of <italic>in-situ</italic> X-ray diffraction, <xref ref-type="fig" rid="F10">Figure 10</xref>, showed a progressive transformation of &#x003B1;-MoC into MoO<sub>2</sub> at temperatures above 500 K (Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). The lack of stability got worse when &#x003B1;-MoC was replaced with &#x000DF;-Mo<sub>2</sub>C (Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>). Thus, two important parameters to consider when dealing with the long term performance of these systems are the temperature and metal/carbon ratio in the carbide component of the catalysts (Posada-Perez et al., <xref ref-type="bibr" rid="B21">2017</xref>; Yao et al., <xref ref-type="bibr" rid="B36">2017</xref>).</p>
<fig id="F10" position="float">
<label>Figure 10</label>
<caption><p><italic>In situ</italic> time-resolved X-ray diffraction patterns collected for a (2%)Au/&#x003B1;-MoC powder catalyst at various temperatures under normal WGS reaction conditions (wavelength, 0.3196 &#x000C5;). In the middle panel, the rainbow color scheme varies from no signal (blue) to very intense diffraction peaks (red). The crystal structures of &#x003B1;-MoC and MoO<sub>2</sub> are shown on the right side of the figure as ball-and-stick drawings (red, O; purple, Mo; black, C). Reproduced with permission from Yao et al. (<xref ref-type="bibr" rid="B36">2017</xref>), copyright 2017 by AAA Science.</p></caption>
<graphic xlink:href="fchem-07-00875-g0010.tif"/>
</fig></sec>
<sec id="s4">
<title>CO<sub>2</sub> Hydrogenation to Methanol and CO</title>
<p>Carbon dioxide does not interact with gold at all, but when nanoparticles of the noble metal are deposited on surfaces of carbides, one obtains very good catalysts for the conversion of CO<sub>2</sub> to methanol or CO (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). In general, the carbides by themselves are active catalysts for the conversion of CO<sub>2</sub> (Dubois et al., <xref ref-type="bibr" rid="B4">1992</xref>; Xu et al., <xref ref-type="bibr" rid="B34">2014</xref>). Depending on the metal/carbon ratio in the carbide, the products of the of the CO<sub>2</sub> hydrogenation reaction vary from CO to alcohols and to light alkanes (Dubois et al., <xref ref-type="bibr" rid="B4">1992</xref>; Xu et al., <xref ref-type="bibr" rid="B34">2014</xref>). When the metal/carbon ratio is close to one, CO and methanol are the main products for the hydrogenation of CO<sub>2</sub> over a carbide catalyst (Dubois et al., <xref ref-type="bibr" rid="B4">1992</xref>; Xu et al., <xref ref-type="bibr" rid="B34">2014</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). Theoretical calculations have shown that, in general, CO<sub>2</sub> binds well on MC(001) surfaces (M &#x0003D; Ti, Mo, Zr, Hf, Nb, Ta, Hf, and W) (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B23">2014</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>; Kunkel et al., <xref ref-type="bibr" rid="B15">2016</xref>; Dixit et al., <xref ref-type="bibr" rid="B3">2017</xref>; Koverga et al., <xref ref-type="bibr" rid="B14">2019</xref>).</p>
<p><xref ref-type="fig" rid="F11">Figure 11</xref> shows results of DF calculations for the bonding geometry of the CO<sub>2</sub> molecule on plain TiC(001) (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>). The molecule binds in a seudo-&#x003B7;<sup>3</sup>-C,O,O configuration with one single C-C bond (1.48 &#x000C5; in length) and two weak Ti-O bonds (2.24 &#x000C5; in length). A net carbide &#x02192; CO<sub>2</sub> electron transfer leads to activation and bending of the CO<sub>2</sub> molecule on TiC(001). The CO<sub>2</sub> adsorption process induces an elongation of the C-O bonds from 1.17 &#x000C5; in the free molecule (gas phase) to 1.29 &#x000C5; on the carbide surface. An adsorption energy of &#x02212;0.62 eV was calculated for the CO<sub>2</sub> on TiC(001). This is a moderate value for a binding energy but in magnitude it is still much larger than adsorption energies found in experimental and theoretical studies for CO<sub>2</sub> interacting with surfaces of copper and late transition metals (Freund and Messmer, <xref ref-type="bibr" rid="B6">1986</xref>; Freund and Roberts, <xref ref-type="bibr" rid="B7">1996</xref>; Taifan et al., <xref ref-type="bibr" rid="B32">2016</xref>). Substantial binding energies have also been calculated for CO<sub>2</sub> on other MC(001) surfaces with the molecule mainly interacting with C sites of the carbide (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B23">2014</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>; Kunkel et al., <xref ref-type="bibr" rid="B15">2016</xref>). On carbide surfaces, an extremely strong interaction has been observed for CO<sub>2</sub> on &#x003B2;-Mo<sub>2</sub>C(001) (Ren et al., <xref ref-type="bibr" rid="B24">2006</xref>; Posada-Perez et al., <xref ref-type="bibr" rid="B23">2014</xref>), where the low C/metal ratio leads to CO2&#x0279C;CO&#x0279C;C transformations below room temperature and DF calculations show an almost spontaneous cleavage of the first C-O bond (Posada-Perez et al., <xref ref-type="bibr" rid="B23">2014</xref>).</p>
<fig id="F11" position="float">
<label>Figure 11</label>
<caption><p>Adsorption geometries obtained with DF calculations for CO<sub>2</sub> on TiC(001) and Au<sub>4</sub>/TiC(001) surfaces. Reproduced with permission from Vidal et al. (<xref ref-type="bibr" rid="B33">2012</xref>), copyright 2012 by the American Chemical Society of Chemistry.</p></caption>
<graphic xlink:href="fchem-07-00875-g0011.tif"/>
</fig>
<p>The trends observed in theoretical studies (Yang et al., <xref ref-type="bibr" rid="B35">2013</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>) indicate that a 1:1 carbon-to-metal ratio is the best option if one is interested in the conversion of CO<sub>2</sub> to oxygenates and wants to reduce methane formation. The addition of small gold particles to TiC(001) and MoC(001) surfaces produces systems with remarkable activity for the hydrogenation of CO<sub>2</sub> to methanol (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). At the bottom of <xref ref-type="fig" rid="F11">Figure 11</xref>, one can see the calculated geometry for the binding of CO<sub>2</sub> to a Au<sub>4</sub>/TiC(001) system (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>). The CO<sub>2</sub> binding energy over Au<sub>4</sub>/TiC(001) was substantial, &#x02212;0.68 eV, and the molecule was attached to the gold atoms with a &#x003B7;<sup>2</sup>-C,O conformation. In contrast, the binding energy of CO<sub>2</sub> on extended surfaces of metallic gold or unsupported (i.e., free) gold nanoparticles is zero (Freund and Messmer, <xref ref-type="bibr" rid="B6">1986</xref>; Freund and Roberts, <xref ref-type="bibr" rid="B7">1996</xref>; Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>). On Au<sub>4</sub>/TiC(001), the molecule exhibits the bended geometry of a charged species (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>) with a significant elongation (0.05&#x02013;0.11 &#x000C5;) of the C-O bonds with respect to the calculated value in gas phase (1.17 &#x000C5;, see above) (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>). Thus, one can conclude that a Au<sub>4</sub>/TiC(001) surface clearly activates the CO<sub>2</sub> molecule.</p>
<p>The hydrogenation of CO<sub>2</sub> on Au/TiC(001) and Au/MoC yields CO, the main reaction product, and methanol (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). The amount of CO produced is 2&#x02013;3 orders of magnitude bigger than the yield of methanol. The amount of gold deposited on the carbide surface has a very strong effect on the activity of the system, <xref ref-type="fig" rid="F12">Figure 12</xref>. An optimum performance was found at Au coverages of 0.1&#x02013;0.2 ML, when there was a large amount of small 2D clusters on the carbide substrates (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). Large 3D clusters of Au display a low activity for CO<sub>2</sub> hydrogenation pointing to the need of electronic perturbations in the Au adatoms. In <xref ref-type="fig" rid="F11">Figure 11</xref>, a flat Au<sub>4</sub> cluster binds the CO<sub>2</sub> molecule well, but when the Au<sub>4</sub> is replaced by a 13-atom pyramid of gold (see <xref ref-type="fig" rid="F1">Figure 1</xref>), there is no binding of the CO<sub>2</sub> molecule (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>).</p>
<fig id="F12" position="float">
<label>Figure 12</label>
<caption><p>Rate for the yield of CO during the hydrogenation of CO<sub>2</sub> on a series of Au/TiC(001) surfaces. T &#x0003D; 550 K, P<sub>CO2</sub> &#x0003D; 0.5 atm, P<sub>H2</sub> &#x0003D; 4.5 atm. Reproduced with permission from Posada-P&#x000E9;rez et al. (<xref ref-type="bibr" rid="B22">2016</xref>), copyright 2016 by the American Chemical Society.</p></caption>
<graphic xlink:href="fchem-07-00875-g0012.tif"/>
</fig>
<p><xref ref-type="fig" rid="F13">Figure 13</xref> displays Arrhenius plots for the generation of CH<sub>3</sub>OH on Au/TiC(001) and Au/MoC (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). For comparison are included results for Cu(111) and a system which models an industrial Cu/ZnO catalyst for methanol synthesis. The calculated apparent activation energies for methanol and CO production are listed in <xref ref-type="table" rid="T1">Table 1</xref>. In the case of methanol synthesis, the apparent activation energy drops from a value of 25 Kcal/mol on Cu(111) to 13 and 12 kcal/mol for Au supported over TiC(001) and MoC (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). These surfaces exhibited a methanol production rate that was 8&#x02013;11 times larger than that seen for Cu/ZnO(000i), <xref ref-type="fig" rid="F13">Figure 13</xref>, illustrating the great advantage of using a carbide as a metal support (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). In <xref ref-type="table" rid="T1">Table 1</xref> are listed apparent activation energies for CH<sub>3</sub>OH and CO formation on different catalysts. For a given surface, one can see similar values for CH<sub>3</sub>OH and CO formation hinting that CO production is the rate limiting step on all the metal/carbide surfaces. Thus, CO is probably formed first, through the reverse WGS reaction, and a fraction of the formed CO is further converted into methanol via selective hydrogenation steps (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>).</p>
<fig id="F13" position="float">
<label>Figure 13</label>
<caption><p>Arrhenius plots for the generation of CH<sub>3</sub>OH through CO<sub>2</sub> hydrogenation on a several Au-containing catalysts. Initially, 0.2 ML of gold were deposited on MoC and TiC(001). In a batch reactor, both catalysts were exposed to 0.049 MPa (0.5 atm) of CO<sub>2</sub> and 0.441 MPa (4.5 atm) of H<sub>2</sub> at temperatures of 600, 575, 550, 525, and 500 K. Reproduced with permission from Posada-P&#x000E9;rez et al. (<xref ref-type="bibr" rid="B22">2016</xref>), copyright 2016 by the American Chemical Society.</p></caption>
<graphic xlink:href="fchem-07-00875-g0013.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Apparent activation energies for CO<sub>2</sub> hydrogenation on a series of (in kcal/mol)<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref>.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Catalyst</bold></th>
<th valign="top" align="center"><bold>CO, RWGS</bold></th>
<th valign="top" align="center"><bold>CH<sub><bold>3</bold></sub>OH synthesis</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Au/&#x003B4;-MoC</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">12</td>
</tr>
<tr>
<td valign="top" align="left">Au/TiC(001)</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">13</td>
</tr>
<tr>
<td valign="top" align="left">&#x003B4;-MoC</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">17</td>
</tr>
<tr>
<td valign="top" align="left">TiC(001)</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">21</td>
</tr>
<tr>
<td valign="top" align="left">Cu/ZnO(000i)</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">Cu(111)</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">25</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1">
<label>a</label>
<p><italic>From Posada-P&#x000E9;rez et al. (<xref ref-type="bibr" rid="B22">2016</xref>)</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>After reaction, the existence of a minor coverage of oxygen (&#x0007E;0.1 ML) was detected with XPS over the TiC(001) and MoC substrates (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>). The amount of oxygen present on these carbide catalysts did not increase with time producing a decrease in catalytic activity (see <xref ref-type="fig" rid="F14">Figure 14</xref>). A completely opposite behavior was seen for Au/&#x003B2;-Mo<sub>2</sub>C(001) where the amount of oxygen present on the surface was substantial (&#x0003E;0.4 ML) and raised with time (<xref ref-type="fig" rid="F14">Figure 14</xref>) probably as a consequence of the formation of an oxycarbide. Therefore, the Au/&#x003B2;-Mo<sub>2</sub>C(001) catalyst displayed poor stability because the surface activity was reduced by O poisoning (<xref ref-type="fig" rid="F14">Figure 14</xref>). These data point to the importance of the metal/carbon ratio in a transition metal carbide. It is a critical parameter to consider when aiming for a catalyst with good activity, selectivity, and stability for the hydrogenation of CO<sub>2</sub> (Vidal et al., <xref ref-type="bibr" rid="B33">2012</xref>; Posada-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B22">2016</xref>).</p>
<fig id="F14" position="float">
<label>Figure 14</label>
<caption><p>Top: Coverages of O measured with XPS for Au/&#x003B2;-Mo<sub>2</sub>C(001) and Au/&#x003B4;-MoC catalysts (&#x003B8;<sub>Au</sub> &#x0007E;0.2 ML) as a function of time under constant CO<sub>2</sub> hydrogenation conditions. Bottom: Corresponding rate of CO generation over the Au/&#x003B2;-Mo<sub>2</sub>C(001) and Au/&#x003B4;-MoC catalysts as a function of time maintaining the same reaction mixture. In a batch reactor, both catalysts were exposed to 0.049 MPa (0.5 atm) of CO<sub>2</sub> and 0.441 MPa (4.5 atm) of H<sub>2</sub> at a temperature of 550 K. Reproduced with permission from Posada-P&#x000E9;rez et al. (<xref ref-type="bibr" rid="B22">2016</xref>), copyright 2016 by the American Chemical Society.</p></caption>
<graphic xlink:href="fchem-07-00875-g0014.tif"/>
</fig></sec>
<sec id="s5">
<title>Conclusion and Future Work</title>
<p>The experimental and theoretical results discussed above show that the electronic perturbations induced by the bonding of Au to a metal carbide have a strong impact on the performance of the noble metal in reactions associated with C1 catalysis such as the oxidation of CO, the production of hydrogen via the water-gas shift and the hydrogenation of CO<sub>2</sub>. On the carbide surfaces, the Au interacts stronger than on oxides opening the door for strong metal-support interactions.</p>
<p>So far, the experimental studies have been focused on a few reactions for Au particles supported on MoC and TiC. After studying the interaction of gold and several metal carbides with DF-based methods (Rodriguez and Illas, <xref ref-type="bibr" rid="B27">2012</xref>), it is clear that the electronic perturbations on gold significantly rise when going from TiC to ZrC or TaC as a support. Thus, Au/ZrC and Au/TaC have the electronic properties necessary for being good catalysts and should be tested for C1 catalysis. Furthermore, the activity of the Au-carbide interfaces should be also tested for many of the reactions where catalytic activity has been observed on Au-oxide interfaces. For example, in the area of C1 chemistry, systematic studies must be carried out for CO-PROX (preferential CO oxidation), the hydrogenation of CO<sub>2</sub> to CH<sub>4</sub> or formic acid, or the reforming and manipulation of methanol.</p></sec>
<sec id="s6">
<title>Author Contributions</title>
<p>The author confirms being the sole contributor of this work and has approved it for publication.</p>
<sec>
<title>Conflict of Interest</title>
<p>The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec></sec>
</body>
<back>
<ack><p>The author is grateful to several coworkers at BNL (Ping Liu, Dario Stacchiola, Sanjaya Senanayake, J. Chen), the Universidad Central de Venezuela (J. Evans, P.J. Ramirez), the University of Barcelona (F. Illas, F. Vi&#x000F1;es), the Tokyo Institute of Technology (K. Nakamura), and Peking University (D. Ma, S. Yao) for thought-provoking discussions about the properties of gold-carbide interfaces. The research carried out at BNL was supported by the US Department of Energy, Chemical Sciences Division under Contract No. DE-SC0012704.</p>
</ack>
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<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> JR was funded by the US Department of Energy.</p>
</fn>
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