<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="en" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Catalysts</journal-id>
<journal-title>Catalysts</journal-title>
<issn pub-type="epub">2073-4344</issn>
<publisher>
<publisher-name>Molecular Diversity Preservation International (MDPI)</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3390/catal1010018</article-id>
<article-id pub-id-type="publisher-id">catalysts-01-00018</article-id>
<article-categories>
<subj-group>
<subject>Article</subject></subj-group></article-categories>
<title-group>
<article-title>Role of the Support Effects on the Catalytic Activity of Gold Clusters: A Density Functional Theory Study</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Gao</surname><given-names>Min</given-names></name><xref ref-type="aff" rid="af1-catalysts-01-00018"><sup>1</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>Lyalin</surname><given-names>Andrey</given-names></name><xref ref-type="aff" rid="af1-catalysts-01-00018"><sup>1</sup></xref><xref ref-type="aff" rid="af2-catalysts-01-00018"><sup>2</sup></xref><xref ref-type="corresp" rid="c1-catalysts-01-00018"><sup>★</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>Taketsugu</surname><given-names>Tetsuya</given-names></name><xref ref-type="aff" rid="af1-catalysts-01-00018"><sup>1</sup></xref></contrib></contrib-group>
<aff id="af1-catalysts-01-00018">
<label>1</label> Division of Chemistry, Graduate School of Science, Hokkaido University, Sapporo 060-0810, Japan; E-Mails: <email>gaomin1986@gmail.com</email> (M.G.); <email>take@sci.hokudai.ac.jp</email> (T.T.)</aff>
<aff id="af2-catalysts-01-00018">
<label>2</label> V. A. Fock Institute of Physics, St Petersburg State University, Petrodvorez 198504, Russia</aff>
<author-notes>
<corresp id="c1-catalysts-01-00018">
<label>★</label> Author to whom correspondence should be addressed; E-Mail: <email>lyalin@mail.sci.hokudai.ac.jp</email>; Tel.: +81-0-80-3292-3010; Fax: +81-0-11-706-4921.</corresp></author-notes>
<pub-date pub-type="collection">
<year>2011</year></pub-date>
<pub-date pub-type="epub">
<day>17</day>
<month>11</month>
<year>2011</year></pub-date>
<volume>1</volume>
<issue>1</issue>
<fpage>18</fpage>
<lpage>39</lpage>
<history>
<date date-type="received">
<day>06</day>
<month>10</month>
<year>2011</year></date>
<date date-type="rev-recd">
<day>31</day>
<month>10</month>
<year>2011</year></date>
<date date-type="accepted">
<day>16</day>
<month>11</month>
<year>2011</year></date></history>
<permissions>
<copyright-statement>© 2011 by the authors; licensee MDPI, Basel, Switzerland.</copyright-statement>
<copyright-year>2011</copyright-year>
<license>
<p>This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).</p></license></permissions>
<abstract>
<p>It is demonstrated that the support effects play a crucial role in the gold nanocatalysis. Two types of support are considered—the “inert” support of hexagonal boron nitride (h-BN) with the N and B vacancy defects and the “active” support of rutile TiO<sub>2</sub>(110). It is demonstrated that Au and Au<sub>2</sub> can be trapped effectively by the vacancy defects in h-BN. In that case, the strong adsorption on the surface defects is accompanied by the charge transfer to/from the adsorbate. The excess of the positive or negative charge on the supported gold clusters can considerably promote their catalytic activity. Therefore gold clusters supported on the defected h-BN surface can not be considered as pseudo-free clusters. We also demonstrate that the rutile TiO<sub>2</sub>(110) support energetically promotes H<sub>2</sub> dissociation on gold clusters. We show that the formation of the OH group near the supported gold cluster is an important condition for H<sub>2</sub> dissociation. We demonstrate that the active sites towards H<sub>2</sub> dissociation on the supported Au<italic><sub>n</sub></italic> are located at corners and edges of the gold cluster in the vicinity of the low coordinated oxygen atoms on TiO<sub>2</sub>(110). Thus catalytic activity of a gold nanoparticle supported on the rutile TiO<sub>2</sub>(110) surface is proportional to the length of the perimeter interface between the nanoparticle and the support.</p></abstract>
<kwd-group>
<kwd>nanocatalysis</kwd>
<kwd>gold clusters</kwd>
<kwd>support effect</kwd>
<kwd>interface effect</kwd>
<kwd>oxygen activation</kwd>
<kwd>hydrogen dissociation</kwd></kwd-group></article-meta></front>
<body>
<sec sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Since the pioneering work of Haruta on the oxidation of carbon monoxide on small gold nanoparticles supported by metal oxides [<xref ref-type="bibr" rid="b1-catalysts-01-00018">1</xref>], an extensive interest has been devoted to understanding the catalytic properties of gold. Such an interest is stipulated by the fact that gold nanoparticles are catalytically active even at room temperatures and demonstrate extraordinary selectivity. This feature makes gold clusters very attractive for a wide range of industrial, chemical and environmental applications [<xref ref-type="bibr" rid="b2-catalysts-01-00018">2</xref>–<xref ref-type="bibr" rid="b4-catalysts-01-00018">4</xref>].</p>
<p>Two types of catalytic reactions on gold nanoparticles—oxidation by O<sub>2</sub> and hydrogenation by H<sub>2</sub>—are extremely important for applications. The most explored types of oxidation reaction include the oxidation of carbon monoxide at mild temperatures, alcohol oxidation, the direct synthesis of hydrogen peroxide and alkene epoxidation; see, e.g., References [<xref ref-type="bibr" rid="b1-catalysts-01-00018">1</xref>,<xref ref-type="bibr" rid="b5-catalysts-01-00018">5</xref>–<xref ref-type="bibr" rid="b11-catalysts-01-00018">11</xref>] and references therein. Heterogeneously catalyzed hydrogenation is another type of reactions where gold nanoparticles have shown their great potential as catalysts. It has been demonstrated experimentally that gold nanoparticles supported on metal oxides such as SiO<sub>2</sub>, Al<sub>2</sub>O<sub>3</sub>, TiO<sub>2</sub>, ZnO, ZrO<sub>2</sub>, and Fe<sub>2</sub>O<sub>3</sub> are effective catalysts for selective hydrogenation of several classes of organic molecules, including <italic>α</italic>, <italic>β</italic>-unsaturated aldehydes, unsaturated ketones, and unsaturated hydrocarbons [<xref ref-type="bibr" rid="b12-catalysts-01-00018">12</xref>–<xref ref-type="bibr" rid="b21-catalysts-01-00018">21</xref>]. Moreover, supported gold nanoparticles are very selective for the direct formation of hydrogen peroxide from H<sub>2</sub>/O<sub>2</sub> mixtures [<xref ref-type="bibr" rid="b9-catalysts-01-00018">9</xref>].</p>
<p>In spite of intensive theoretical and experimental studies the origin of catalytic activity of gold nanoparticles remains elusive and has yet to be fully understood. It is commonly accepted that several factors can influence the catalytic activity of gold nanoparticles. One of them is the size effect. It has been shown that the unique properties of gold in oxidation reactions emerge when the size of catalytic particles decreases down to 1–5 nm, while larger sized particles are catalytically inactive [<xref ref-type="bibr" rid="b5-catalysts-01-00018">5</xref>]. It has been shown that small gold clusters consisting of a few atoms can also possess extraordinarily high catalytic activity [<xref ref-type="bibr" rid="b22-catalysts-01-00018">22</xref>,<xref ref-type="bibr" rid="b23-catalysts-01-00018">23</xref>]. This is the regime where each atom counts, physical and chemical properties of clusters are extremely size sensitive and cannot be deduced from those known for larger sizes [<xref ref-type="bibr" rid="b4-catalysts-01-00018">4</xref>,<xref ref-type="bibr" rid="b24-catalysts-01-00018">24</xref>,<xref ref-type="bibr" rid="b25-catalysts-01-00018">25</xref>]. On the one hand, the size effects in nanocatalysis are determined by quantum effects, resulting from the spatial confinement of the valence electrons in the cluster [<xref ref-type="bibr" rid="b4-catalysts-01-00018">4</xref>]; on the other hand, in such clusters a dominant fraction of atoms are under-coordinated (in comparison with the bulk), hence they exhibit an enhanced chemical reactivity [<xref ref-type="bibr" rid="b4-catalysts-01-00018">4</xref>,<xref ref-type="bibr" rid="b26-catalysts-01-00018">26</xref>,<xref ref-type="bibr" rid="b27-catalysts-01-00018">27</xref>].</p>
<p>The charge state of the gold nanoparticles can considerably influence their reactivity [<xref ref-type="bibr" rid="b11-catalysts-01-00018">11</xref>,<xref ref-type="bibr" rid="b28-catalysts-01-00018">28</xref>]. For example, in the case of the negatively charged gold nanoparticles, an extra electron from the gold readily transfers to the anti-bonding 2<italic>π</italic>* orbital of the adsorbed O<sub>2</sub>, which weakens the O–O bond and activates oxygen molecule for further catalytic reaction; see, e.g., References [<xref ref-type="bibr" rid="b10-catalysts-01-00018">10</xref>,<xref ref-type="bibr" rid="b11-catalysts-01-00018">11</xref>,<xref ref-type="bibr" rid="b29-catalysts-01-00018">29</xref>–<xref ref-type="bibr" rid="b31-catalysts-01-00018">31</xref>] and references therein. Such mechanism of the charge-transfer-mediated activation of O<sub>2</sub> by gold clusters has been intensively studied [<xref ref-type="bibr" rid="b32-catalysts-01-00018">32</xref>–<xref ref-type="bibr" rid="b35-catalysts-01-00018">35</xref>]. On the other hand, the positive charge accumulated on the gold can promote adsorption of some reactants, such as CO and hydrocarbons [<xref ref-type="bibr" rid="b36-catalysts-01-00018">36</xref>,<xref ref-type="bibr" rid="b37-catalysts-01-00018">37</xref>].</p>
<p>Interaction with the support material is another important factor that considerably influences the reactivity of gold nanoparticles [<xref ref-type="bibr" rid="b4-catalysts-01-00018">4</xref>,<xref ref-type="bibr" rid="b38-catalysts-01-00018">38</xref>]. Most of the experimental studies have been performed for gold nanoparticles supported on various metal oxides, such as MgO, ZnO, TiO<sub>2</sub>, ZrO<sub>2</sub>, Al<sub>2</sub>O<sub>3</sub>, Fe<sub>2</sub>O<sub>3</sub>, see, e.g., Reference [<xref ref-type="bibr" rid="b2-catalysts-01-00018">2</xref>] and references therein. It was demonstrated that the catalytic activity of gold nanoparticles strongly depends on the type of the support material [<xref ref-type="bibr" rid="b2-catalysts-01-00018">2</xref>,<xref ref-type="bibr" rid="b5-catalysts-01-00018">5</xref>,<xref ref-type="bibr" rid="b39-catalysts-01-00018">39</xref>]. Often, an electron transfer from the support to the gold cluster promotes its catalytic activity because it opens a route for an extra charge transfer to the adsorbed O<sub>2</sub>. Catalytic activity of the supported nanoparticles can also be promoted by defects in the support material. Defects can trap the metal nanoparticle and enhance charge transfer between the support and the nanoparticle. Thus, it was demonstrated that Au<sub>8</sub> clusters supported on the MgO(100) surface rich of F-center defects show high catalytic activity, while Au<sub>8</sub> deposited on the defect-poor MgO(100) surface are inert [<xref ref-type="bibr" rid="b40-catalysts-01-00018">40</xref>,<xref ref-type="bibr" rid="b41-catalysts-01-00018">41</xref>]. Defects are not the only factor responsible for charging of the supported metal nanoparticles. Recently, it was demonstrated that the charge accumulated on the supported gold nanoparticle can be tuned by varying the thickness of the metal oxide layer deposited on the metal support [<xref ref-type="bibr" rid="b42-catalysts-01-00018">42</xref>–<xref ref-type="bibr" rid="b46-catalysts-01-00018">46</xref>]. Thus, the support effects can play even larger role in gold nanocatalysis than the particle size.</p>
<p>In the present work we demonstrate that the charge transfer from the support to the deposited gold clusters is not the only mechanism responsible for the promotion of the cluster's catalytic activity. Two types of support will be considered—the hexagonal boron nitride (h-BN) with N and B vacancy defects and the rutile TiO<sub>2</sub>(110). Using these two examples we show that the support effects on the catalytic activity of gold clusters can be rather diverse and can have different origins.</p>
<p>It is commonly accepted that “inert” supports, such as, h-BN do not affect the electronic and geometric structure of the supported clusters, and hence such clusters can be considered as pseudo-free. This suggestion is widely used to study intrinsic properties of metal clusters that are free from the support effects [<xref ref-type="bibr" rid="b6-catalysts-01-00018">6</xref>]. Indeed, h-BN is an electrical insulator with a wide band gap (∼5.8 eV) and high thermal and chemical stability [<xref ref-type="bibr" rid="b47-catalysts-01-00018">47</xref>,<xref ref-type="bibr" rid="b48-catalysts-01-00018">48</xref>]. It is unlikely that such a support can promote an electron transfer to or from the deposited gold nanoparticle and influence their physical and chemical properties.</p>
<p>Recently, it has been demonstrated experimentally that small gold clusters deposited on h-BN support are efficient and robust catalysts [<xref ref-type="bibr" rid="b6-catalysts-01-00018">6</xref>]. However, very little attention has been paid to theoretical investigations concerning the role of the h-BN support on the catalytic properties of gold. Whether the origin of catalytic activity of gold clusters supported on h-BN surface derives from the cluster itself, or h-BN support can modify or tune catalytic properties of gold?</p>
<p>Contrary to the case of the “inert” h-BN support, the rutile TiO<sub>2</sub>(110) surface is considered as an active surface that can even possess catalytic properties itself. It has been found experimentally that catalytic activity of gold nanoparticles supported on the rutile TiO<sub>2</sub>(110) surface towards H<sub>2</sub> dissociation depends on the number of gold atoms located at the perimeter nanoparticle-support interface, irrespective of the cluster size [<xref ref-type="bibr" rid="b38-catalysts-01-00018">38</xref>]. It has been also shown that the active sites for the H<sub>2</sub> + O<sub>2</sub> reaction over a Au/TiO<sub>2</sub> nanoparticle catalyst are located at dual perimeter sites at the interface between Au and TiO<sub>2</sub> [<xref ref-type="bibr" rid="b49-catalysts-01-00018">49</xref>]. To the best of our knowledge there are only few theoretical studies concerning the role of the support on the processes of adsorption and dissociation of molecular hydrogen on the supported gold nanoparticles [<xref ref-type="bibr" rid="b50-catalysts-01-00018">50</xref>–<xref ref-type="bibr" rid="b52-catalysts-01-00018">52</xref>]. In Reference [<xref ref-type="bibr" rid="b50-catalysts-01-00018">50</xref>] the authors performed an elegant theoretical study on elucidation of active sites for H<sub>2</sub> adsorption and activation on Au<sub>13</sub> cluster supported on the anatase TiO<sub>2</sub>(001) surface. It has been shown that Au atoms that are active for H<sub>2</sub> dissociation must have a net charge close to zero, be located at corner or edge low coordinated positions, and not be directly bonded to the support [<xref ref-type="bibr" rid="b50-catalysts-01-00018">50</xref>]. An important role of the low coordinated oxygen atoms at the nanoparticle/TiO<sub>2</sub> interface has been discussed [<xref ref-type="bibr" rid="b52-catalysts-01-00018">52</xref>]. In Reference [<xref ref-type="bibr" rid="b51-catalysts-01-00018">51</xref>] it was shown that small two-dimensional Au nanoparticles supported on TiC(001) can dissociate H<sub>2</sub> in a more efficient way than when supported on oxides. The active sites for H<sub>2</sub> dissociation on Au/TiC(001) are located at the particle edge and in direct contact with the underlying substrate [<xref ref-type="bibr" rid="b51-catalysts-01-00018">51</xref>]. In the present work we clarify how hydrogen molecule adsorbs and dissociates on the supported gold nanoparticles.</p>
<p>We demonstrate that the support effects are very important in the gold nanocatalysis. Even the “inert” h-BN support, if it contains point defects, can promote or quench the catalytic properties of gold in oxidation reaction by O<sub>2</sub>. Therefore gold clusters supported on the defected h-BN surface can not be considered as pseudo-free clusters. We demonstrate that rutile TiO<sub>2</sub>(110) support energetically promotes H<sub>2</sub> dissociation on gold clusters. We show that the formation of the OH group near the supported gold cluster is an important condition for H<sub>2</sub> dissociation and the conventional charge transfer mechanism does not play an important role for H<sub>2</sub> dissociation. The considered phenomena can be particularly important for understanding the mechanisms of the catalytic activity of the supported gold clusters in oxidation reactions by O<sub>2</sub> and hydrogenation reactions by H<sub>2</sub>.</p></sec>
<sec>
<label>2.</label>
<title>Computational Details</title>
<p>The calculations are carried out using density-functional theory (DFT) with the gradient-corrected exchange-correlation functionals of Wu and Cohen (WC) [<xref ref-type="bibr" rid="b53-catalysts-01-00018">53</xref>] and Perdew, Burke and Ernzerhof (PBE) [<xref ref-type="bibr" rid="b54-catalysts-01-00018">54</xref>] for O<sub>2</sub>Au<italic><sub>n</sub></italic>/h-BN and H<sub>2</sub>Au<italic><sub>n</sub></italic>/TiO<sub>2</sub>(110) systems, respectively. The choice of DFT functionals is stipulated by the fact that WC gives significant improvements for lattice constants, crystal structures, and surface energies over the most popular PBE functional, while PBE remains superior for the energetics of covalent and noncovalent bonds [<xref ref-type="bibr" rid="b55-catalysts-01-00018">55</xref>]. In particular, the PBE functional demonstrates very poor performance for the layered-systems like graphite or h-BN, whose distances between the layers are determined by rather weak interactions [<xref ref-type="bibr" rid="b55-catalysts-01-00018">55</xref>]. Thus, in the case of h-BN lattice the PBE functional demonstrate only marginal binding of the hexagonal layers along “c”, while WC provides very accurate results that are close to experiment [<xref ref-type="bibr" rid="b55-catalysts-01-00018">55</xref>]. On the other hand PBE can reproduce well the tetragonal rutile TiO<sub>2</sub> structure, and therefore it has been selected to treat H<sub>2</sub>Au<italic><sub>n</sub></italic>/TiO<sub>2</sub>(110) system.</p>
<p>The atom-centered, strictly confined, numerical basis functions [<xref ref-type="bibr" rid="b56-catalysts-01-00018">56</xref>,<xref ref-type="bibr" rid="b57-catalysts-01-00018">57</xref>] are used to treat the valence electrons of H (1<italic>s</italic><sup>1</sup>), B (2<italic>s</italic><sup>2</sup>2<italic>p</italic><sup>1</sup>), N (2<italic>s</italic><sup>2</sup>2<italic>p</italic><sup>3</sup>), O (2<italic>s</italic><sup>2</sup>2<italic>p</italic><sup>4</sup>), Ti (4<italic>s</italic><sup>2</sup>3<italic>d</italic><sup>2</sup>) and Au (6<italic>s</italic><sup>1</sup>5<italic>d</italic><sup>10</sup>). Double-<italic>ζ</italic> plus polarization function (DZP) basis sets are used for B, N, O, Ti, Au and triple-<italic>ζ</italic> plus polarization function (TZP) for H. Basis set for hydrogen was optimized with the use of the Nelder–Mead simplex method [<xref ref-type="bibr" rid="b58-catalysts-01-00018">58</xref>] according to the procedure described in Reference [<xref ref-type="bibr" rid="b57-catalysts-01-00018">57</xref>]. The core electrons are represented by the Troullier–Martins norm-conserving pseudopotentials [<xref ref-type="bibr" rid="b59-catalysts-01-00018">59</xref>] in the Kleinman-Bylander factorised form [<xref ref-type="bibr" rid="b60-catalysts-01-00018">60</xref>]. Relativistic effects are taken into account for Au.</p>
<p>In the present work, the h-BN lattice has been optimized using the Monkhorst-Pack [<xref ref-type="bibr" rid="b61-catalysts-01-00018">61</xref>] 10 × 10 × 4 k-point mesh for Brillouin zone sampling. The calculated lattice parameters a = b = 2.504 Å and c = 6.656 Åare in excellent agreement with the experimental values of a = b = 2.524 ± 0.020 Å and c = 6.684 ± 0.020 Å, reported in Reference [<xref ref-type="bibr" rid="b62-catalysts-01-00018">62</xref>]. The h-BN surface is represented by the two-layer slab containing 7 × 7 unit cells (98 units of BN per slab) with the surface area of 3.07 nm<sup>2</sup>. The bottom layer in the h-BN slab is fixed while the top layer is fully relaxed. The rutile lattice was optimized using the 6 × 6 × 9 k-point mesh. The calculated lattice parameters a = 4.594 Å and c = 2.959 Å are in agreement with the experimental values of a = b = 4.587 Å, c = 2.954 Å at 15 K [<xref ref-type="bibr" rid="b63-catalysts-01-00018">63</xref>,<xref ref-type="bibr" rid="b64-catalysts-01-00018">64</xref>]. The optimized lattice of the bulk rutile was used to construct slabs for the TiO<sub>2</sub>(110) surface. The six-layer slab containing four units of TiO<sub>2</sub> represents the element of the (110) rutile face with the surface area of 
<inline-formula>
<mml:math id="mm1" display="inline">
<mml:semantics id="sm1">
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mtext>a</mml:mtext></mml:mrow></mml:msqrt>
<mml:mo>×</mml:mo>
<mml:mtext>c</mml:mtext></mml:mrow></mml:semantics></mml:math></inline-formula>. For rutile surface the bottom two layers in the slab are fixed, and all other atoms are fully relaxed. In the present work we study adsorption of Au<italic><sub>n</sub></italic> clusters containing <italic>n</italic> = 1, 2, 8 and 20 atoms on the rutile (110) surface. In the case of Au and Au<sub>2</sub> the TiO<sub>2</sub>(110) surface is modeled by the p (2 × 5) slab (40 units of TiO<sub>2</sub> per slab), while for Au<sub>8</sub> and Au<sub>20</sub> we use p (3 × 6)(72 units of TiO<sub>2</sub>) and p (4 × 9)(144 units of TiO<sub>2</sub>) slabs, respectively. The periodically replicated slabs for h-BN and TiO<sub>2</sub>(110) surfaces are separated by the vacuum region of 25 Å. Only the Γ point is used for sampling the Brillouin zone of the slabs due to the large size of the supercell.</p>
<p>The cluster geometries have been determined with the use of the cluster fusion algorithm [<xref ref-type="bibr" rid="b65-catalysts-01-00018">65</xref>] which belongs to the class of genetic global optimization methods. This method has been successfully used in order to find the optimized geometries of various types of metal clusters [<xref ref-type="bibr" rid="b66-catalysts-01-00018">66</xref>–<xref ref-type="bibr" rid="b68-catalysts-01-00018">68</xref>]. Additionally, the global reaction route mapping (GRRM) technique within the scaled hypersphere search (SHS) method has been used in order to find equilibrium structures [<xref ref-type="bibr" rid="b69-catalysts-01-00018">69</xref>–<xref ref-type="bibr" rid="b71-catalysts-01-00018">71</xref>]. The optimized structures of the gold clusters are in a good agreement with those reported in previous theoretical studies; see, e.g., References [<xref ref-type="bibr" rid="b30-catalysts-01-00018">30</xref>,<xref ref-type="bibr" rid="b72-catalysts-01-00018">72</xref>–<xref ref-type="bibr" rid="b75-catalysts-01-00018">75</xref>]. The most stable isomers of gold clusters have been further optimized on the support starting from the several (up to 15) initial orientations and positions of the cluster on the surface.</p>
<p>All calculations have been carried out with the use of the SIESTA package [<xref ref-type="bibr" rid="b76-catalysts-01-00018">76</xref>–<xref ref-type="bibr" rid="b78-catalysts-01-00018">78</xref>]. Within the SIESTA approach, the basis functions and the electron density are projected onto a uniform real-space grid. The mesh size of the grid is controlled by an energy cutoff, which defines the wavelength of the shortest plane wave that can be represented on the grid. In the present work the energy cutoff of 200 Ry is chosen to guarantee convergence of the total energies and forces. The self-consistency of the density matrix is achieved with a tolerance of 10<sup>−4</sup>. For geometry optimization the conjugate-gradient approach was used with a threshold of 0.02 eV Å<sup>−1</sup>. The atoms in molecules method of Bader (AIM) has been used for charge analysis [<xref ref-type="bibr" rid="b79-catalysts-01-00018">79</xref>,<xref ref-type="bibr" rid="b80-catalysts-01-00018">80</xref>]. The electron density has been plotted using XCRYSDEN visualisation program [<xref ref-type="bibr" rid="b81-catalysts-01-00018">81</xref>].</p>
<p>To validate our approach we have calculated the dissociation energies and interatomic distances for several diatomic molecules. Our calculations demonstrate that the dissociation energy, <italic>D<sub>e</sub></italic>, and bond length in H<sub>2</sub> (4.55 eV, 0.75 Å), O<sub>2</sub> (5.88 eV, 1.24 Å), Au<sub>2</sub> (2.28 eV, 2.55 Å) are in a good agreement with experimental data H<sub>2</sub> (4.74 eV, 0.74 Å), O<sub>2</sub> (5.23 eV, 1.21 Å), Au<sub>2</sub> (2.29 eV, 2.47 Å)[<xref ref-type="bibr" rid="b82-catalysts-01-00018">82</xref>]. We also tested the gold–hydrogen interaction by optimizing AuH dimer. The calculated dissociation energy and bond length in AuH (3.09 eV, 1.547 Å) are in a good agreement with experimental data (3.36 eV, 1.524 Å)[<xref ref-type="bibr" rid="b82-catalysts-01-00018">82</xref>].</p></sec>
<sec sec-type="results">
<label>3.</label>
<title>Theoretical Results</title>
<sec>
<label>3.1.</label>
<title>Adsorption and Activation of O<sub>2</sub> on Au/h-BN and Au<sub>2</sub>/h-BN. Role of the Defected h-BN Support</title>
<p>We start our study with investigation of the catalytic activity of small gold clusters supported on the defected hexagonal BN surface. The h-BN lattice has a layered structure which is very similar to graphite. The planar networks of B<sub>3</sub>N<sub>3</sub> hexagons are regularly stacks on top of each other [<xref ref-type="bibr" rid="b83-catalysts-01-00018">83</xref>]. Due to the partially ionic character of the B–N bonding, the B atoms in one layer are located on top of the N atoms of the neighboring layer and vice versa, as it is shown in <xref ref-type="fig" rid="f1-catalysts-01-00018">Figure 1(a)</xref>. Both graphite and h-BN materials are strongly bonded within the layers, while interaction between the layers is weak. In spite of similar structures, physical and chemical properties of graphite and h-BN are different. Thus, graphite is an electrical conductor, while h-BN is a dielectric with a wide band gap of 5–6 eV.</p>
<p>In the present work we study adsorption of gold clusters on the h-BN surface with boron (V<sub>B</sub>) and nitrogen (V<sub>N</sub>) vacancy defects, which are schematically shown in <xref ref-type="fig" rid="f1-catalysts-01-00018">Figure 1(b)</xref>. The point V<sub>B</sub> and V<sub>N</sub> defects are the simplest and relatively stable types of defects in h-BN. It was suggested that single boron and nitrogen vacancy defects can exist in h-BN and V<sub>N</sub> is more stable than V<sub>B</sub> [<xref ref-type="bibr" rid="b84-catalysts-01-00018">84</xref>,<xref ref-type="bibr" rid="b85-catalysts-01-00018">85</xref>]. The stability of divacancies in graphitic boron nitride (g-BN) sheets has been studied in Reference [<xref ref-type="bibr" rid="b86-catalysts-01-00018">86</xref>]. It was shown that the divacancies are more frequently formed in graphene than in the g-BN [<xref ref-type="bibr" rid="b86-catalysts-01-00018">86</xref>]; however, it was demonstrated that in BN single-wall nanotubes the most stable type of point defect is the BN divacancy [<xref ref-type="bibr" rid="b87-catalysts-01-00018">87</xref>]. Formation of the triangle defects in h-BN monolayer has been also investigated; see, e.g., References [<xref ref-type="bibr" rid="b88-catalysts-01-00018">88</xref>,<xref ref-type="bibr" rid="b89-catalysts-01-00018">89</xref>] and references therein. It has been demonstrated that N(B) triangle defect states of h-BN atomic layer with N(B) edge atoms have acceptor (donor) levels [<xref ref-type="bibr" rid="b89-catalysts-01-00018">89</xref>]. A cohesive energy calculation indicates that the h-BN atomic layer with N triangle defects is more or less stable, respectively, than that with B triangle defects when it is negatively or positively charged [<xref ref-type="bibr" rid="b89-catalysts-01-00018">89</xref>]. The relative stability of particular type of defects in h-BN often depends on the experimental conditions. Therefore, in the present work we study only the simplest types of single point defects, such as V<sub>B</sub> and V<sub>N</sub>.</p>
<p>Recently, it was demonstrated that h-BN monolayer binds to surfaces of many 3d, 4d, and 5d transition metals, forming the so-called nanomesh structure [<xref ref-type="bibr" rid="b90-catalysts-01-00018">90</xref>]. The interaction between the h-BN monolayer and transition metal support is mainly driven by mixing of N-<italic>p<sub>z</sub></italic> and B-<italic>p<sub>z</sub></italic> orbitals of h-BN monolayer with the <italic>d</italic><sub><italic>z</italic><sup>2</sup></sub> transition metal orbitals [<xref ref-type="bibr" rid="b91-catalysts-01-00018">91</xref>]. Similar effect is responsible for bonding of gold clusters to the h-BN surface. In the case of defect-free h-BN surface, both Au and Au<sub>2</sub> adsorb on top of the N atom. Our calculations confirm that Au and Au<sub>2</sub> interact weakly with the pristine h-BN surface. Thus, the calculated binding energies of Au and Au<sub>2</sub> on h-BN are <italic>E<sub>b</sub></italic>(Au/h-BN) = 0.25 eV and <italic>E<sub>b</sub></italic>(Au<sub>2</sub>/h-BN) = 0.77 eV, respectively. Here, the binding energy of Au and Au<sub>2</sub> to the h-BN surface is defined as
<disp-formula id="FD1">
<label>(1)</label>
<mml:math id="mm2" display="block">
<mml:semantics id="sm2">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi></mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>Au</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mtext>h</mml:mtext>
<mml:mo>−</mml:mo>
<mml:mtext>BN</mml:mtext></mml:mrow></mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">tot</mml:mtext></mml:mrow></mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>Au</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mn>2</mml:mn></mml:mrow></mml:msub>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">tot</mml:mtext></mml:mrow></mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>h</mml:mtext>
<mml:mo>−</mml:mo>
<mml:mtext>BN</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">tot</mml:mtext></mml:mrow></mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>Au</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mtext>h</mml:mtext>
<mml:mo>−</mml:mo>
<mml:mtext>BN</mml:mtext></mml:mrow></mml:mrow>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:semantics></mml:math></disp-formula>where <italic>E<sub>tot</sub></italic>(Au<sub>1,2</sub>/h-BN) denotes the total energy of the Au<sub>1,2</sub>/h-BN system, while <italic>E<sub>tot</sub></italic>(Au<sub>1,2</sub>) and <italic>E<sub>tot</sub></italic>(h-BN) are the total energies of the non-interacting Au or Au<sub>2</sub> and h-BN slab, respectively. We also found that there is a little charge transfer from the pristine h-BN surface to the adsorbed gold. According to the Bader analysis, the charges localized on the adsorbed Au and Au<sub>2</sub> are −0.08 e and −0.14 e, respectively, where e is an elementary charge.</p>
<p>However, the interaction of Au and Au<sub>2</sub> with the support becomes stronger when the h-BN surface contains V<sub>B</sub> or V<sub>N</sub> point defects. The strong adsorption on vacancy defects is accompanied by the large charge transfer to/from the gold particles. The calculated binding energies of Au and Au<sub>2</sub> to h-BN, V<sub>B</sub><sup>@</sup>h-BN and V<sub>N</sub><sup>@</sup>h-BN as well as Bader charges localized on the adsorbed gold are summarized in <xref ref-type="table" rid="t1-catalysts-01-00018">Table 1</xref>.</p>
<p>It is important to note that the charge of the adsorbed gold particles strongly depends on the type of vacancy defects, and can possess either negative or positive values. <xref ref-type="fig" rid="f2-catalysts-01-00018">Figures 2</xref> and <xref ref-type="fig" rid="f3-catalysts-01-00018">3</xref> present the electron density differences Δ<italic>ρ</italic>(<italic>r</italic>) in Au/V<sub>B</sub><sup>@</sup>h-BN and Au/V<sub>N</sub> <sup>@</sup>h-BN, respectively. Upper rows in <xref ref-type="fig" rid="f2-catalysts-01-00018">Figures 2</xref> and <xref ref-type="fig" rid="f3-catalysts-01-00018">3</xref> present the electron density differences Δ<italic>ρ</italic>(<italic>r</italic>) projected on the plane passing through the adsorbed Au atom; while lower rows demonstrate Δ<italic>ρ</italic>(<italic>r</italic>) projected on the plane passing through three atoms N (B) atoms in the vicinity the V<sub>B</sub> (V<sub>N</sub>) vacancy defect on the h-BN surface. Blue and violet regions are electron poor, whereas red and pink are electron rich. It is seen from <xref ref-type="fig" rid="f2-catalysts-01-00018">Figures 2</xref> and <xref ref-type="fig" rid="f3-catalysts-01-00018">3</xref> that V<sub>N</sub> donates electrons to the adsorbed Au and Au<sub>2</sub>; while V<sub>B</sub> acts as an electron acceptor. Hence, it is possible to modify considerably the cluster's electron donor-acceptor capacity and its catalytic properties via the support design. To demonstrate this effect and to study the specific role played by the defected h-BN support in formation of the catalytic properties of gold we perform systematic investigation of adsorption and activation of O<sub>2</sub> on Au/h-BN and Au<sub>2</sub>/h-BN systems.</p>
<p>Adsorption of molecular oxygen on free gold clusters has been intensively investigated; see, e.g., References [<xref ref-type="bibr" rid="b10-catalysts-01-00018">10</xref>,<xref ref-type="bibr" rid="b29-catalysts-01-00018">29</xref>–<xref ref-type="bibr" rid="b31-catalysts-01-00018">31</xref>] and references therein. It was found that O<sub>2</sub> readily adsorbs and becomes catalytically activated on small neutral gold clusters with an odd number of atoms as well as on gold cluster anions. Such an ability of small gold clusters to bind and activate molecular oxygen has been explained by the transfer of unpaired valence electron from the cluster to the oxygen anti-bonding 2<italic>π</italic>* orbital, see, e.g., References [<xref ref-type="bibr" rid="b10-catalysts-01-00018">10</xref>,<xref ref-type="bibr" rid="b29-catalysts-01-00018">29</xref>–<xref ref-type="bibr" rid="b31-catalysts-01-00018">31</xref>] and references therein. Our calculations demonstrate that O<sub>2</sub> adsorbs on the free Au and Au<sub>2</sub> with the binding energy of 0.49 eV and 0.48 eV, respectively. The O–O bond length enlarges from 1.24 Å (free O<sub>2</sub>) to 1.27 Å and 1.26 Å, upon O<sub>2</sub> adsorption on gold monomer and dimer, respectively. Slight increase in the O–O bond length of the adsorbed O<sub>2</sub> demonstrates its catalytic activation.</p>
<p>Can the defected h-BN support modify the catalytic properties of gold? Our calculations demonstrate that O<sub>2</sub> readily adsorbs on Au and Au<sub>2</sub> trapped by the defected h-BN surface. <xref ref-type="fig" rid="f4-catalysts-01-00018">Figure 4</xref> presents optimized geometries of O<sub>2</sub> adsorbed on the free and supported Au and Au<sub>2</sub>. It is seen from <xref ref-type="fig" rid="f4-catalysts-01-00018">Figure 4</xref> that oxygen molecule adsorbs on top of the Au atom trapped by the V<sub>B</sub><sup>@</sup>h-BN defect and bridges Au and B atoms in the case of adsorption on Au/V<sub>N</sub> <sup>@</sup>h-BN. In the case of the supported gold dimer, O<sub>2</sub> bridges two gold atoms on Au<sub>2</sub>/V<sub>B</sub><sup>@</sup>h-BN; while for the Au<sub>2</sub>/V<sub>N</sub> <sup>@</sup>h-BN system, O<sub>2</sub> bridges nearest to the surface Au atom, which is located on top of V<sub>N</sub> and B atom on the surface. Therefore an interface between the supported gold cluster and the h-BN surface might play an important role in oxidation reactions on the supported gold clusters.</p>
<p>Interaction of Au and Au<sub>2</sub> with the support results in additional activation of the adsorbed O<sub>2</sub> and weakening of the O–O bond. This effect is especially strong for V<sub>N</sub> vacancy defect, which acts as an electron donor for the supported Au and Au<sub>2</sub>. <xref ref-type="fig" rid="f4-catalysts-01-00018">Figure 4</xref> demonstrates that the O–O bond length in adsorbed O<sub>2</sub> is enlarged similar to superoxide and peroxide states (the O–O bond distances in O<sub>2</sub><sup>−</sup> and 
<inline-formula>
<mml:math id="mm3" display="inline">
<mml:semantics id="sm3">
<mml:mrow>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>−</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula> are 1.33 Å and 1.49 Å [<xref ref-type="bibr" rid="b92-catalysts-01-00018">92</xref>], respectively). The results of our calculations demonstrate that interaction of Au and Au<sub>2</sub> with the defected h-BN surface can lead to a dramatic change in the catalytic activity of gold.</p>
<p><xref ref-type="table" rid="t2-catalysts-01-00018">Table 2</xref> presents the binding energies of O<sub>2</sub>, <italic>E<sub>b</sub></italic>(O<sub>2</sub>), to the free and h-BN supported Au and Au<sub>2</sub>. Interaction of Au and Au<sub>2</sub> with the h-BN support results in the considerable change in oxygen binding. Thus, O<sub>2</sub> adsorbs on Au/V<sub>B</sub><sup>@</sup>h-BN and Au/V<sub>N</sub> <sup>@</sup>h-BN with binding energies of 0.90 eV and 1.10 eV, respectively. This is twice larger than the binding energy of O<sub>2</sub> to the free Au. The strong change in binding of O<sub>2</sub> to Au/V<sub>B</sub><sup>@</sup>h-BN and Au/V<sub>N</sub> <sup>@</sup>h-BN can be explained by the large charge transfer between the corresponding point defects and the trapped Au atom. It is interesting that binding of O<sub>2</sub> to Au<sub>2</sub>/V<sub>B</sub><sup>@</sup>h-BN center is weaker if compared with free Au<sub>2</sub>. However, adsorption of O<sub>2</sub> on Au<sub>2</sub>/V<sub>N</sub> <sup>@</sup>h-BN is highly promoted. In the latter case O<sub>2</sub> bridges one of the gold atoms and the nearest boron atom on the surface, with binding energy of 1.30 eV. Thus, the oxygen binding to the supported gold particles considerably depends on the number of gold atoms and the type of the support. Activation and reactivity of the adsorbed O<sub>2</sub> are strongly affected by the charge transfer from the gold hybridized 5d6s orbitals to the anti-bonding 2<italic>π</italic>* orbital of O<sub>2</sub>. In the case of O<sub>2</sub> adsorption on free Au, the Bader charge localized on O<sub>2</sub> is −0.19 e. The charge transfer from Au to O<sub>2</sub> is responsible for the catalytic activation of the adsorbed O<sub>2</sub> and weakening of the O−O bond. Interaction of Au with the defected h-BN support results in the drastic increase in charge transfer to the adsorbed O<sub>2</sub>. That means that the interaction of Au and Au<sub>2</sub> with the defected h-BN support considerably promotes the charge transfer from the gold to O<sub>2</sub>. Such an effect becomes very clear for O<sub>2</sub> adsorbed on the Au/V<sub>B</sub><sup>@</sup>h-BN center. As we have discussed above, the B vacancy acts as an electron acceptor. Thus, Au trapped by the V<sub>B</sub><sup>@</sup>h-BN defect possesses a positive charge. It is well known that free gold cluster cations are inert toward molecular oxygen. However, our calculations demonstrate that O<sub>2</sub> readily adsorbs and becomes highly activated on the positively charged Au/V<sub>B</sub><sup>@</sup>h-BN center. Interaction with the V<sub>B</sub><sup>@</sup>h-BN support promotes additional charge transfer (in comparison with O<sub>2</sub> adsorbed on free Au) from the gold to the adsorbed O<sub>2</sub>, even if the adsorbed Au has a positive charge. This effect is rather similar to that of promotion of oxygen activation by the small gold clusters with coadsorbed hydrogen [<xref ref-type="bibr" rid="b27-catalysts-01-00018">27</xref>] or ethylene [<xref ref-type="bibr" rid="b11-catalysts-01-00018">11</xref>] molecules. In the case of O<sub>2</sub> adsorption on the Au/V<sub>N</sub> <sup>@</sup>h-BN center, gold atom trapped by the N vacancy has a negative charge. That promotes charge transfer to the adsorbed O<sub>2</sub>. However, in contrast to the case of the Au/V<sub>B</sub><sup>@</sup>h-BN adsorption center, the additional charge transfer to the oxygen adsorbed on Au/V<sub>N</sub> <sup>@</sup>h-BN occurs mainly due to the charge transfer from the support.</p>
<p>It is seen from <xref ref-type="table" rid="t2-catalysts-01-00018">Table 2</xref> that adsorption of O<sub>2</sub> on Au<sub>2</sub>/V<sub>B</sub><sup>@</sup>h-BN is accompanied by the additional charge transfer from Au<sub>2</sub>, while the total charge transfer from the V<sub>B</sub><sup>@</sup>h-BN support to the Au<sub>2</sub> and O<sub>2</sub>–Au<sub>2</sub> adsorbates remains unchanged. Hence, interaction of Au<sub>2</sub> with the V<sub>B</sub><sup>@</sup>h-BN defect promotes charge transfer from the gold to the oxygen. However, in the case of O<sub>2</sub> adsorption on Au<sub>2</sub>/V<sub>N</sub> <sup>@</sup>h-BN center an additional charge transfer to O<sub>2</sub> occurs mainly due to the charge transfer from the V<sub>N</sub> <sup>@</sup>h-BN center, but not from the gold dimer. In both cases charge transfer to O<sub>2</sub> is accompanied by its strong activation.</p>
<p>Thus, we found that strong adsorption of Au and Au<sub>2</sub> on the surface defects is accompanied by the charge transfer to/from the adsorbate. The value and the sign of the charge accumulated on the adsorbate depend on the adsorption sites. Thus, V<sub>N</sub> donates electrons to the adsorbed Au and Au<sub>2</sub>; while V<sub>B</sub> acts as an electron acceptor. The excess of the positive or negative charge on the supported gold clusters can considerably promote their catalytic properties and enhance activation of the adsorbed O<sub>2</sub>.</p></sec>
<sec>
<label>3.2.</label>
<title>Adsorption and Dissociation of H<sub>2</sub> on Au<sub>n</sub>/TiO<sub>2</sub>(110). Interface Effects</title>
<p>Let us consider catalytic activity of gold clusters supported on the active surface of rutile TiO<sub>2</sub>(110). The TiO<sub>2</sub>(110) surface contains oxygen and titanium atoms with different coordination. The fivefold coordinated Ti atoms are undercoordinated relatively to the bulk sixfold coordinated Ti, as it is shown in <xref ref-type="fig" rid="f5-catalysts-01-00018">Figure 5</xref>. The O atoms raised above the plane of Ti atoms are twofold coordinated. These atoms are called bridge-site O. The oxygen atoms lying in the plane of Ti atoms are threefold coordinated. Relaxation of the TiO<sub>2</sub>(110) surface results in a surface rumpling, as it is shown in <xref ref-type="fig" rid="f5-catalysts-01-00018">Figure 5</xref>. The undercoordinated Ti and O atoms are moving inward by 0.10 Å, decreasing the distance with subsurface atoms. The sixfold coordinated Ti atoms and threefold coordinated O atoms are moving outward by 0.1 Å and 0.2 Å, respectively. The similar puckered structure of the rutile (110) surface has been reported in References [<xref ref-type="bibr" rid="b93-catalysts-01-00018">93</xref>,<xref ref-type="bibr" rid="b94-catalysts-01-00018">94</xref>].</p>
<p>Our calculations demonstrate that H<sub>2</sub> can be adsorbed on the pure, defect-free TiO<sub>2</sub>(110) surface, even in the absence of the gold particle. The most stable geometries calculated for the molecular and dissociative adsorption of H<sub>2</sub> on the pure rutile TiO<sub>2</sub>(110) surface are presented in <xref ref-type="fig" rid="f6-catalysts-01-00018">Figure 6</xref>. It is seen that H<sub>2</sub> preferably adsorbs on top of the Ti(5) atom with the binding energy of 0.14 eV. The H–H bond length of 0.78 Å is slightly increased in comparison with the free H<sub>2</sub>. The dissociative state of H<sub>2</sub> on TiO<sub>2</sub>(110) corresponds to the situation when both H atoms form the OH group with the low coordinated O(2) bridge atoms on the rutile surface. The binding energy of the dissociated configuration of H<sub>2</sub> is 1.50 eV; however, the distance between two rows of O(2) atoms on TiO<sub>2</sub>(110) is 6.50 Å, which is too large to promote dissociation of the H<sub>2</sub> adsorbed on top of Ti(5) atom. In this case H<sub>2</sub> would dissociate in the vicinity of the adsorption center as a first step, followed by adsorption of H atoms on O(2). This process requires to overcome a dissociation barrier of ∼4.3 eV which is much higher than the energy of the molecular adsorption. In this situation H<sub>2</sub> would desorb from the surface and fly away rather than dissociate. Therefore, to promote H<sub>2</sub> dissociation on TiO<sub>2</sub>(110), it is necessary to have adsorption centers on the rutile surface in the vicinity of low coordinated O(2) atoms. Supported gold clusters can serve as a source of such centers.</p>
<p>In the present work we consider adsorption of H<sub>2</sub> on the most stable isomers of free and supported gold clusters Au<italic><sub>n</sub></italic> consisting of <italic>n</italic> = 1, 2, 8 and 20 atoms. <xref ref-type="fig" rid="f7-catalysts-01-00018">Figure 7</xref> presents the optimized geometries of H<sub>2</sub>−Au<italic><sub>n</sub></italic> systems in the case of molecular and dissociative adsorption of H<sub>2</sub> on free Au<italic><sub>n</sub></italic> clusters. In order to obtain the most stable configuration of H<sub>2</sub> adsorbed on Au<italic><sub>n</sub></italic>, we have created a large number of starting geometries by adding H<sub>2</sub> molecule in different positions (up to 30) on the surface of the considered clusters. The starting structures have been optimized further without any geometric constraints. We have successfully used a similar approach to find the optimized geometries of O<sub>2</sub> and C<sub>2</sub>H<sub>4</sub> molecules adsorbed on small neutral, anionic and cationic gold clusters [<xref ref-type="bibr" rid="b10-catalysts-01-00018">10</xref>,<xref ref-type="bibr" rid="b11-catalysts-01-00018">11</xref>,<xref ref-type="bibr" rid="b37-catalysts-01-00018">37</xref>,<xref ref-type="bibr" rid="b95-catalysts-01-00018">95</xref>]. The binding energies for molecular, 
<inline-formula>
<mml:math id="mm4" display="inline">
<mml:semantics id="sm4">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, and dissociative, 
<inline-formula>
<mml:math id="mm5" display="inline">
<mml:semantics id="sm5">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">dis</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, adsorption of H<sub>2</sub> on free Au<italic><sub>n</sub></italic> as well as the H–H bond length 
<inline-formula>
<mml:math id="mm6" display="inline">
<mml:semantics id="sm6">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mo>−</mml:mo>
<mml:mi>H</mml:mi></mml:mrow>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula> in H<sub>2</sub> adsorbed molecularly are summarized in <xref ref-type="table" rid="t3-catalysts-01-00018">Table 3</xref>.</p>
<p>Results of our calculations demonstrate that H<sub>2</sub> binds weakly to Au as a molecule, with 
<inline-formula>
<mml:math id="mm7" display="inline">
<mml:semantics id="sm7">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup>
<mml:mo>=</mml:mo>
<mml:mn>0.13</mml:mn>
<mml:mspace width="0.2em"/>
<mml:mtext>eV</mml:mtext></mml:mrow></mml:semantics></mml:math></inline-formula>. Dissociation of H<sub>2</sub> on Au is not favorable energetically. The H–H bond length in H<sub>2</sub> adsorbed on Au is slightly enlarged in comparison with the free H<sub>2</sub>. Adsorption of H<sub>2</sub> on Au<sub>2</sub> is relatively strong, with the binding energy equal to 0.59 eV both for the molecular and the dissociative adsorption. <xref ref-type="table" rid="t3-catalysts-01-00018">Table 3</xref> demonstrates that the H–H bond length increases to 0.845 Å in H<sub>2</sub>–Au<sub>2</sub>, indicating that H<sub>2</sub> is highly activated. With the further increase in cluster size the binding energy calculated for molecular adsorption of H<sub>2</sub> decreases to 0.26 eV for Au<sub>8</sub> and 0.09 eV both for Au<sub>20</sub>. On the other hand, the dissociative adsorption of H<sub>2</sub> becomes energetically favorable both for Au<sub>8</sub> and Au<sub>20</sub>.</p>
<p>One of the factors that influence H<sub>2</sub> dissociation is coordination of Au atoms interacting with hydrogen and flexibility of cluster structure, as was discussed in [<xref ref-type="bibr" rid="b96-catalysts-01-00018">96</xref>]. It is seen from <xref ref-type="fig" rid="f7-catalysts-01-00018">Figure 7</xref> that H<sub>2</sub> dissociates at the low coordinated corner Au atom with formation of the slightly bent H–Au–H bond. Note, that the Au–Au bond length in Au<sub>2</sub> does not change noticeably upon molecular adsorption of H<sub>2</sub>; but increases up to 2.753 Å for dissociative adsorption. In the case of Au<sub>8</sub> and Au<sub>20</sub> dissociation of H<sub>2</sub> on the cluster surface is accompanied by the structural (at least local) transformations, although Au<sub>20</sub> demonstrates rather strong structural stability, due to the “magic” nature of this cluster.</p>
<p>How does the interaction with the support influence the reactivity of gold clusters? In the present work we perform a systematic theoretical study of the structure and energetics of H<sub>2</sub> adsorbed on Au<sub>1</sub>, Au<sub>2</sub>, Au<sub>8</sub> Au<sub>20</sub> clusters supported on the rutile TiO<sub>2</sub>(110) surface. The analysis of the energetics of H<sub>2</sub> adsorption on the supported gold clusters provides deep insights into the nature of bonding and dissociation of the H<sub>2</sub> molecule and reveals the details of the reaction mechanism. <xref ref-type="fig" rid="f8-catalysts-01-00018">Figure 8</xref> shows the most stable geometries of H<sub>2</sub> adsorbed on the supported gold clusters. The binding energies calculated for molecular, 
<inline-formula>
<mml:math id="mm8" display="inline">
<mml:semantics id="sm8">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, and dissociative, 
<inline-formula>
<mml:math id="mm9" display="inline">
<mml:semantics id="sm9">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">dis</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, adsorption of H<sub>2</sub> on Au<italic><sub>n</sub></italic>/TiO<sub>2</sub>, and the H–H bond length, 
<inline-formula>
<mml:math id="mm10" display="inline">
<mml:semantics id="sm10">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mtext>H</mml:mtext>
<mml:mo>−</mml:mo>
<mml:mtext>H</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, in the case of molecular adsorption of H<sub>2</sub> are summarized in <xref ref-type="table" rid="t4-catalysts-01-00018">Table 4</xref>.</p>
<p>It is seen from <xref ref-type="table" rid="t4-catalysts-01-00018">Table 4</xref> that H<sub>2</sub> adsorbs molecularly on Au/TiO<sub>2</sub> with a binding energy of 1.15 eV, which is considerably larger than the corresponding energy calculated for H<sub>2</sub> adsorbed on free Au atom. The adsorbed H<sub>2</sub> is highly activated, with the H–H bond length 
<inline-formula>
<mml:math id="mm11" display="inline">
<mml:semantics id="sm11">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mtext>H</mml:mtext>
<mml:mo>−</mml:mo>
<mml:mtext>H</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup>
<mml:mo>=</mml:mo>
<mml:mn>0.906</mml:mn>
<mml:mspace width="0.2em"/>
<mml:mover accent="true">
<mml:mtext>A</mml:mtext>
<mml:mo>˚</mml:mo></mml:mover></mml:mrow></mml:semantics></mml:math></inline-formula>. As a result of H<sub>2</sub> adsorption, the supported Au atom shifts slightly towards the row of the low coordinated O(2) bridge atoms. In the previous section we demonstrated that H<sub>2</sub> dissociation is not favorable on the free Au atom. However, in the case of the supported Au atom, dissociation of H<sub>2</sub> can occur with formation of the OH group with the O(2) atom located either in the nearest to Au row of O(2) or in the next row of O(2), as is shown in <xref ref-type="fig" rid="f8-catalysts-01-00018">Figure 8</xref>. In the latter case the calculated binding energy 
<inline-formula>
<mml:math id="mm12" display="inline">
<mml:semantics id="sm12">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">dis</mml:mtext></mml:mrow></mml:msubsup>
<mml:mo>=</mml:mo>
<mml:mn>2.06</mml:mn>
<mml:mspace width="0.2em"/>
<mml:mtext>eV</mml:mtext></mml:mrow></mml:semantics></mml:math></inline-formula> is higher, not only if compared with the binding energy for molecular adsorption of H<sub>2</sub> on Au/TiO<sub>2</sub>(110), but also if compared with the binding energy of the dissociated state of H<sub>2</sub> on the pure TiO<sub>2</sub>(110) surface. Thus, we can conclude, from the energetic point of view, that the TiO<sub>2</sub>(110) support considerably promotes H<sub>2</sub> dissociation on Au atom.</p>
<p>We found that molecular H<sub>2</sub> binds to the supported Au<sub>2</sub> in a similar way as for the free Au<sub>2</sub>. However, the binding energy calculated for the molecular adsorption of H<sub>2</sub> on Au<sub>2</sub>/TiO<sub>2</sub> is lower than the corresponding energy obtained for free Au<sub>2</sub>. The dissociated hydrogen atom can migrate to the row of O(3) atoms, or to the row of O(2) bridge atoms on the rutile surface, forming OH bonds. The interaction of Au<sub>2</sub> with the support results in the energetic promotion of H<sub>2</sub> dissociation on the supported Au<sub>2</sub>.</p>
<p>The optimized geometries of H<sub>2</sub> in the case of its molecular adsorption on the supported Au<sub>8</sub> cluster similar to those obtained for the corresponding free Au<sub>8</sub>. However, the dissociative adsorption of H<sub>2</sub> on Au<sub>8</sub> results in the considerable rearrangement of the cluster structure. The dissociative configuration of H<sub>2</sub> on the supported Au<sub>8</sub> is promoted energetically. Migration of H on the low coordinated O(2) atom results in formation of the OH bond and considerable increase in binding energies calculated for H<sub>2</sub> adsorbed dissociatively.</p>
<p>The Au<sub>20</sub> clusters supported on TiO<sub>2</sub>(110) are the largest systems studied in the present work. It was shown above that the hydrogen molecule binds weakly to the free Au<sub>20</sub> clusters. We have found that, in the case of the supported Au<sub>20</sub>, the hydrogen molecule adsorbs on top of the Ti(5) atoms on the rutile surface in the vicinity of Au<sub>20</sub>, rather than directly on the Au<sub>20</sub> clusters. After H<sub>2</sub> dissociation in the vicinity of Au<sub>20</sub>/TiO<sub>2</sub> one of the H atoms binds to the edge of Au<sub>20</sub> that are oriented perpendicularly to the rows of O(2) surface atoms, while another H forms the OH bond with the O(2) atom on the rutile surface. However, this configuration is not stable in comparison with the situation when both of H atoms form OH surface group. Therefore, H atom on the edge of the supported Au<sub>20</sub> cluster will further migrate towards the low coordinated O(2) atoms on the rutile surface.</p>
<p>Our calculations demonstrate that combination (interplay) of several factors such as geometric structure, presence of the low coordinated oxygen atoms in the vicinity of the cluster-surface interface, <italic>etc.</italic>, are important for H<sub>2</sub> dissociation. What is the role of the charge transfer from the gold cluster to hydrogen in H<sub>2</sub> dissociation? As it was discussed in previous section, the charge transfer from the gold to the antibonding orbital of O<sub>2</sub> is responsible for the catalytic activation of O<sub>2</sub>. However, in the case of H<sub>2</sub> dissociation the analysis of the Bader charges [<xref ref-type="bibr" rid="b79-catalysts-01-00018">79</xref>,<xref ref-type="bibr" rid="b80-catalysts-01-00018">80</xref>] demonstrate that there is no considerable charge transfer between the adsorbed hydrogen and the gold clusters (free or supported). Thus, the largest charge transfer occurs for H<sub>2</sub> adsorbed molecularly on Au/TiO<sub>2</sub>. In this case the calculated Bader charge localized on H<sub>2</sub> is +0.11 e, where e is the elementary charge. Although such a charge transfer is relatively small, it might be responsible for the strong enlargement of the H–H bond length in H<sub>2</sub>–Au/TiO<sub>2</sub> up to 0.906 Å. In most cases of molecular adsorption of hydrogen, the adsorbed molecule possesses some small positive charge. However, after dissociation, the hydrogen atoms can get an excess of negative charge. Depending on the geometric configuration, either both of the hydrogen atoms possess some small negative charge, or one H is charged negatively, while another H is charged positively. Thus, for example the H–H bond cleavage on the unsupported Au<sub>2</sub> can be considered as heterolytic—one H possesses negative charge of −0.11 e, while another H possesses very small positive charge of +0.01 e. In this case the gold dimer becomes positively charged upon H<sub>2</sub> dissociation with the net charge of +0.1 e. On the other hand, formation of the OH group with the bridge O(2) atom on the rutile surface is accompanied by the large charge transfer from H atom to O(2), resulting in a Bader net charge of H in OH equal to +0.75 e. Another H on Au cluster remains negatively charged. Note that formation of the hydrogen anions on the gold surface can influence probability of further hydrogenation reactions catalyzed by the supported gold clusters.</p>
<p>We can conclude that the catalytic activity of gold nanoparticles for O<sub>2</sub> dissociation would depend on the electronic structure and the size of the nanoparticles; however in the case of H<sub>2</sub> dissociation it will be proportional to the number of gold atoms located in the vicinity of the low coordinated O(2) atoms at the nanoparticle-surface interface.</p></sec></sec>
<sec sec-type="conclusions">
<label>4.</label>
<title>Conclusions</title>
<p>The present theoretical study demonstrates the support effects are very important in the gold nanocatalysis. Even “inert” h-BN support, if it contains vacancy defects, can promote the catalytic properties of gold clusters in oxidation reaction by O<sub>2</sub>. It is demonstrated that Au and Au<sub>2</sub> interact weakly with the regular defect-free h-BN surface; however they can be trapped effectively by N or B vacancy defects in h-BN. Strong adsorption on the surface defects is accompanied by the charge transfer to/from the adsorbate. The value and the sign of the charge accumulated on the adsorbate depend on the adsorption sites. Thus, V<sub>N</sub> donates electrons to the adsorbed Au and Au<sub>2</sub>, while V<sub>B</sub> acts as an electron acceptor. The excess of the positive or negative charge on the supported gold clusters can considerably promote their catalytic properties and enhance activation of the adsorbed O<sub>2</sub>. Our finding leads to a very important conclusion that gold clusters supported on the defected h-BN surface can not be considered as pseudo-free clusters. The support effects have to be taken into account.</p>
<p>We also demonstrate that the “active” rutile TiO<sub>2</sub>(110) support energetically promotes H<sub>2</sub> dissociation on gold clusters. For this reaction the conventional charge transfer mechanism does not play an important role. However, adsorption of H<sub>2</sub> on Au<italic><sub>n</sub></italic> and Au<italic><sub>n</sub></italic>/TiO<sub>2</sub>(110) (<italic>n</italic> = 1, 2, 8, 20) strongly depends on cluster size, geometric structure, flexibility and interaction with the support material. We demonstrate that the formation of the OH group near the supported gold cluster is an important condition for H<sub>2</sub> dissociation. We have shown that the active sites towards H<sub>2</sub> dissociation on the supported Au<italic><sub>n</sub></italic> are located at corners and edges of the gold cluster in the vicinity of the low coordinated oxygen atoms on TiO<sub>2</sub>(110). Therefore catalytic activity of a gold nanoparticle supported on the rutile TiO<sub>2</sub>(110) surface is proportional to the length of the perimeter interface between the nanoparticle and the support, in accordance with the recent experimental findings [<xref ref-type="bibr" rid="b38-catalysts-01-00018">38</xref>].</p></sec></body>
<back>
<sec sec-type="display-objects">
<title>Figures and Tables</title>
<fig id="f1-catalysts-01-00018" position="float">
<label>Figure 1.</label>
<caption>
<p>h-BN surface models: (<bold>a</bold>) side view of the two-layer h-BN p (7 × 7) slab; (<bold>b</bold>) schematic presentation of the defect-free h-BN surface and h-BN surface with boron (V<sub>B</sub>) and nitrogen (V<sub>N</sub>) vacancy defects (only part of the top layer is shown).</p></caption>
<graphic xlink:href="catalysts-01-00018f1.gif"/></fig>
<fig id="f2-catalysts-01-00018" position="float">
<label>Figure 2.</label>
<caption>
<p>The electron density difference in Au/V<sub>B</sub><sup>@</sup>h-BN induced by the interaction of Au with the boron vacancy V<sub>B</sub><sup>@</sup>h-BN, <italic>i.e.</italic>, <italic>ρ</italic>(Au/V<sub>B</sub><sup>@</sup>h-BN) − <italic>ρ</italic>(Au) − <italic>ρ</italic>(V<sub>B</sub><sup>@</sup>h-BN) and projected on the planes parallel to the h-BN surface. Plane passing through the adsorbed Au atom (upper row); plane passing through three N atoms nearby the boron vacancy V<sub>B</sub> (lower row). Blue and violet regions correspond to the electron loss, whereas red and pink regions correspond to the excess of the electron charge.</p></caption>
<graphic xlink:href="catalysts-01-00018f2.gif"/></fig>
<fig id="f3-catalysts-01-00018" position="float">
<label>Figure 3.</label>
<caption>
<p>The same as in <xref ref-type="fig" rid="f2-catalysts-01-00018">Figure 2</xref>, but for Au/V<sub>N</sub> <sup>@</sup>h-BN.</p></caption>
<graphic xlink:href="catalysts-01-00018f3.gif"/></fig>
<fig id="f4-catalysts-01-00018" position="float">
<label>Figure 4.</label>
<caption>
<p>Optimized geometries of O<sub>2</sub> adsorbed on the free and supported Au and Au<sub>2</sub>. The interatomic distances are given in Angstroms. Only part of the h-BN slab is shown.</p></caption>
<graphic xlink:href="catalysts-01-00018f4.gif"/></fig>
<fig id="f5-catalysts-01-00018" position="float">
<label>Figure 5.</label>
<caption>
<p>Side view of the TiO<sub>2</sub>(110) p (2 × 5) slab. The bridge-site twofold coordinated O(2) atom, threefold coordinated O(3) atom, five- and six-fold coordinated Ti(5) and Ti(6) atoms are marked, respectively. Relaxation of the TiO<sub>2</sub>(110) surface results in a surface rumpling.</p></caption>
<graphic xlink:href="catalysts-01-00018f5.gif"/></fig>
<fig id="f6-catalysts-01-00018" position="float">
<label>Figure 6.</label>
<caption>
<p>Optimized geometries for molecular (left) and dissociative (right) adsorption of H<sub>2</sub> on the pure rutile TiO<sub>2</sub>(110) surface.</p></caption>
<graphic xlink:href="catalysts-01-00018f6.gif"/></fig>
<fig id="f7-catalysts-01-00018" position="float">
<label>Figure 7.</label>
<caption>
<p>Optimized geometries of H<sub>2</sub>–Au<italic><sub>n</sub></italic> clusters in the case of molecular (left) and dissociative (right) adsorption of H<sub>2</sub>.</p></caption>
<graphic xlink:href="catalysts-01-00018f7.gif"/></fig>
<fig id="f8-catalysts-01-00018" position="float">
<label>Figure 8.</label>
<caption>
<p>The most stable geometries of H<sub>2</sub> adsorbed on Au<italic><sub>n</sub></italic>/TiO<sub>2</sub> clusters in the case of molecular (left) and dissociative (right) adsorption of H<sub>2</sub>.</p></caption>
<graphic xlink:href="catalysts-01-00018f8.gif"/></fig>
<table-wrap id="t1-catalysts-01-00018" position="float">
<label>Table 1.</label>
<caption>
<p>Binding energies of Au and Au<sub>2</sub> to the support, and the Bader charges localized on the supported Au and Au<sub>2</sub>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top"><bold>Surface</bold></th>
<th align="center" valign="top"><bold><italic>E<sub>b</sub></italic>(<italic>Au</italic>) (eV)</bold></th>
<th align="center" valign="top"><bold><italic>Q<sub>Au</sub></italic>(|<italic>e</italic>|)</bold></th>
<th align="center" valign="top"><bold><italic>E<sub>b</sub></italic>(<italic>Au</italic><sub>2</sub>) (eV)</bold></th>
<th align="center" valign="top"><bold><italic>Q</italic><sub><italic>Au</italic><sub>2</sub></sub> (|<italic>e</italic>|)</bold></th></tr></thead>
<tbody>
<tr>
<td align="left" valign="top">h-BN</td>
<td align="center" valign="top">0.25</td>
<td align="center" valign="top">−0.08</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">−0.14</td></tr>
<tr>
<td align="left" valign="top">V<sub>B</sub><sup>@</sup>h-BN</td>
<td align="center" valign="top">3.72</td>
<td align="center" valign="top">0.70</td>
<td align="center" valign="top">3.24</td>
<td align="center" valign="top">0.57</td></tr>
<tr>
<td align="left" valign="top">V<sub>N</sub> <sup>@</sup>h-BN</td>
<td align="center" valign="top">3.48</td>
<td align="center" valign="top">−0.39</td>
<td align="center" valign="top">3.07</td>
<td align="center" valign="top">−0.59</td></tr></tbody></table></table-wrap>
<table-wrap id="t2-catalysts-01-00018" position="float">
<label>Table 2.</label>
<caption>
<p>Binding energies of O<sub>2</sub> to free and supported Au and Au<sub>2</sub>; the O–O bond length, <italic>d</italic><sub>O–O</sub>, and the Bader charges localized on Au<sub>1,2</sub>, O<sub>2</sub> and O<sub>2</sub>-Au<sub>1,2</sub> calculated for free and supported Au and Au<sub>2</sub> with the adsorbed O<sub>2</sub>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top"><bold>Surface</bold></th>
<th align="center" valign="top"><bold><italic>E<sub>b</sub></italic>(O<sub>2</sub>)(eV)</bold></th>
<th align="center" valign="top"><bold><italic>d<sub>O−O</sub></italic> (Å)</bold></th>
<th align="center" valign="top"><bold><italic>Q</italic><sub><italic>Au</italic><sub>1,2</sub></sub> (|<italic>e</italic>|)</bold></th>
<th align="center" valign="top"><bold><italic>Q</italic><sub>O<sub>2</sub></sub> (|<italic>e</italic>|)</bold></th>
<th align="center" valign="top"><bold><italic>Q</italic><sub><italic>O</italic><sub>2</sub></sub><sub>–<italic>Au</italic><sub>1,2</sub></sub> (|<italic>e</italic>|)</bold></th></tr></thead>
<tbody>
<tr>
<td align="left" valign="top">Au</td>
<td align="center" valign="top">0.49</td>
<td align="center" valign="top">1.27</td>
<td align="center" valign="top">0.19</td>
<td align="center" valign="top">−0.19</td>
<td align="center" valign="top">0.00</td></tr>
<tr>
<td align="left" valign="top">Au/V<sub>B</sub><sup>@</sup>h-BN</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">1.31</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">−0.33</td>
<td align="center" valign="top">0.66</td></tr>
<tr>
<td align="left" valign="top">Au/V<sub>N</sub><sup>@</sup>h-BN</td>
<td align="center" valign="top">1.10</td>
<td align="center" valign="top">1.44</td>
<td align="center" valign="top">−0.10</td>
<td align="center" valign="top">−1.31</td>
<td align="center" valign="top">−1.41</td></tr>
<tr>
<td align="left" valign="top">Au<sub>2</sub></td>
<td align="center" valign="top">0.48</td>
<td align="center" valign="top">1.26</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">−0.15</td>
<td align="center" valign="top">0.00</td></tr></tbody></table></table-wrap>
<table-wrap id="t3-catalysts-01-00018" position="float">
<label>Table 3.</label>
<caption>
<p>Binding energies for molecular, 
<inline-formula>
<mml:math id="mm13" display="inline">
<mml:semantics id="sm13">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, and dissociative, 
<inline-formula>
<mml:math id="mm14" display="inline">
<mml:semantics id="sm14">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">dis</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, adsorption of H<sub>2</sub> on the most stable free Au<italic><sub>n</sub></italic> clusters and the H–H bond length, 
<inline-formula>
<mml:math id="mm15" display="inline">
<mml:semantics id="sm15">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mtext>H</mml:mtext>
<mml:mo>−</mml:mo>
<mml:mtext>H</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, in the case of molecular adsorption of H<sub>2</sub>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top"><bold>Cluster</bold></th>
<th align="center" valign="top"><bold>
<mml:math id="mm16" display="inline">
<mml:semantics id="sm16">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mtext>H</mml:mtext>
<mml:mo>–</mml:mo>
<mml:mtext>H</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mtext mathvariant="bold-italic">mol</mml:mtext></mml:mrow></mml:msubsup>
<mml:mspace width="0.2em"/>
<mml:mo stretchy="false">(</mml:mo>
<mml:mover accent="true">
<mml:mtext>A</mml:mtext>
<mml:mo>˚</mml:mo></mml:mover>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:semantics></mml:math></bold></th>
<th align="center" valign="top"><bold>
<mml:math id="mm17" display="inline">
<mml:semantics id="sm17">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="bold-italic">mol</mml:mtext></mml:mrow></mml:msubsup>
<mml:mspace width="0.2em"/>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>eV</mml:mtext>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:semantics></mml:math></bold></th>
<th align="center" valign="top"><bold>
<mml:math id="mm18" display="inline">
<mml:semantics id="sm18">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="bold-italic">dis</mml:mtext></mml:mrow></mml:msubsup>
<mml:mspace width="0.2em"/>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>eV</mml:mtext>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:semantics></mml:math></bold></th></tr></thead>
<tbody>
<tr>
<td align="left" valign="top">Au</td>
<td align="center" valign="top">0.780</td>
<td align="center" valign="top">0.13</td>
<td align="center" valign="top">0.04</td></tr>
<tr>
<td align="left" valign="top">Au<sub>2</sub></td>
<td align="center" valign="top">0.845</td>
<td align="center" valign="top">0.59</td>
<td align="center" valign="top">0.59</td></tr>
<tr>
<td align="left" valign="top">Au<sub>8</sub></td>
<td align="center" valign="top">0.806</td>
<td align="center" valign="top">0.26</td>
<td align="center" valign="top">0.68</td></tr>
<tr>
<td align="left" valign="top">Au<sub>20</sub></td>
<td align="center" valign="top">0.768</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">0.14</td></tr></tbody></table></table-wrap>
<table-wrap id="t4-catalysts-01-00018" position="float">
<label>Table 4.</label>
<caption>
<p>Binding energy calculated for molecular, 
<inline-formula>
<mml:math id="mm19" display="inline">
<mml:semantics id="sm19">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, and dissociative, 
<inline-formula>
<mml:math id="mm20" display="inline">
<mml:semantics id="sm20">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="italic">dis</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, adsorption of H<sub>2</sub> on Au<italic><sub>n</sub></italic>/TiO<sub>2</sub>, and the H−H bond length, 
<inline-formula>
<mml:math id="mm21" display="inline">
<mml:semantics id="sm21">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mtext>H</mml:mtext>
<mml:mo>−</mml:mo>
<mml:mtext>H</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mtext mathvariant="italic">mol</mml:mtext></mml:mrow></mml:msubsup></mml:mrow></mml:semantics></mml:math></inline-formula>, in the case of molecular adsorption of H<sub>2</sub>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top"><bold>Cluster</bold></th>
<th align="center" valign="top"><bold>
<mml:math id="mm22" display="inline">
<mml:semantics id="sm22">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mtext>H</mml:mtext>
<mml:mo>–</mml:mo>
<mml:mtext>H</mml:mtext></mml:mrow>
<mml:mrow>
<mml:mtext mathvariant="bold-italic">mol</mml:mtext></mml:mrow></mml:msubsup>
<mml:mspace width="0.2em"/>
<mml:mo stretchy="false">(</mml:mo>
<mml:mover accent="true">
<mml:mtext>A</mml:mtext>
<mml:mo>˚</mml:mo></mml:mover>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:semantics></mml:math></bold></th>
<th align="center" valign="top"><bold>
<mml:math id="mm23" display="inline">
<mml:semantics id="sm23">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="bold-italic">mol</mml:mtext></mml:mrow></mml:msubsup>
<mml:mspace width="0.2em"/>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>eV</mml:mtext>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:semantics></mml:math></bold></th>
<th align="center" valign="top"><bold>
<mml:math id="mm24" display="inline">
<mml:semantics id="sm24">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>b</mml:mi>
<mml:mrow>
<mml:mtext mathvariant="bold-italic">dis</mml:mtext></mml:mrow></mml:msubsup>
<mml:mspace width="0.2em"/>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>eV</mml:mtext>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:semantics></mml:math></bold></th></tr></thead>
<tbody>
<tr>
<td align="left" valign="top">Au/TiO<sub>2</sub></td>
<td align="center" valign="top">0.906</td>
<td align="center" valign="top">1.15</td>
<td align="center" valign="top">2.06</td></tr>
<tr>
<td align="left" valign="top">Au<sub>2</sub>/TiO<sub>2</sub></td>
<td align="center" valign="top">0.821</td>
<td align="center" valign="top">0.37</td>
<td align="center" valign="top">1.55</td></tr>
<tr>
<td align="left" valign="top">Au<sub>8</sub>/TiO<sub>2</sub></td>
<td align="center" valign="top">0.792</td>
<td align="center" valign="top">0.24</td>
<td align="center" valign="top">1.55</td></tr>
<tr>
<td align="left" valign="top">Au<sub>20</sub>/TiO<sub>2</sub></td>
<td align="center" valign="top">0.795</td>
<td align="center" valign="top">0.17</td>
<td align="center" valign="top">0.83</td></tr></tbody></table></table-wrap></sec>
<ack>
<p>This work was supported by the Global COE Program (Project No. B01: Catalysis as the Basis for Innovation in Materials Science) from the Ministry of Education, Culture, Sports, Science and Technology, Japan; the Grant-in-Aid for the Project on Strategic Utilization of Elements; the JSPS Grant-in-Aid for Scientific Research C; and the Collaborative Research Program 2011, Information Initiative Center, Hokkaido University, Sapporo, Japan. The computations were partly performed using the Research Center for Computational Science, Okazaki, Japan.</p></ack>
<ref-list>
<title>References</title>
<ref id="b1-catalysts-01-00018"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haruta</surname><given-names>M.</given-names></name><name><surname>Kobayashi</surname><given-names>T.</given-names></name><name><surname>Sano</surname><given-names>H.</given-names></name><name><surname>Yamada</surname><given-names>N.</given-names></name></person-group><article-title>Novel gold catalysts for the oxidation of carbon monoxide at a temperature far below 0 °C</article-title><source>Chem. Lett.</source><year>1987</year><volume>16</volume><fpage>405</fpage><lpage>408</lpage></citation></ref>
<ref id="b2-catalysts-01-00018"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haruta</surname><given-names>M.</given-names></name></person-group><article-title>When gold is not noble: Catalysis by nanoparticles</article-title><source>Chem. Rec.</source><year>2003</year><volume>3</volume><fpage>75</fpage><lpage>87</lpage><pub-id pub-id-type="doi">10.1002/tcr.10053</pub-id><pub-id pub-id-type="pmid">12731078</pub-id></citation></ref>
<ref id="b3-catalysts-01-00018"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thompson</surname><given-names>D.T.</given-names></name></person-group><article-title>Using gold nanoparticles for catalysis</article-title><source>Nanotoday</source><year>2007</year><volume>2</volume><fpage>40</fpage><lpage>43</lpage></citation></ref>
<ref id="b4-catalysts-01-00018"><label>4.</label><citation citation-type="book"><source>Nanocatalysis</source><person-group person-group-type="editor"><name><surname>Heiz</surname><given-names>U.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><publisher-name>Springer</publisher-name><publisher-loc>Berlin, Heidelberg, Germany</publisher-loc><year>2007</year></citation></ref>
<ref id="b5-catalysts-01-00018"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haruta</surname><given-names>M.</given-names></name></person-group><article-title>Size- and support-dependency in the catalysis of gold</article-title><source>Catal. Today</source><year>1997</year><volume>36</volume><fpage>153</fpage><lpage>166</lpage><pub-id pub-id-type="doi">10.1016/S0920-5861(96)00208-8</pub-id></citation></ref>
<ref id="b6-catalysts-01-00018"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Turner</surname><given-names>M.</given-names></name><name><surname>Golovko</surname><given-names>V.B.</given-names></name><name><surname>Vaughan</surname><given-names>O.P.H.</given-names></name><name><surname>Abdulkin</surname><given-names>P.</given-names></name><name><surname>Berenguer-Murcia</surname><given-names>A.</given-names></name><name><surname>Tikhov</surname><given-names>M.S.</given-names></name><name><surname>Johnson</surname><given-names>B.F.G.</given-names></name><name><surname>Lambert</surname><given-names>R.M.</given-names></name></person-group><article-title>Selective oxidation with dioxygen by gold nanoparticle catalysts derived from 55-atom clusters</article-title><source>Nature</source><year>2008</year><volume>454</volume><fpage>981</fpage><lpage>984</lpage><pub-id pub-id-type="doi">10.1038/nature07194</pub-id><pub-id pub-id-type="pmid">18719586</pub-id></citation></ref>
<ref id="b7-catalysts-01-00018"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hughes</surname><given-names>M.D.</given-names></name><name><surname>Xu</surname><given-names>Y.J.</given-names></name><name><surname>Jenkins</surname><given-names>P.</given-names></name><name><surname>McMorn</surname><given-names>P.</given-names></name><name><surname>Landon</surname><given-names>P.</given-names></name><name><surname>Enache</surname><given-names>D.I.</given-names></name><name><surname>Carley</surname><given-names>A.F.</given-names></name><name><surname>Attard</surname><given-names>G.A.</given-names></name><name><surname>Hutchings</surname><given-names>G.J.</given-names></name><name><surname>King</surname><given-names>F.</given-names></name><name><surname>Stitt</surname><given-names>E.H.</given-names></name><name><surname>Johnston</surname><given-names>P.</given-names></name><name><surname>Griffin</surname><given-names>K.</given-names></name><name><surname>Kiely</surname><given-names>C.J.</given-names></name></person-group><article-title>Tunable gold catalysts for selective hydrocarbon oxidation under mild conditions</article-title><source>Nature</source><year>2005</year><volume>437</volume><fpage>1132</fpage><lpage>1135</lpage><pub-id pub-id-type="doi">10.1038/nature04190</pub-id><pub-id pub-id-type="pmid">16237439</pub-id></citation></ref>
<ref id="b8-catalysts-01-00018"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tsunoyama</surname><given-names>H.</given-names></name><name><surname>Sakurai</surname><given-names>H.</given-names></name><name><surname>Negishi</surname><given-names>Y.</given-names></name><name><surname>Tsukuda</surname><given-names>T.</given-names></name></person-group><article-title>Size-specific catalytic activity of polymer-stabilized gold nanoclusters for aerobic alcohol oxidation in water</article-title><source>J. Am. Chem. Soc.</source><year>2005</year><volume>127</volume><fpage>9374</fpage><lpage>9375</lpage><pub-id pub-id-type="doi">10.1021/ja052161e</pub-id><pub-id pub-id-type="pmid">15984857</pub-id></citation></ref>
<ref id="b9-catalysts-01-00018"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Landon</surname><given-names>P.</given-names></name><name><surname>Collier</surname><given-names>P.J.</given-names></name><name><surname>Papworth</surname><given-names>A.J.</given-names></name><name><surname>Kiely</surname><given-names>C.J.</given-names></name><name><surname>Hutchings</surname><given-names>G.</given-names></name></person-group><article-title>Direct formation of hydrogen peroxide from H<sub>2</sub>/O<sub>2</sub> using a gold catalyst</article-title><source>Chem. Commun.</source><year>2002</year><fpage>2058</fpage><lpage>2059</lpage><pub-id pub-id-type="doi">10.1039/B205248M</pub-id></citation></ref>
<ref id="b10-catalysts-01-00018"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyalin</surname><given-names>A.</given-names></name><name><surname>Taketsugu</surname><given-names>T.</given-names></name></person-group><article-title>Cooperative adsorption of O<sub>2</sub> and C<sub>2</sub>H<sub>4</sub> on small gold clusters</article-title><source>J. Phys. Chem. C</source><year>2009</year><volume>113</volume><fpage>12930</fpage><lpage>12934</lpage><pub-id pub-id-type="doi">10.1021/jp903423j</pub-id></citation></ref>
<ref id="b11-catalysts-01-00018"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyalin</surname><given-names>A.</given-names></name><name><surname>Taketsugu</surname><given-names>T.</given-names></name></person-group><article-title>Reactant-promoted oxygen dissociation on gold clusters</article-title><source>J. Phys. Chem. Lett.</source><year>2010</year><volume>1</volume><fpage>1752</fpage><lpage>1757</lpage><pub-id pub-id-type="doi">10.1021/jz100503j</pub-id></citation></ref>
<ref id="b12-catalysts-01-00018"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jia</surname><given-names>J.</given-names></name><name><surname>Haraki</surname><given-names>K.</given-names></name><name><surname>Kondo</surname><given-names>J.N.</given-names></name><name><surname>Domen</surname><given-names>K.</given-names></name><name><surname>Tamaru</surname><given-names>K.</given-names></name></person-group><article-title>Selective hydrogenation of acetylene over Au/Al<sub>2</sub>O<sub>3</sub> catalyst</article-title><source>J. Phys. Chem. B</source><year>2000</year><volume>104</volume><fpage>11153</fpage><lpage>11156</lpage><pub-id pub-id-type="doi">10.1021/jp001213d</pub-id></citation></ref>
<ref id="b13-catalysts-01-00018"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choudhary</surname><given-names>T.V.</given-names></name><name><surname>Sivadinarayana</surname><given-names>C.</given-names></name><name><surname>Datye</surname><given-names>A.K.</given-names></name><name><surname>Kumar</surname><given-names>D.</given-names></name><name><surname>Goodman</surname><given-names>D.W.</given-names></name></person-group><article-title>Acetylene hydrogenation on Au-based catalysts</article-title><source>Catal. Lett.</source><year>2003</year><volume>86</volume><fpage>1</fpage><lpage>8</lpage><pub-id pub-id-type="doi">10.1023/A:1022694505504</pub-id></citation></ref>
<ref id="b14-catalysts-01-00018"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bailie</surname><given-names>J.E.</given-names></name><name><surname>Hutchings</surname><given-names>G.J.</given-names></name></person-group><article-title>Promotion by sulfur of gold catalysts for crotyl alcohol formation from crotonaldehyde hydrogenation</article-title><source>Chem. Commun.</source><year>1999</year><fpage>2151</fpage><lpage>2152</lpage><pub-id pub-id-type="doi">10.1039/A906538E</pub-id></citation></ref>
<ref id="b15-catalysts-01-00018"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schimpf</surname><given-names>S.</given-names></name><name><surname>Martin Lucas</surname><given-names>M.</given-names></name><name><surname>Mohra</surname><given-names>C.</given-names></name><name><surname>Rodemerck</surname><given-names>U.</given-names></name><name><surname>Brückner</surname><given-names>A.</given-names></name><name><surname>Radnik</surname><given-names>J.</given-names></name><name><surname>Hofmeister</surname><given-names>H.</given-names></name><name><surname>Claus</surname><given-names>P.</given-names></name></person-group><article-title>Supported gold nanoparticles: In-depth catalyst characterization and application in hydrogenation and oxidation reactions</article-title><source>Catal. Today</source><year>2002</year><volume>72</volume><fpage>63</fpage><lpage>78</lpage><pub-id pub-id-type="doi">10.1016/S0920-5861(01)00479-5</pub-id></citation></ref>
<ref id="b16-catalysts-01-00018"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Okumura</surname><given-names>M.</given-names></name><name><surname>Akita</surname><given-names>T.</given-names></name><name><surname>Haruta</surname><given-names>M.</given-names></name></person-group><article-title>Hydrogenation of 1,3-butadiene and of crotonaldehyde over highly dispersed au catalysts</article-title><source>Catal. Today</source><year>2002</year><volume>74</volume><fpage>265</fpage><lpage>269</lpage><pub-id pub-id-type="doi">10.1016/S0920-5861(02)00034-2</pub-id></citation></ref>
<ref id="b17-catalysts-01-00018"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mohr</surname><given-names>C.</given-names></name><name><surname>Hofmeister</surname><given-names>H.</given-names></name><name><surname>Radnik</surname><given-names>J.</given-names></name><name><surname>Claus</surname><given-names>P.</given-names></name></person-group><article-title>Identification of active sites in gold-catalyzed hydrogenation of acrolein</article-title><source>J. Am. Chem. Soc.</source><year>2003</year><volume>125</volume><fpage>1905</fpage><lpage>1911</lpage><pub-id pub-id-type="doi">10.1021/ja027321q</pub-id><pub-id pub-id-type="pmid">12580618</pub-id></citation></ref>
<ref id="b18-catalysts-01-00018"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zanella</surname><given-names>R.</given-names></name><name><surname>Louis</surname><given-names>C.</given-names></name><name><surname>Giorgio</surname><given-names>S.</given-names></name><name><surname>Touroude</surname><given-names>R.</given-names></name></person-group><article-title>Crotonaldehyde hydrogenation by gold supported on TiO<sub>2</sub>: Structure sensitivity and mechanism</article-title><source>J. Catal.</source><year>2004</year><volume>223</volume><fpage>328</fpage><lpage>339</lpage><pub-id pub-id-type="doi">10.1016/j.jcat.2004.01.033</pub-id></citation></ref>
<ref id="b19-catalysts-01-00018"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Claus</surname><given-names>P.</given-names></name></person-group><article-title>Heterogeneously catalysed hydrogenation using gold catalysts</article-title><source>Appl. Catal. A Gen.</source><year>2005</year><volume>291</volume><fpage>222</fpage><lpage>229</lpage><pub-id pub-id-type="doi">10.1016/j.apcata.2004.12.048</pub-id></citation></ref>
<ref id="b20-catalysts-01-00018"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>Y.</given-names></name><name><surname>Qian</surname><given-names>H.</given-names></name><name><surname>Drake</surname><given-names>B.A.</given-names></name><name><surname>Jin</surname><given-names>R.</given-names></name></person-group><article-title>Atomically precise Au<sub>25</sub>(SR)<sub>18</sub> nanoparticles as catalysts for the selective hydrogenation of <italic>α</italic>,<italic>β</italic>-unsaturated ketones and aldehydes</article-title><source>Angew. Chem. Int. Ed.</source><year>2010</year><volume>49</volume><fpage>1295</fpage><lpage>1298</lpage><pub-id pub-id-type="doi">10.1002/anie.200906249</pub-id></citation></ref>
<ref id="b21-catalysts-01-00018"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>Y.</given-names></name><name><surname>Wu</surname><given-names>Z.</given-names></name><name><surname>Gayathri</surname><given-names>C.</given-names></name><name><surname>Qian</surname><given-names>H.</given-names></name><name><surname>Gil</surname><given-names>R.R.</given-names></name><name><surname>Jin</surname><given-names>R.</given-names></name></person-group><article-title>Exploring stereoselectivity of Au<sub>25</sub> nanoparticle catalyst for hydrogenation of cyclic ketone</article-title><source>J. Catal.</source><year>2010</year><volume>271</volume><fpage>155</fpage><lpage>160</lpage><pub-id pub-id-type="doi">10.1016/j.jcat.2010.02.027</pub-id></citation></ref>
<ref id="b22-catalysts-01-00018"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herzing</surname><given-names>A.A.</given-names></name><name><surname>Kiely</surname><given-names>C.J.</given-names></name><name><surname>Carley</surname><given-names>A.F.</given-names></name><name><surname>Landon</surname><given-names>P.</given-names></name><name><surname>Hutchings</surname><given-names>G.J.</given-names></name></person-group><article-title>Identification of active gold nanoclusters on iron oxide supports for CO oxidation</article-title><source>Science</source><year>2008</year><volume>321</volume><fpage>1331</fpage><lpage>1335</lpage><pub-id pub-id-type="doi">10.1126/science.1159639</pub-id><pub-id pub-id-type="pmid">18772433</pub-id></citation></ref>
<ref id="b23-catalysts-01-00018"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodrílguez-Vázquez</surname><given-names>M.J.</given-names></name><name><surname>Blanco</surname><given-names>M.C.</given-names></name><name><surname>Lourido</surname><given-names>R.</given-names></name><name><surname>Vázquez-Vázquez</surname><given-names>C.</given-names></name><name><surname>Pastor</surname><given-names>E.</given-names></name><name><surname>Planes</surname><given-names>G.A.</given-names></name><name><surname>Rivas</surname><given-names>J.</given-names></name><name><surname>López-Quintela</surname><given-names>M.A.</given-names></name></person-group><article-title>Synthesis of atomic gold clusters with strong electrocatalytic activities</article-title><source>Langmuir</source><year>2008</year><volume>24</volume><fpage>12690</fpage><lpage>12694</lpage><pub-id pub-id-type="doi">10.1021/la8018474</pub-id><pub-id pub-id-type="pmid">18850689</pub-id></citation></ref>
<ref id="b24-catalysts-01-00018"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heiz</surname><given-names>U.</given-names></name><name><surname>Sanchez</surname><given-names>A.</given-names></name><name><surname>Abbet</surname><given-names>S.</given-names></name><name><surname>Schneider</surname><given-names>W.D.</given-names></name></person-group><article-title>Catalytic oxidation of carbon monoxide on monodispersed platinum clusters: Each atom counts</article-title><source>J. Am. Chem. Soc.</source><year>1999</year><volume>121</volume><fpage>3214</fpage><lpage>3217</lpage><pub-id pub-id-type="doi">10.1021/ja983616l</pub-id></citation></ref>
<ref id="b25-catalysts-01-00018"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bonačić-Koutecký</surname><given-names>V.</given-names></name><name><surname>Mitrić</surname><given-names>R.</given-names></name><name><surname>Bürgel</surname><given-names>C.</given-names></name><name><surname>Bchäfer-Bung</surname><given-names>B.</given-names></name></person-group><article-title>Cluster properties in the regime in which each atom counts</article-title><source>Comput. Mater. Sci.</source><year>2006</year><volume>35</volume><fpage>151</fpage><lpage>157</lpage><pub-id pub-id-type="doi">10.1016/j.commatsci.2004.12.075</pub-id></citation></ref>
<ref id="b26-catalysts-01-00018"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hvolbæk</surname><given-names>B.</given-names></name><name><surname>Janssens</surname><given-names>T.V.W.</given-names></name><name><surname>Clausen</surname><given-names>B.S.</given-names></name><name><surname>Falsig</surname><given-names>H.</given-names></name><name><surname>Christensen</surname><given-names>C.H.</given-names></name><name><surname>Nørskov</surname><given-names>J.K.</given-names></name></person-group><article-title>Catalytic activity of Au nanoparticles</article-title><source>Nanotoday</source><year>2007</year><volume>2</volume><fpage>14</fpage><lpage>18</lpage></citation></ref>
<ref id="b27-catalysts-01-00018"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lang</surname><given-names>S.M.</given-names></name><name><surname>Bernhardt</surname><given-names>T.M.</given-names></name><name><surname>Barnett</surname><given-names>R.N.</given-names></name><name><surname>Yoon</surname><given-names>B.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><article-title>Hydrogen-promoted oxygen activation by free gold cluster cations</article-title><source>J. Am. Chem. Soc.</source><year>2009</year><volume>131</volume><fpage>8939</fpage><lpage>8951</lpage><pub-id pub-id-type="doi">10.1021/ja9022368</pub-id><pub-id pub-id-type="pmid">19462980</pub-id></citation></ref>
<ref id="b28-catalysts-01-00018"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bürgel</surname><given-names>C.</given-names></name><name><surname>Reilly</surname><given-names>N.M.</given-names></name><name><surname>Johnson</surname><given-names>G.E.</given-names></name><name><surname>Mitrić</surname><given-names>R.</given-names></name><name><surname>Kimble</surname><given-names>M.L.</given-names></name><name><surname>Castleman</surname><given-names>A.W.</given-names><suffix>Jr.</suffix></name><name><surname>Bonačić-Koutecký</surname><given-names>V.</given-names></name></person-group><article-title>Influence of charge state on the mechanism of CO oxidation on gold clusters</article-title><source>J. Am. Chem. Soc.</source><year>2008</year><volume>130</volume><fpage>1694</fpage><lpage>1698</lpage><pub-id pub-id-type="doi">10.1021/ja0768542</pub-id><pub-id pub-id-type="pmid">18197665</pub-id></citation></ref>
<ref id="b29-catalysts-01-00018"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coquet</surname><given-names>R.</given-names></name><name><surname>Howard</surname><given-names>K.L.</given-names></name><name><surname>Willock</surname><given-names>D.J.</given-names></name></person-group><article-title>Theory and simulation in heterogeneous gold catalysis</article-title><source>Chem. Soc. Rev.</source><year>2008</year><volume>37</volume><fpage>2046</fpage><lpage>2076</lpage><pub-id pub-id-type="doi">10.1039/b707385m</pub-id><pub-id pub-id-type="pmid">18762846</pub-id></citation></ref>
<ref id="b30-catalysts-01-00018"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ding</surname><given-names>X.</given-names></name><name><surname>Li</surname><given-names>Z.</given-names></name><name><surname>Yang</surname><given-names>J.</given-names></name><name><surname>Hou</surname><given-names>J.G.</given-names></name><name><surname>Zhu</surname><given-names>Q.</given-names></name></person-group><article-title>Adsorption energies of molecular oxygen on Au clusters</article-title><source>J. Chem. Phys.</source><year>2004</year><volume>120</volume><fpage>9594</fpage><lpage>9600</lpage><pub-id pub-id-type="doi">10.1063/1.1665323</pub-id><pub-id pub-id-type="pmid">15267971</pub-id></citation></ref>
<ref id="b31-catalysts-01-00018"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fernández</surname><given-names>E.</given-names></name><name><surname>Ordejón</surname><given-names>P.</given-names></name><name><surname>Balbás</surname><given-names>L.C.</given-names></name></person-group><article-title>Theoretical study of O<sub>2</sub> and CO adsorption on Au<sub>n</sub> clusters (<italic>n</italic> = 5–10)</article-title><source>Chem. Phys. Lett.</source><year>2005</year><volume>408</volume><fpage>252</fpage><lpage>257</lpage><pub-id pub-id-type="doi">10.1016/j.cplett.2005.04.058</pub-id></citation></ref>
<ref id="b32-catalysts-01-00018"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Häkkinen</surname><given-names>H.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><article-title>Gas-phase catalytic oxidation of CO by Au<sub>2</sub><sup>−</sup></article-title><source>J. Am. Chem. Soc.</source><year>2001</year><volume>123</volume><fpage>9704</fpage><lpage>9705</lpage><pub-id pub-id-type="doi">10.1021/ja0165180</pub-id><pub-id pub-id-type="pmid">11572704</pub-id></citation></ref>
<ref id="b33-catalysts-01-00018"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yoon</surname><given-names>B.</given-names></name><name><surname>Häkkinen</surname><given-names>H.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><article-title>Interaction of O<sub>2</sub> with gold clusters: Molecular and dissociative adsorption</article-title><source>J. Phys. Chem. A</source><year>2003</year><volume>107</volume><fpage>4066</fpage><lpage>4071</lpage><pub-id pub-id-type="doi">10.1021/jp027596s</pub-id></citation></ref>
<ref id="b34-catalysts-01-00018"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Socaciu</surname><given-names>L.D.</given-names></name><name><surname>Hagen</surname><given-names>J.</given-names></name><name><surname>Bernhardt</surname><given-names>T.M.</given-names></name><name><surname>Wöste</surname><given-names>L.</given-names></name><name><surname>Heiz</surname><given-names>U.</given-names></name><name><surname>Häkkinen</surname><given-names>H.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><article-title>Catalytic CO oxidation by free Au<sub>2</sub><sup>−</sup>: Experiment and theory</article-title><source>J. Am. Chem. Soc.</source><year>2003</year><volume>125</volume><fpage>10437</fpage><lpage>10445</lpage><pub-id pub-id-type="doi">10.1021/ja027926m</pub-id><pub-id pub-id-type="pmid">12926969</pub-id></citation></ref>
<ref id="b35-catalysts-01-00018"><label>35.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Häkkinen</surname><given-names>H.</given-names></name><name><surname>Abbet</surname><given-names>S.</given-names></name><name><surname>Sanchez</surname><given-names>A.</given-names></name><name><surname>Heiz</surname><given-names>U.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><article-title>Structural, electronic, and impurity-doping effects in nanoscale chemistry: Supported gold nanoclusters</article-title><source>Angew. Chem. Int. Ed.</source><year>2003</year><volume>42</volume><fpage>1297</fpage><lpage>1300</lpage><pub-id pub-id-type="doi">10.1002/anie.200390334</pub-id></citation></ref>
<ref id="b36-catalysts-01-00018"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hutchings</surname><given-names>G.J.</given-names></name><name><surname>Hall</surname><given-names>M.S.</given-names></name><name><surname>Carley</surname><given-names>A.F.</given-names></name><name><surname>Landon</surname><given-names>P.</given-names></name><name><surname>Solsona</surname><given-names>B.E.</given-names></name><name><surname>Kiely</surname><given-names>C.J.</given-names></name><name><surname>Herzing</surname><given-names>A.</given-names></name><name><surname>Makkee</surname><given-names>M.</given-names></name><name><surname>Moulijn</surname><given-names>J.A.</given-names></name><name><surname>Overweg</surname><given-names>A.</given-names></name><name><surname>Fierro-Gonzalez</surname><given-names>J.C.</given-names></name><name><surname>Guzman</surname><given-names>J.</given-names></name><name><surname>Gates</surname><given-names>B.C.</given-names></name></person-group><article-title>Role of gold cations in the oxidation of carbon monoxide catalyzed by iron oxide-supported gold</article-title><source>J. Catal.</source><year>2006</year><volume>242</volume><fpage>71</fpage><lpage>81</lpage><pub-id pub-id-type="doi">10.1016/j.jcat.2006.06.001</pub-id></citation></ref>
<ref id="b37-catalysts-01-00018"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyalin</surname><given-names>A.</given-names></name><name><surname>Taketsugu</surname><given-names>T.</given-names></name></person-group><article-title>Adsorption of ethylene on neutral, anionic, and cationic gold clusters</article-title><source>J. Phys. Chem. C</source><year>2010</year><volume>114</volume><fpage>2484</fpage><lpage>2493</lpage><pub-id pub-id-type="doi">10.1021/jp909505y</pub-id></citation></ref>
<ref id="b38-catalysts-01-00018"><label>38.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fujitani</surname><given-names>T.</given-names></name><name><surname>Nakamura</surname><given-names>I.</given-names></name><name><surname>Akita</surname><given-names>T.</given-names></name><name><surname>Okumura</surname><given-names>M.</given-names></name><name><surname>Haruta</surname><given-names>M.</given-names></name></person-group><article-title>Hydrogen dissociation by gold clusters</article-title><source>Angew. Chem. Int. Ed.</source><year>2009</year><volume>48</volume><fpage>9515</fpage><lpage>9518</lpage><pub-id pub-id-type="doi">10.1002/anie.200905380</pub-id></citation></ref>
<ref id="b39-catalysts-01-00018"><label>39.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Okumura</surname><given-names>M.</given-names></name><name><surname>Tsubota</surname><given-names>S.</given-names></name><name><surname>Haruta</surname><given-names>M.</given-names></name></person-group><article-title>Preparation of supported gold catalysts by gas-phase grafting of gold acethylacetonate for low-temperature oxidation of CO and of H<sub>2</sub></article-title><source>J. Mol. Catal. A Chem.</source><year>2003</year><volume>199</volume><fpage>73</fpage><lpage>84</lpage><pub-id pub-id-type="doi">10.1016/S1381-1169(03)00020-7</pub-id></citation></ref>
<ref id="b40-catalysts-01-00018"><label>40.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sanchez</surname><given-names>A.</given-names></name><name><surname>Abbet</surname><given-names>S.</given-names></name><name><surname>Heiz</surname><given-names>U.</given-names></name><name><surname>Schneider</surname><given-names>W.D.</given-names></name><name><surname>Hakkinen</surname><given-names>H.</given-names></name><name><surname>Barnett</surname><given-names>R.N.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><article-title>When gold is not noble: Nanoscale gold catalysts</article-title><source>J. Phys. Chem. A</source><year>1999</year><volume>103</volume><fpage>9573</fpage><lpage>9578</lpage><pub-id pub-id-type="doi">10.1021/jp9935992</pub-id></citation></ref>
<ref id="b41-catalysts-01-00018"><label>41.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yoon</surname><given-names>B.</given-names></name><name><surname>Häkkinen</surname><given-names>H.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name><name><surname>Wörz</surname><given-names>A.S.</given-names></name><name><surname>Antonietti</surname><given-names>J.M.</given-names></name><name><surname>Abbet</surname><given-names>S.</given-names></name><name><surname>Judai</surname><given-names>K.</given-names></name><name><surname>Heiz</surname><given-names>U.</given-names></name></person-group><article-title>Charging effects on bonding and catalyzed oxidation of CO on Au<sub>8</sub> clusters on MgO</article-title><source>Science</source><year>2005</year><volume>307</volume><fpage>403</fpage><lpage>407</lpage><pub-id pub-id-type="doi">10.1126/science.1104168</pub-id><pub-id pub-id-type="pmid">15662008</pub-id></citation></ref>
<ref id="b42-catalysts-01-00018"><label>42.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>C.</given-names></name><name><surname>Yoon</surname><given-names>B.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><article-title>Predicted oxidation of CO catalyzed by Au nanoclusters on a thin defect-free MgO film supported on a Mo(100) surface</article-title><source>J. Am. Chem. Soc.</source><year>2007</year><volume>129</volume><fpage>2228</fpage><lpage>2229</lpage><pub-id pub-id-type="doi">10.1021/ja0684545</pub-id><pub-id pub-id-type="pmid">17266316</pub-id></citation></ref>
<ref id="b43-catalysts-01-00018"><label>43.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sterrer</surname><given-names>M.</given-names></name><name><surname>Risse</surname><given-names>T.</given-names></name><name><surname>Pozzoni</surname><given-names>U.</given-names></name><name><surname>Giordano</surname><given-names>L.</given-names></name><name><surname>Heyde</surname><given-names>M.</given-names></name><name><surname>Rust</surname><given-names>H.</given-names></name><name><surname>Pacchioni</surname><given-names>G.</given-names></name><name><surname>Freund</surname><given-names>H.</given-names></name></person-group><article-title>Control of the charge state of metal atoms on thin MgO films</article-title><source>Phys. Rev. Lett.</source><year>2007</year><volume>98</volume><fpage>096107:1</fpage><lpage>096107:4</lpage></citation></ref>
<ref id="b44-catalysts-01-00018"><label>44.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frondelius</surname><given-names>P.</given-names></name><name><surname>Häkkinen</surname><given-names>H.</given-names></name><name><surname>Honkala</surname><given-names>K.</given-names></name></person-group><article-title>Adsorption of gold clusters on metal-supported MgO: Correlation to electron affinity of gold</article-title><source>Phys. Rev. B</source><year>2007</year><volume>76</volume><fpage>073406:1</fpage><lpage>073406:4</lpage></citation></ref>
<ref id="b45-catalysts-01-00018"><label>45.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Honkala</surname><given-names>K.</given-names></name><name><surname>Häkkinen</surname><given-names>H.</given-names></name></person-group><article-title>Au adsorption on regular and defected thin MgO(100) films supported by Mo</article-title><source>J. Phys. Chem. C</source><year>2007</year><volume>111</volume><fpage>4319</fpage><lpage>4327</lpage><pub-id pub-id-type="doi">10.1021/jp066822l</pub-id></citation></ref>
<ref id="b46-catalysts-01-00018"><label>46.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harding</surname><given-names>C.</given-names></name><name><surname>Habibpour</surname><given-names>V.</given-names></name><name><surname>Kunz</surname><given-names>S.</given-names></name><name><surname>Farnbacher</surname><given-names>A.N.S.</given-names></name><name><surname>Heiz</surname><given-names>U.</given-names></name><name><surname>Yoon</surname><given-names>B.</given-names></name><name><surname>Landman</surname><given-names>U.</given-names></name></person-group><article-title>Control and manipulation of gold nanocatalysis: Effects of metal oxide support thickness and composition</article-title><source>J. Am. Chem. Soc.</source><year>2009</year><volume>131</volume><fpage>538</fpage><lpage>548</lpage><pub-id pub-id-type="doi">10.1021/ja804893b</pub-id><pub-id pub-id-type="pmid">19140792</pub-id></citation></ref>
<ref id="b47-catalysts-01-00018"><label>47.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arenal</surname><given-names>R.</given-names></name><name><surname>Stéphan</surname><given-names>O.</given-names></name><name><surname>Kociak</surname><given-names>M.</given-names></name><name><surname>Taverna</surname><given-names>D.</given-names></name><name><surname>Loiseau</surname><given-names>A.</given-names></name><name><surname>Colliex</surname><given-names>C.</given-names></name></person-group><article-title>Electron energy loss spectroscopy measurement of the optical gaps on individual boron nitride single-walled and multiwalled nanotubes</article-title><source>Phys. Rev. Lett.</source><year>2005</year><volume>95</volume><fpage>127601:1</fpage><lpage>127601:4</lpage></citation></ref>
<ref id="b48-catalysts-01-00018"><label>48.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Golberg</surname><given-names>D.</given-names></name><name><surname>Bando</surname><given-names>Y.</given-names></name><name><surname>Huang</surname><given-names>Y.</given-names></name><name><surname>Terao</surname><given-names>T.</given-names></name><name><surname>Mitome</surname><given-names>M.</given-names></name><name><surname>Tang</surname><given-names>C.</given-names></name><name><surname>Zhi</surname><given-names>C.</given-names></name></person-group><article-title>Boron nitride nanotubes and nanosheets</article-title><source>ACS Nano</source><year>2010</year><volume>4</volume><fpage>2979</fpage><lpage>2993</lpage><pub-id pub-id-type="doi">10.1021/nn1006495</pub-id><pub-id pub-id-type="pmid">20462272</pub-id></citation></ref>
<ref id="b49-catalysts-01-00018"><label>49.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Green</surname><given-names>I.X.</given-names></name><name><surname>Tang</surname><given-names>W.</given-names></name><name><surname>Neurock</surname><given-names>M.</given-names></name><name><surname>Yates</surname><given-names>J.T.</given-names></name></person-group><article-title>Low-temperature catalytic H<sub>2</sub> oxidation over Au nanoparticle/TiO<sub>2</sub> dual perimeter sites</article-title><source>Angew. Chem. Int. Ed.</source><year>2011</year><volume>50</volume><fpage>10186</fpage><lpage>10189</lpage><pub-id pub-id-type="doi">10.1002/anie.201101612</pub-id></citation></ref>
<ref id="b50-catalysts-01-00018"><label>50.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boronat</surname><given-names>M.</given-names></name><name><surname>Illas</surname><given-names>F.</given-names></name><name><surname>Corma</surname><given-names>A.</given-names></name></person-group><article-title>Active sites for H<sub>2</sub> adsorption and activation in Au/TiO<sub>2</sub> and the role of the support</article-title><source>J. Phys. Chem. A</source><year>2009</year><volume>113</volume><fpage>3750</fpage><lpage>3757</lpage><pub-id pub-id-type="doi">10.1021/jp808271y</pub-id><pub-id pub-id-type="pmid">19206224</pub-id></citation></ref>
<ref id="b51-catalysts-01-00018"><label>51.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Florez</surname><given-names>E.</given-names></name><name><surname>Gomez</surname><given-names>T.</given-names></name><name><surname>Liu</surname><given-names>P.</given-names></name><name><surname>Rodríguez</surname><given-names>J.A.</given-names></name><name><surname>Illas</surname><given-names>F.</given-names></name></person-group><article-title>Hydrogenation reactions on Au/TiC(001): Effects od Au-C interactions on the dissociation of H<sub>2</sub></article-title><source>ChemCatChem</source><year>2010</year><volume>2</volume><fpage>1219</fpage><lpage>1222</lpage><pub-id pub-id-type="doi">10.1002/cctc.201000190</pub-id></citation></ref>
<ref id="b52-catalysts-01-00018"><label>52.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyalin</surname><given-names>A.</given-names></name><name><surname>Taketsugu</surname><given-names>T.</given-names></name></person-group><article-title>A computational investigation of H<sub>2</sub> adsorption and dissociation on Au nanoparticles supported on TiO<sub>2</sub> surface</article-title><source>Faraday Discuss.</source><year>2011</year><volume>152</volume><fpage>185</fpage><lpage>201</lpage><pub-id pub-id-type="doi">10.1039/c1fd00013f</pub-id><pub-id pub-id-type="pmid">22455046</pub-id></citation></ref>
<ref id="b53-catalysts-01-00018"><label>53.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname><given-names>Z.</given-names></name><name><surname>Cohen</surname><given-names>R.E.</given-names></name></person-group><article-title>More accurate generalized gradient approximation for solids</article-title><source>Phys. Rev. B</source><year>2006</year><volume>73</volume><fpage>235116:1</fpage><lpage>235116:6</lpage></citation></ref>
<ref id="b54-catalysts-01-00018"><label>54.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perdew</surname><given-names>J.P.</given-names></name><name><surname>Burke</surname><given-names>K.</given-names></name><name><surname>Ernzerhof</surname><given-names>M.</given-names></name></person-group><article-title>Generalized gradient approximation made simple</article-title><source>Phys. Rev. Lett.</source><year>1996</year><volume>77</volume><fpage>3865</fpage><lpage>3868</lpage><pub-id pub-id-type="doi">10.1103/PhysRevLett.77.3865</pub-id><pub-id pub-id-type="pmid">10062328</pub-id></citation></ref>
<ref id="b55-catalysts-01-00018"><label>55.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tran</surname><given-names>F.</given-names></name><name><surname>Laskowski</surname><given-names>R.</given-names></name><name><surname>Blaha</surname><given-names>P.</given-names></name><name><surname>Schwarz</surname><given-names>K.</given-names></name></person-group><article-title>Performance on molecules, surfaces, and solids of the Wu-Cohen GGA exchange-correlation energy functional</article-title><source>Phys. Rev. B</source><year>2007</year><volume>75</volume><fpage>115131:1</fpage><lpage>115131:14</lpage></citation></ref>
<ref id="b56-catalysts-01-00018"><label>56.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Artacho</surname><given-names>E.</given-names></name><name><surname>Sánchez-Portal</surname><given-names>D.</given-names></name><name><surname>Ordejón</surname><given-names>P.</given-names></name><name><surname>García</surname><given-names>A.</given-names></name><name><surname>Soler</surname><given-names>J.M.</given-names></name></person-group><article-title>Linear-scaling ab-initio calculations for large and complex systems</article-title><source>Phys. Status Solidi B</source><year>1999</year><volume>215</volume><fpage>809</fpage><lpage>817</lpage><pub-id pub-id-type="doi">10.1002/(SICI)1521-3951(199909)215:1&lt;809::AID-PSSB809&gt;3.0.CO;2-0</pub-id></citation></ref>
<ref id="b57-catalysts-01-00018"><label>57.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Junquera</surname><given-names>J.</given-names></name><name><surname>Paz</surname><given-names>O.</given-names></name><name><surname>Sánchez-Portal</surname><given-names>D.</given-names></name><name><surname>Artacho</surname><given-names>E.</given-names></name></person-group><article-title>Numerical atomic orbitals for linear-scaling calculations</article-title><source>Phys. Rev. B</source><year>2001</year><volume>64</volume><fpage>235111:1</fpage><lpage>235111:9</lpage></citation></ref>
<ref id="b58-catalysts-01-00018"><label>58.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nelder</surname><given-names>J.A.</given-names></name><name><surname>Mead</surname><given-names>R.</given-names></name></person-group><article-title>A simplex method for function minimization</article-title><source>Comput. J.</source><year>1965</year><volume>7</volume><fpage>308</fpage><lpage>313</lpage><pub-id pub-id-type="doi">10.1093/comjnl/7.4.308</pub-id></citation></ref>
<ref id="b59-catalysts-01-00018"><label>59.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Troullier</surname><given-names>N.</given-names></name><name><surname>Martins</surname><given-names>J.L.</given-names></name></person-group><article-title>Efficient pseudopotentials for plane-wave calculations</article-title><source>Phys. Rev. B</source><year>1991</year><volume>43</volume><fpage>1993</fpage><lpage>2006</lpage><pub-id pub-id-type="doi">10.1103/PhysRevB.43.1993</pub-id></citation></ref>
<ref id="b60-catalysts-01-00018"><label>60.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kleinman</surname><given-names>L.</given-names></name><name><surname>Bylander</surname><given-names>D.M.</given-names></name></person-group><article-title>Efficacious form for model pseudopotentials</article-title><source>Phys. Rev. Lett.</source><year>1982</year><volume>48</volume><fpage>1425</fpage><lpage>1428</lpage><pub-id pub-id-type="doi">10.1103/PhysRevLett.48.1425</pub-id></citation></ref>
<ref id="b61-catalysts-01-00018"><label>61.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Monkhorst</surname><given-names>H.J.</given-names></name><name><surname>Pack</surname><given-names>J.D.</given-names></name></person-group><article-title>Special points for Brillouin-zone integrations</article-title><source>Phys. Rev. B</source><year>1976</year><volume>13</volume><fpage>5188</fpage><lpage>5192</lpage><pub-id pub-id-type="doi">10.1103/PhysRevB.13.5188</pub-id></citation></ref>
<ref id="b62-catalysts-01-00018"><label>62.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yoo</surname><given-names>C.S.</given-names></name><name><surname>Akella</surname><given-names>J.</given-names></name><name><surname>Cynn</surname><given-names>H.</given-names></name><name><surname>Nicol</surname><given-names>M.</given-names></name></person-group><article-title>Direct elementary reactions of boron and nitrogen at high pressures and temperatures</article-title><source>Phys. Rev. B</source><year>1997</year><volume>56</volume><fpage>140</fpage><lpage>146</lpage><pub-id pub-id-type="doi">10.1103/PhysRevB.56.140</pub-id></citation></ref>
<ref id="b63-catalysts-01-00018"><label>63.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burdett</surname><given-names>J.K.</given-names></name><name><surname>Hughbanks</surname><given-names>T.</given-names></name><name><surname>Miller</surname><given-names>G.J.</given-names></name><name><surname>Richardson</surname><given-names>J.W.</given-names><suffix>Jr.</suffix></name><name><surname>Smith</surname><given-names>J.V.</given-names></name></person-group><article-title>Structural-electronic relationships in inorganic solids: Powder neutron diffraction studies of the rutile and anatase polymorphs of titanium dioxide at 15 and 295 K</article-title><source>J. Am. Chem. Soc.</source><year>1987</year><volume>109</volume><fpage>3639</fpage><lpage>3646</lpage><pub-id pub-id-type="doi">10.1021/ja00246a021</pub-id></citation></ref>
<ref id="b64-catalysts-01-00018"><label>64.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Muscat</surname><given-names>J.</given-names></name><name><surname>Swamy</surname><given-names>V.</given-names></name><name><surname>Harrison</surname><given-names>N.M.</given-names></name></person-group><article-title>First-principles calculations of the phase stability of TiO<sub>2</sub></article-title><source>Phys. Rev. B</source><year>2002</year><volume>65</volume><fpage>224112:1</fpage><lpage>224112:15</lpage></citation></ref>
<ref id="b65-catalysts-01-00018"><label>65.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Solov'yov</surname><given-names>I.A.</given-names></name><name><surname>Solov'yov</surname><given-names>A.V.</given-names></name><name><surname>Greiner</surname><given-names>W.</given-names></name><name><surname>Koshelev</surname><given-names>A.</given-names></name><name><surname>Shutovich</surname><given-names>A.</given-names></name></person-group><article-title>Cluster growing process and a sequence of magic numbers</article-title><source>Phys. Rev. Lett.</source><year>2003</year><volume>90</volume><fpage>053401:1</fpage><lpage>053401:4</lpage></citation></ref>
<ref id="b66-catalysts-01-00018"><label>66.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyalin</surname><given-names>A.</given-names></name><name><surname>Solov'yov</surname><given-names>I.A.</given-names></name><name><surname>Solov'yov</surname><given-names>A.V.</given-names></name><name><surname>Greiner</surname><given-names>W.</given-names></name></person-group><article-title>Evolution of the electronic and ionic structure of Mg clusters with increase in cluster size</article-title><source>Phys. Rev. A</source><year>2003</year><volume>67</volume><fpage>063203:1</fpage><lpage>063203:13</lpage></citation></ref>
<ref id="b67-catalysts-01-00018"><label>67.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyalin</surname><given-names>A.</given-names></name><name><surname>Solov'yov</surname><given-names>A.V.</given-names></name><name><surname>Greiner</surname><given-names>W.</given-names></name></person-group><article-title>Structure and magnetism of lanthanum clusters</article-title><source>Phys. Rev. A</source><year>2006</year><volume>74</volume><fpage>043201:1</fpage><lpage>043201:10</lpage></citation></ref>
<ref id="b68-catalysts-01-00018"><label>68.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyalin</surname><given-names>A.</given-names></name><name><surname>Solov'yov</surname><given-names>I.A.</given-names></name><name><surname>Greiner</surname><given-names>W.</given-names></name></person-group><article-title>Interplay of electronic and geometry shell effects in properties of neutral and charged Sr clusters</article-title><source>Phys. Rev. A</source><year>2007</year><volume>75</volume><fpage>053201:1</fpage><lpage>053201:13</lpage></citation></ref>
<ref id="b69-catalysts-01-00018"><label>69.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ohno</surname><given-names>K.</given-names></name><name><surname>Maeda</surname><given-names>S.</given-names></name></person-group><article-title>A scaled hypersphere search method for the topography of reaction pathways on the potential energy surface</article-title><source>Chem. Phys. Lett.</source><year>2004</year><volume>384</volume><fpage>277</fpage><lpage>282</lpage><pub-id pub-id-type="doi">10.1016/j.cplett.2003.12.030</pub-id></citation></ref>
<ref id="b70-catalysts-01-00018"><label>70.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maeda</surname><given-names>S.</given-names></name><name><surname>Ohno</surname><given-names>K.</given-names></name></person-group><article-title>Global mapping of equilibrium and transition structures on potential energy surfaces by the scaled hypersphere search method: Applications to ab initio surfaces of formaldehyde and propyne molecules</article-title><source>J. Phys. Chem. A</source><year>2005</year><volume>109</volume><fpage>5742</fpage><lpage>5753</lpage><pub-id pub-id-type="doi">10.1021/jp0513162</pub-id><pub-id pub-id-type="pmid">16833907</pub-id></citation></ref>
<ref id="b71-catalysts-01-00018"><label>71.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ohno</surname><given-names>K.</given-names></name><name><surname>Maeda</surname><given-names>S.</given-names></name></person-group><article-title>Global reaction route mapping on potential energy surfaces of formaldehyde, formic acid, and their metal-substituted analogues</article-title><source>J. Phys. Chem. A</source><year>2006</year><volume>110</volume><fpage>8933</fpage><lpage>8941</lpage><pub-id pub-id-type="doi">10.1021/jp061149l</pub-id><pub-id pub-id-type="pmid">16836457</pub-id></citation></ref>
<ref id="b72-catalysts-01-00018"><label>72.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fernández</surname><given-names>E.</given-names></name><name><surname>Soler</surname><given-names>J.M.</given-names></name><name><surname>Garzón</surname><given-names>I.L.</given-names></name><name><surname>Balbás</surname><given-names>L.C.</given-names></name></person-group><article-title>Trends in the structure and bonding of noble metal clusters</article-title><source>Phys. Rev. B</source><year>2004</year><volume>70</volume><fpage>165403:1</fpage><lpage>165403:14</lpage></citation></ref>
<ref id="b73-catalysts-01-00018"><label>73.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walker</surname><given-names>A.W.</given-names></name></person-group><article-title>Structure and energetics of small gold nanoclusters and their positive ions</article-title><source>J. Chem. Phys.</source><year>2005</year><volume>122</volume><fpage>094310:1</fpage><lpage>094310:12</lpage></citation></ref>
<ref id="b74-catalysts-01-00018"><label>74.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xiao</surname><given-names>L.</given-names></name><name><surname>Tollberg</surname><given-names>B.</given-names></name><name><surname>Hu</surname><given-names>X.</given-names></name><name><surname>Wang</surname><given-names>L.</given-names></name></person-group><article-title>Structural study of gold clusters</article-title><source>J. Chem. Phys.</source><year>2006</year><volume>124</volume><fpage>094310:1</fpage><lpage>094310:10</lpage></citation></ref>
<ref id="b75-catalysts-01-00018"><label>75.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Häkkinen</surname><given-names>H.</given-names></name></person-group><article-title>Atomic and electronic structure of gold clusters: Understanding flakes, cages and superatoms from simple concept</article-title><source>Chem. Soc. Rev.</source><year>2008</year><volume>37</volume><fpage>1847</fpage><lpage>1859</lpage><pub-id pub-id-type="doi">10.1039/b717686b</pub-id><pub-id pub-id-type="pmid">18762834</pub-id></citation></ref>
<ref id="b76-catalysts-01-00018"><label>76.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sánchez-Portal</surname><given-names>D.</given-names></name><name><surname>Ordejón</surname><given-names>P.</given-names></name><name><surname>Artacho</surname><given-names>E.</given-names></name><name><surname>Soler</surname><given-names>J.M.</given-names></name></person-group><article-title>Density-functional method for very large systems with LCAO basis sets</article-title><source>Int. J. Quantum Chem.</source><year>1997</year><volume>65</volume><fpage>453</fpage><lpage>461</lpage><pub-id pub-id-type="doi">10.1002/(SICI)1097-461X(1997)65:5&lt;453::AID-QUA9&gt;3.0.CO;2-V</pub-id></citation></ref>
<ref id="b77-catalysts-01-00018"><label>77.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soler</surname><given-names>J.M.</given-names></name><name><surname>Artacho</surname><given-names>E.</given-names></name><name><surname>Gale</surname><given-names>J.D.</given-names></name><name><surname>García</surname><given-names>A.</given-names></name><name><surname>Junquera</surname><given-names>J.</given-names></name><name><surname>Ordejón</surname><given-names>P.</given-names></name><name><surname>Sánchez-Portal</surname><given-names>D.</given-names></name></person-group><article-title>The siesta method for ab initio order-N materials simulation</article-title><source>J. Phys. Condens. Matter</source><year>2002</year><volume>14</volume><fpage>2745</fpage><lpage>2779</lpage><pub-id pub-id-type="doi">10.1088/0953-8984/14/11/302</pub-id></citation></ref>
<ref id="b78-catalysts-01-00018"><label>78.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sánchez-Portal</surname><given-names>D.</given-names></name><name><surname>Ordejón</surname><given-names>P.</given-names></name><name><surname>Canadell</surname><given-names>E.</given-names></name></person-group><article-title>Computing the properties of materials from first principles with siesta</article-title><source>Struct. Bond.</source><year>2004</year><volume>113</volume><fpage>103</fpage><lpage>170</lpage></citation></ref>
<ref id="b79-catalysts-01-00018"><label>79.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Bader</surname><given-names>R.</given-names></name></person-group><source>Atoms in Molecules: A Quantum Theory</source><publisher-name>Oxford University Press</publisher-name><publisher-loc>New York, NY, USA</publisher-loc><year>1990</year></citation></ref>
<ref id="b80-catalysts-01-00018"><label>80.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Henkelman</surname><given-names>G.</given-names></name><name><surname>Arnaldsson</surname><given-names>A.</given-names></name><name><surname>Jònsson</surname><given-names>H.</given-names></name></person-group><article-title>A fast and robust algorithm for Bader decomposition of charge density</article-title><source>Comput. Mater. Sci.</source><year>2006</year><volume>36</volume><fpage>354</fpage><lpage>360</lpage><pub-id pub-id-type="doi">10.1016/j.commatsci.2005.04.010</pub-id></citation></ref>
<ref id="b81-catalysts-01-00018"><label>81.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kokalj</surname><given-names>A.</given-names></name></person-group><article-title>Computer graphics and graphical user interfaces as tools in simulations of matter at the atomic scale</article-title><source>Comput. Mater. Sci.</source><year>2003</year><volume>28</volume><fpage>155</fpage><lpage>168</lpage><pub-id pub-id-type="doi">10.1016/S0927-0256(03)00104-6</pub-id></citation></ref>
<ref id="b82-catalysts-01-00018"><label>82.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Huber</surname><given-names>K.P.</given-names></name><name><surname>Herzberg</surname><given-names>G.</given-names></name></person-group><source>Molecular Spectra and Molecular Structure Constants of Diatomic Molecules</source><publisher-name>Van Nostrand Reinhold</publisher-name><publisher-loc>New York, NY, USA</publisher-loc><year>1979</year></citation></ref>
<ref id="b83-catalysts-01-00018"><label>83.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Furthmüller</surname><given-names>J.</given-names></name><name><surname>Hafner</surname><given-names>J.</given-names></name><name><surname>Kresse</surname><given-names>G.</given-names></name></person-group><article-title><italic>Ab initio</italic> calculation of the structural and electronic properties of carbon and boron nitride using ultrasoft pseudopotentials</article-title><source>Phys. Rev. B</source><year>1994</year><volume>50</volume><fpage>15606</fpage><lpage>15622</lpage><pub-id pub-id-type="doi">10.1103/PhysRevB.50.15606</pub-id></citation></ref>
<ref id="b84-catalysts-01-00018"><label>84.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Orellana</surname><given-names>W.</given-names></name><name><surname>Chacham</surname><given-names>H.</given-names></name></person-group><article-title>Stability of native defects in hexagonal and cubic boron nitride</article-title><source>Phys. Rev. B</source><year>2001</year><volume>63</volume><fpage>125205:1</fpage><lpage>125205:7</lpage></citation></ref>
<ref id="b85-catalysts-01-00018"><label>85.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuzubov</surname><given-names>A.A.</given-names></name><name><surname>Serzhantova</surname><given-names>M.V.</given-names></name><name><surname>Fedorov</surname><given-names>A.S.</given-names></name><name><surname>Tomilin</surname><given-names>F.N.</given-names></name><name><surname>Kozhevnikova</surname><given-names>T.A.</given-names></name></person-group><article-title>Theoretical study of vacancies and adatoms in white graphene</article-title><source>JETP Lett.</source><year>2011</year><volume>93</volume><fpage>335</fpage><lpage>338</lpage><pub-id pub-id-type="doi">10.1134/S0021364011060051</pub-id></citation></ref>
<ref id="b86-catalysts-01-00018"><label>86.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Si</surname><given-names>M.S.</given-names></name><name><surname>Li</surname><given-names>J.Y.</given-names></name><name><surname>Shi</surname><given-names>H.G.</given-names></name><name><surname>Niu</surname><given-names>X.N.</given-names></name><name><surname>Xue</surname><given-names>D.S.</given-names></name></person-group><article-title>Divacancies in graphitic boron nitride sheets</article-title><source>Europhys. Lett.</source><year>2009</year><volume>86</volume><fpage>46002:1</fpage><lpage>46002:6</lpage></citation></ref>
<ref id="b87-catalysts-01-00018"><label>87.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zobelli</surname><given-names>A.</given-names></name><name><surname>Ewels</surname><given-names>C.P.</given-names></name><name><surname>Gloter</surname><given-names>A.</given-names></name><name><surname>Seifert</surname><given-names>G.</given-names></name><name><surname>Stephan</surname><given-names>O.</given-names></name><name><surname>Csillag</surname><given-names>S.</given-names></name><name><surname>Colliex</surname><given-names>C.</given-names></name></person-group><article-title>Defective structure of BN nanotubes: From single vacancies to dislocation lines</article-title><source>Nano Lett.</source><year>2006</year><volume>6</volume><fpage>1955</fpage><lpage>1960</lpage><pub-id pub-id-type="doi">10.1021/nl061081l</pub-id><pub-id pub-id-type="pmid">16968007</pub-id></citation></ref>
<ref id="b88-catalysts-01-00018"><label>88.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jin</surname><given-names>C.</given-names></name><name><surname>Lin</surname><given-names>F.</given-names></name><name><surname>Suenaga</surname><given-names>K.</given-names></name><name><surname>Iijima</surname><given-names>S.</given-names></name></person-group><article-title>Fabrication of a freestanding boron nitride single layer and its defect assignments</article-title><source>Phys. Rev. Lett.</source><year>2009</year><volume>102</volume><fpage>195505:1</fpage><lpage>195505:4</lpage></citation></ref>
<ref id="b89-catalysts-01-00018"><label>89.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yin</surname><given-names>L.C.</given-names></name><name><surname>Cheng</surname><given-names>H.M.</given-names></name><name><surname>Saito</surname><given-names>R.</given-names></name></person-group><article-title>Triangle defect states of hexagonal boron nitride atomic layer: Density functional theory calculations</article-title><source>Phys. Rev. B</source><year>2010</year><volume>81</volume><fpage>153407:1</fpage><lpage>153407:4</lpage></citation></ref>
<ref id="b90-catalysts-01-00018"><label>90.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Corso</surname><given-names>M.</given-names></name><name><surname>Auwärter</surname><given-names>W.</given-names></name><name><surname>Muntwiler</surname><given-names>M.</given-names></name><name><surname>Tamai</surname><given-names>A.</given-names></name><name><surname>Greber</surname><given-names>T.</given-names></name><name><surname>Osterwalder</surname><given-names>J.</given-names></name></person-group><article-title>Boron nitride nanomesh</article-title><source>Science</source><year>2004</year><volume>303</volume><fpage>217</fpage><lpage>220</lpage><pub-id pub-id-type="doi">10.1126/science.1091979</pub-id><pub-id pub-id-type="pmid">14716010</pub-id></citation></ref>
<ref id="b91-catalysts-01-00018"><label>91.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Laskowski</surname><given-names>R.</given-names></name><name><surname>Blaha</surname><given-names>P.</given-names></name><name><surname>Schwarz</surname><given-names>K.</given-names></name></person-group><article-title>Bonding of hexagonal BN to transition metal surfaces: An ab initio density-functional theory study</article-title><source>Phys. Rev. B</source><year>2008</year><volume>78</volume><fpage>045409:1</fpage><lpage>045409:10</lpage></citation></ref>
<ref id="b92-catalysts-01-00018"><label>92.</label><citation citation-type="book"><source>Inorganic Chemistry</source><person-group person-group-type="editor"><name><surname>Wiberg</surname><given-names>N.</given-names></name><name><surname>Holleman</surname><given-names>A.F.</given-names></name><name><surname>Wiberg</surname><given-names>E.</given-names></name></person-group><publisher-name>Academic Press</publisher-name><publisher-loc>Waltham, MA, USA</publisher-loc><year>2001</year></citation></ref>
<ref id="b93-catalysts-01-00018"><label>93.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ramamoorthy</surname><given-names>M.</given-names></name><name><surname>Vanderbilt</surname><given-names>D.</given-names></name><name><surname>King-Smith</surname><given-names>R.D.</given-names></name></person-group><article-title>First-principles calculations of the energetics of stoichiometric TiO<sub>2</sub> surfaces</article-title><source>Phys. Rev. B</source><year>1994</year><volume>49</volume><fpage>16721</fpage><lpage>16727</lpage><pub-id pub-id-type="doi">10.1103/PhysRevB.49.16721</pub-id></citation></ref>
<ref id="b94-catalysts-01-00018"><label>94.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perron</surname><given-names>H.</given-names></name><name><surname>Domain</surname><given-names>C.</given-names></name><name><surname>Roques</surname><given-names>J.</given-names></name><name><surname>Drot</surname><given-names>R.</given-names></name><name><surname>Simoni</surname><given-names>E.</given-names></name><name><surname>Catalette</surname><given-names>H.</given-names></name></person-group><article-title>Optimisation of accurate rutile TiO<sub>2</sub>(110), (100), (101) and (001) surface models from periodic DFT calculations</article-title><source>Theor. Chem. Acc.</source><year>2007</year><volume>117</volume><fpage>565</fpage><lpage>574</lpage><pub-id pub-id-type="doi">10.1007/s00214-006-0189-y</pub-id></citation></ref>
<ref id="b95-catalysts-01-00018"><label>95.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyalin</surname><given-names>A.</given-names></name><name><surname>Taketsugu</surname><given-names>T.</given-names></name></person-group><article-title>Catalitic activity of gold clusters</article-title><source>AIP Conf. Proc.</source><year>2009</year><volume>1197</volume><fpage>65</fpage><lpage>75</lpage></citation></ref>
<ref id="b96-catalysts-01-00018"><label>96.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barrio</surname><given-names>L.</given-names></name><name><surname>Liu</surname><given-names>P.</given-names></name><name><surname>Rodríguez</surname><given-names>J.A.</given-names></name><name><surname>Campos-Martín</surname><given-names>J.M.</given-names></name><name><surname>Fierro</surname><given-names>J.L.G.</given-names></name></person-group><article-title>A density functional theory study of the dissociation of H<sub>2</sub> on gold clusters: Importance of fluxionality and ensemble effects</article-title><source>J. Chem. Phys.</source><year>2006</year><volume>125</volume><fpage>164715:1</fpage><lpage>164715:5</lpage></citation></ref></ref-list></back></article>
