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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1089708</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2022.1089708</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Recent advances and perspectives of CeO<sub>2</sub>-based catalysts: Electronic properties and applications for energy storage and conversion</article-title>
<alt-title alt-title-type="left-running-head">Wang et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fchem.2022.1089708">10.3389/fchem.2022.1089708</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xianwei</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2094585/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Jingyi</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Yafei</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Kanghui</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shang</surname>
<given-names>Tongxin</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2122531/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wan</surname>
<given-names>Ying</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1869163/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>The Education Ministry Key Laboratory of Resource Chemistry</institution>, <institution>Joint International Research Laboratory of Resource Chemistry of Ministry of Education</institution>, <institution>Shanghai Key Laboratory of Rare Earth Functional Materials</institution>, <institution>Shanghai Frontiers Science Center of Biomimetic Catalysis</institution>, <institution>Shanghai Non-Carbon Energy Conversion and Utilization Institute</institution>, <institution>Shanghai Normal University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1745311/overview">Zhicheng Liu</ext-link>, Shanghai Research Institute of Petrochemical technology, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/302771/overview">Wei Lv</ext-link>, Tsinghua University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2087653/overview">Yongquan Qu</ext-link>, Northwestern Polytechnical University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Tongxin Shang, <email>txshang@shnu.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Catalytic Reactions and Chemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1089708</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Wang, Wang, Sun, Li, Shang and Wan.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Wang, Wang, Sun, Li, Shang and Wan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Cerium dioxide (CeO<sub>2</sub>, ceria) has long been regarded as one of the key materials in modern catalysis, both as a support and as a catalyst itself. Apart from its well-established use (three-way catalysts and diesel engines), CeO<sub>2</sub> has been widely used as a cocatalyst/catalyst in energy conversion and storage applications. The importance stems from the oxygen storage capacity of ceria, which allows it to release oxygen under reducing conditions and to store oxygen by filling oxygen vacancies under oxidizing conditions. However, the nature of the Ce active site remains not well understood because the degree of participation of <italic>f</italic> electrons in catalytic reactions is not clear in the case of the heavy dependence of catalysis theory on localized <italic>d</italic> orbitals at the Fermi energy <italic>E</italic>
<sub>
<italic>F</italic>
</sub>. This review focuses on the catalytic applications in energy conversion and storage of CeO<sub>2</sub>-based nanostructures and discusses the mechanisms for several typical catalytic reactions from the perspectives of electronic properties of CeO<sub>2</sub>-based nanostructures. Defect engineering is also summarized to better understand the relationship between catalytic performance and electronic properties. Finally, the challenges and prospects of designing high efficiency CeO<sub>2</sub>-based catalysts in energy storage and conversion have been emphasized.</p>
</abstract>
<kwd-group>
<kwd>cerium dioxide</kwd>
<kwd>catalysts</kwd>
<kwd>photocatalysis</kwd>
<kwd>electrocatalysis</kwd>
<kwd>energy storage and conversion</kwd>
<kwd>electronic properties</kwd>
</kwd-group>
<contract-num rid="cn001">22025204 52102283</contract-num>
<contract-num rid="cn002">2021TQ0209 2021M692139</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">China Postdoctoral Science Foundation<named-content content-type="fundref-id">10.13039/501100002858</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Nowadays, most of the energy demand (more than 80%) is met by fossil fuels (such as coal, oil, and natural gas). However, the rapidly growing energy consumption gives rise to serious environmental concerns and energy crisis (<xref ref-type="bibr" rid="B114">Xie et al., 2017</xref>). Non-conventional energy sources, such as solar, wind, hydropower, etc., are being considered as possible sources of energy to meet the growing demand and alleviate environmental destruction (<xref ref-type="bibr" rid="B101">Wang J. et al., 2019</xref>). It has been clear for decades that renewable energy sources play important role in the modern grid. While the intermittent nature of these renewable energy sources will lead to a significant mismatch between supply and demand. Electrical energy conversion and storage from different renewable energy sources is a high-efficiency and clean strategy that takes full advantage of all kinds of energy. Many new technologies for energy conversion and storage are under development, which is expected to meet the requirement of their practical applications. Especially, the development of the electrochemical and photochemical processes is a prospective goal to sustainably and cleanly realize the efficient conversion and storage of many energy molecules, including carbon dioxide and a series of C<sub>2&#x2b;</sub> hydrocarbons and oxygenates, hydrogen, sulfur, nitrogen, and so on (<xref ref-type="bibr" rid="B53">Li Q. et al., 2021</xref>). To realize this expectation, it is necessary and urgent to develop photo (electro) catalysts with high catalytic activity and improved selectivity towards the high-efficiency energy molecules transformations. Numerous catalysts have been developed for the energy molecules conversion reactions such as carbon dioxide reduction reaction (CO<sub>2</sub>RR), hydrogen evolution reaction (HER), oxygen evolution reaction (OER), sulfur reduction reaction (SRR), etc., (<xref ref-type="bibr" rid="B7">Cai et al., 2021</xref>). For those important reactions, various carbon-based, metal-based, and metal oxide-based catalysts have been widely investigated. However, their performances, such as activity, stability, cost, and so on, are still need to strengthen. Especially, the conversion efficiency and the selectivity of the developed photocatalysts are still far from satisfactory up to now. Therefore, the development of better catalysts with the necessary selectivity and efficiency for the relevant chemical reactions is urgent.</p>
<p>CeO<sub>2</sub>, a widely studied rare Earth oxide, has gained promising applications in photocatalysis and electrocatalytic energy storage and conversion (<xref ref-type="bibr" rid="B72">Montini et al., 2016</xref>). Cerium is the most abundant of the rare Earth elements accounting for around 0.0046&#xa0;wt% of the Earth&#x2019;s crust. CeO<sub>2</sub>, as the most common oxide of cerium element, has good stability with a cubic fluorite crystal structure. Specifically, each Ce<sup>4&#x2b;</sup> is coordinated with eight adjacent O<sup>2&#x2013;</sup> to form an octahedral interstitial, and each O<sup>2&#x2013;</sup> is coordinated with four adjacent Ce<sup>4&#x2b;</sup> to form a tetrahedral unit in the CeO<sub>2</sub> unit cell (<xref ref-type="bibr" rid="B55">Li and Shen, 2014</xref>). CeO<sub>2</sub> possesses unique electronic configurations of [Xe]4<italic>f</italic>
<sup>1</sup>5<italic>d</italic>
<sup>1</sup>6<italic>s</italic>
<sup>2</sup> resulting in excellent physical and chemical properties, for example, the different colors for the CeO<sub>2</sub> with different stoichiometry due to the charge transfer between Ce<sup>4&#x2b;</sup> and O<sup>2&#x2013;</sup> (<xref ref-type="bibr" rid="B68">Melchionna and Fornasiero, 2014</xref>). The energy of the inner 4<italic>f</italic> level is nearly the same as that of the outer or valence 5<italic>d</italic> and 6<italic>s</italic> levels, thus small amounts of energy can change the relative occupancy of these electronic levels and give rise to a variable electronic structure, which is the intrinsic property for CeO<sub>2</sub> with application potentials in catalysis, energy conversion and storage, and other felids. For non-stoichiometric CeO<sub>2&#x2013;<italic>x</italic>
</sub>, four outer electrons of each cerium atom transfer to the two adjacent cerium atoms with the oxygen atom <italic>via</italic> the oxygen <italic>p</italic> orbital, which is beneficial to the reduction of Ce<sup>4&#x2b;</sup> to Ce<sup>3&#x2b;</sup> (<xref ref-type="bibr" rid="B80">Shea, 2020</xref>). Therefore, Ce<sup>3&#x2b;</sup> and Ce<sup>4&#x2b;</sup> are steadily exist and facilely switch between these two valence states, and the reversible conversion of the two valence state distributions of cerium ions ensures the formation or elimination of oxygen vacancies. The multivalence property of CeO<sub>2</sub> is the key to achieve the enhanced performances in electrocatalytic and photocatalytic applications, as it benefits to generate strong interactions with reactants or other components in catalysts (<xref ref-type="bibr" rid="B24">Ganduglia-Pirovano et al., 2007</xref>; <xref ref-type="bibr" rid="B25">Gao et al., 2017</xref>; <xref ref-type="bibr" rid="B53">Li Q. et al., 2021</xref>). Besides, the reversible valence characteristics endow the CeO<sub>2</sub> with a better catalytic performance by manipulating the oxygen vacancies concentration to build defect-rich structures (<xref ref-type="bibr" rid="B46">Kong et al., 2020</xref>).</p>
<p>CeO<sub>2</sub>-based nanostructures have been widely reported. Previously, there are several reviews on the properties, characterizations, and applications of CeO<sub>2</sub> (<xref ref-type="bibr" rid="B90">Ta et al., 2008</xref>; <xref ref-type="bibr" rid="B100">Wang H. et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Kumaran et al., 2022</xref>). However, none of them have summarized the late advances on CeO<sub>2</sub> from a perspective of understanding the relationship between electronic structures and catalytic application. Hence, a timely and focused progress report of CeO<sub>2</sub> electronic properties is expected to further accelerate the development of CeO<sub>2</sub>-based emerging materials and promote their diverse applications. In this review, we summarize the recent development in the understanding and regulating strategy of electronic properties of CeO<sub>2</sub>-based nanostructures. The defects engineering is also summarized to better understand the relationship between catalytic performance and electronic properties. We then overview the catalytic applications of CeO<sub>2</sub>-based nanostructures in energy conversion and storage and discuss the mechanisms for several representative catalytic reactions and electrochemical cells in the presence of CeO<sub>2</sub>. Finally, the challenges and prospects of designing high efficiency CeO<sub>2</sub>-based catalysts in energy storage and conversion have been emphasized (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Illustration of electronic properties and catalytic applications of CeO<sub>2</sub>.</p>
</caption>
<graphic xlink:href="fchem-10-1089708-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>2 Electronic properties of CeO<sub>2</sub>-based nanostructures</title>
<sec id="s2-1">
<title>2.1 Crystal plane properties and electronic structure</title>
<p>CeO<sub>2</sub> has been widely used as the critical component (active site or support) and electronic promoter in heterogeneous catalysts. Further improving its selectivity and activity for certain reactions hold great promise by the materials engineering methods at the atomic level. It is also important to offer a more detailed understanding of the effects of various material design methods and the origin of the enhanced reactivity of these modified materials. For CeO<sub>2</sub>, the unique electronic configuration and the stable crystalline structure are the essential factors for its catalysis and electrochemical purpose.</p>
<p>CeO<sub>2</sub> is an <italic>n</italic>-type semiconductor with a band gap of about 3.2&#xa0;eV. CeO<sub>2</sub> nanocrystal presents the fluorite crystal structure with space group <italic>Fm</italic>3<italic>m</italic> at the temperature range from room temperature to the melting point. As shown in <xref ref-type="fig" rid="F2">Figure 2A</xref>, the fluorite structure consists of a face-centered cubic (f.c.c.) unit cell of cations with anions occupying the octahedral interstitial sites. In a CeO<sub>2</sub> unit cell, each Ce<sup>4&#x2b;</sup> is coordinated with eight oxygen ions nearby, and each O<sup>2&#x2212;</sup> in the tetrahedral space coordinates with the four nearest Ce<sup>4&#x2b;</sup>. Generally, CeO<sub>2</sub> exposes three thermodynamically stable surfaces and the stability follows the order (100) &#x3c; (110) &#x3c; (111) according to the surface energy obtained from the density functional theory (DFT) calculations (<xref ref-type="fig" rid="F2">Figures 2B&#x2013;D</xref>). As shown in <xref ref-type="fig" rid="F2">Figures 2E&#x2013;H</xref>, the atomic structures of these exposed facets of CeO<sub>2</sub> nanocubes have been observed and determined using aberration-corrected high-resolution electron microscopy by <xref ref-type="bibr" rid="B60">Lin et al. (2014)</xref>. In comparison to the bulk CeO<sub>2</sub> materials, the cerium and oxygen atoms are unsaturated in all three exposed facets with a lower coordination number and a higher activity. Specifically, the polar (100) surface is terminated by sixfold-coordinated cerium atoms (Ce<sub>6c</sub>) and twofold-coordinated oxygen atoms (O<sub>2c</sub>); the (110) surface is terminated by a CeO<sub>2</sub> plane with sixfold cerium (Ce<sub>6c</sub>) and threefold oxygen atoms (O<sub>3c</sub>); and the (111) surface is terminated by sevenfold-coordinated cerium atoms (Ce<sub>7c</sub>) and threefold-coordinated oxygen atoms (O<sub>3c</sub>) (<xref ref-type="bibr" rid="B83">Spezzati et al., 2019</xref>; <xref ref-type="bibr" rid="B134">Zhong and Gong, 2019</xref>). The surfaces (111) and (110) have neutral charges, while (100) is made up of a series of charged planes and a dipole moment. The performances in various catalytic reactions of CeO<sub>2</sub>-based catalysts are greatly related to their exposed facets, because the chemical state of surface cerium ions and the concentration of oxygen vacancies, which can construct the solid frustrated Lewis pair sites and hence influence the adsorption/activation energy of reactants on the surface, are expected to vary with their hosted facets (<xref ref-type="bibr" rid="B127">Zhang et al., 2017</xref>; <xref ref-type="bibr" rid="B131">Zhang Z. et al., 2020</xref>; <xref ref-type="bibr" rid="B136">Zhu et al., 2020</xref>). Both theoretical and experimental studies have demonstrated that the (100) and (110) surfaces of CeO<sub>2</sub> are more reducible and active than the (111) surface (<xref ref-type="bibr" rid="B96">Trovarelli and Llorca, 2017</xref>), which is accordance with the sequence of the vacancy-formation energies (111) &#x3e; (100) &#x3e; (110) [2.60&#xa0;eV for (111) surface, 2.27&#xa0;eV for (100) surface and 1.99&#xa0;eV for (110) surface] (<xref ref-type="bibr" rid="B74">Nolan et al., 2005</xref>). <xref ref-type="bibr" rid="B2">Amoresi et al. (2019)</xref> have synthesized CeO<sub>2</sub> nanocrystals with different exposed crystalline planes by the morphology controlling and found that the hexagon-shaped CeO<sub>2</sub> with dominant (111), (110), and (311) crystal planes has the best photocatalytic efficiency and highest degradation rate of organic pollutants due to its largest band gap energy and the highest (110) and lowest (311) electron density. Shen and co-authors have also investigated the relationships between the morphologies of CeO<sub>2</sub> nanowires, nanorods, and nanoparticles and their redox and catalytic performances (<xref ref-type="bibr" rid="B91">Tana et al., 2009</xref>). The most reactive planes, known as the active (100) and (110) planes, are found in CeO<sub>2</sub> nanorods and nanowires, while the least reactive planes, known as the (111) planes, are located in CeO<sub>2</sub> nanoparticles (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>). As expected, the CeO<sub>2</sub> nanoparticles presented the lowest CO conversion at the low temperature range (<xref ref-type="fig" rid="F3">Figure 3D</xref>). The CeO<sub>2</sub> nanowires dominated by the reactive (110) and (100) planes benefited to expose a large proportion of active planes on the surface, which resulted in a much higher activity for CO oxidation. Besides, <xref ref-type="bibr" rid="B131">Zhang Z. et al. (2020)</xref> have demonstrated that the CeO<sub>2</sub> nanorods (r-CeO<sub>2</sub>) with the exposed (110) and (100) crystal planes exhibited significantly higher catalytic efficiency and an unheard-before high crotyl alcohol selectivity for selective hydrogenation of crotonaldehyde (<xref ref-type="fig" rid="F3">Figure 3E</xref>). They concluded that surface oxygen vacancies are the active sites for catalyzing crotonaldehyde hydrogenation reaction, which played a key role in controlling the structures of adsorbed C<sub>4</sub>H<sub>6</sub>O by the formed H<sup>&#x2212;</sup> from heterolytic H<sub>2</sub> dissociation and thus determining the crotyl alcohol selectivity.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Atomic configurations and crystal facets of CeO<sub>2</sub>: <bold>(A&#x2013;D)</bold> illustrations of the unit cell <bold>(A)</bold> and the (100), (110), and (111) facets with marked coordination number of cerium and oxygen atoms <bold>(B&#x2013;D)</bold>. Reproduced with permission (<xref ref-type="bibr" rid="B55">Li and Shen, 2014</xref>). Copyright 2014, Royal Society of Chemistry. <bold>(E&#x2013;H)</bold> The high-resolution electron microscopy (HREM) images and corresponding simulated HREM images of the three surfaces of a typical CeO<sub>2</sub> nanocube. Reproduced with permission (<xref ref-type="bibr" rid="B60">Lin et al., 2014</xref>). Copyright 2013, American Chemical Society.</p>
</caption>
<graphic xlink:href="fchem-10-1089708-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Crystal-plane-controlled catalytic performances: <bold>(A&#x2013;C)</bold> Transmission electronic microscopy images of CeO<sub>2</sub> nanoparticles <bold>(A)</bold>, nanorods <bold>(B)</bold> and nanowires <bold>(C)</bold>; <bold>(D)</bold> CO conversions over the CeO<sub>2</sub> nanostructures with different morphologies. Reproduced with permission (<xref ref-type="bibr" rid="B91">Tana et al., 2009</xref>). Copyright 2009, Elsevier. <bold>(E)</bold> Formation rate and catalytic selectivity of crotyl alcohol for the gas-phase selective hydrogenation of crotonaldehyde catalyzed by various CeO<sub>2</sub> at 323&#xa0;K. Reproduced with permission (<xref ref-type="bibr" rid="B131">Zhang Z. et al., 2020</xref>). Copyright 2020, American Chemical Society.</p>
</caption>
<graphic xlink:href="fchem-10-1089708-g003.tif"/>
</fig>
<p>Besides the crystal plane properties, many studies of CeO<sub>2</sub> were devoted to clarifying the role of Ce 4<italic>f</italic> electrons under a perspective of electronic structure. It has been demonstrated that surface relaxation and <italic>f</italic> electron localization were believed to be responsible for the observed oxygen vacancy structures and formations. Therefore, understanding Ce 4<italic>f</italic> electrons is important for clearing the distribution of catalytic sites and the catalytic performance of CeO<sub>2</sub> (<xref ref-type="bibr" rid="B50">Li et al., 2009</xref>). The ground state electronic structure of CeO<sub>2</sub> has been dealt with two approaches due to the controversy about the occupancy of the Ce 4<italic>f</italic> states. <xref ref-type="bibr" rid="B45">Koelling et al. (1983)</xref> have pointed out that some covalent bonding is present in CeO<sub>2</sub> and thus ceria is not completely ionic in early self-consistent field (SCF) band calculations of the bulk CeO<sub>2</sub>. Then Fujimori inferred the presence of partial occupancy of the Ce 4<italic>f</italic> states in CeO<sub>2</sub> and concluded that the ground state of ceria might be a mixture of two cerium configurations (4<italic>f</italic>
<sup>0</sup> and 4<italic>f</italic>
<sup>1</sup>). Therein, Ce 4<italic>f</italic>
<sup>0</sup> has a filled O 2<italic>p</italic> valence band and Ce 4<italic>f</italic>
<sup>1</sup> shows a partially filled O 2<italic>p</italic>-valence-band (<xref ref-type="bibr" rid="B22">Fujimori, 1984</xref>). <xref ref-type="bibr" rid="B82">Skorodumova et al. (2001)</xref> have reported the DFT calculations of bulk CeO<sub>2</sub> and Ce<sub>2</sub>O<sub>3</sub> in the framework of the full-potential linear muffin-tin orbital (FP-LMTO) method and obtained the best agreement with the experiment for CeO<sub>2</sub> by treating the cerium 4<italic>f</italic>-functions as part of the valence region. However, <xref ref-type="bibr" rid="B111">Wuilloud et al. (1984)</xref> and <xref ref-type="bibr" rid="B67">Marabelli and Wachter (1987)</xref> believed that the cerium 4<italic>f</italic> states in CeO<sub>2</sub> are fully unoccupied and localized. In this case, Ce was treated as tetravalent Ce<sup>4&#x2b;</sup> with an unoccupied 4<italic>f</italic>-band (4<italic>f</italic>
<sup>0</sup>) and a completely filled O 2<italic>p</italic>-band. Under the assumption that the Ce 4<italic>f</italic> orbitals is unoccupied, <xref ref-type="bibr" rid="B36">Hill and Catlow (1993)</xref> and <xref ref-type="bibr" rid="B27">Gennard et al. (1999)</xref> have neglected completely the Ce 4<italic>f</italic> basis functions and discovered that the bulk properties of CeO<sub>2</sub> were able to be well described even without the Ce 4<italic>f</italic> electrons by using a minimal basis set on Ce and O and a more extended basis set, respectively.</p>
</sec>
<sec id="s2-2">
<title>2.2 Defect chemistry of ceria</title>
<p>Typically, CeO<sub>2</sub> was used as an oxygen buffer in the three-way catalyst, as the quick and reversible redox between Ce<sup>4&#x2b;</sup> and Ce<sup>3&#x2b;</sup> ensures fast transfer of gaseous oxygen molecules on the solid CeO<sub>2</sub> surface. In most studies, the excellent catalytic activity has been directly ascribed to its ability to store and release oxygen, i.e., the oxygen storage capacity (OSC). While the OSC of CeO<sub>2</sub> is associated with the efficient supply of lattice oxygen at reaction sites determined by oxygen vacancy formation. Therefore, understanding the vacancy engineering as well as the unique defect thermodynamics of CeO<sub>2</sub> at the atomic level is essential to guide the design of CeO<sub>2</sub>-based catalysts. Defects in the crystal structure are the destruction of the symmetry in the perfectly periodic lattice, which are caused by the displacement of atoms from lattice positions. According to the dimensionality of the defects, the CeO<sub>2</sub> defect can be categorized into point defects (such as oxygen defects and cerium defects) (<xref ref-type="bibr" rid="B18">Esch et al., 2005</xref>), line defects (including dislocation defects) (<xref ref-type="bibr" rid="B9">Cao et al., 2022</xref>) and plane defects (containing grain boundary defects) (<xref ref-type="bibr" rid="B37">Hojo et al., 2010</xref>).</p>
<p>The point defect refers to the vacancies including oxygen and cerium. Among them, oxygen defects have been widely studied due to their simple structure and extensive applications in catalysis. The oxygen defects of CeO<sub>2</sub> can be simply divided into intrinsic defects and doped defects according to their origin. Generally, intrinsic defects occur with thermal disorderliness in a crystal following the reductive conversion of Ce<sup>4&#x2b;</sup> to Ce<sup>3&#x2b;</sup> or the migration of lattice oxygen (<xref ref-type="bibr" rid="B110">Wu et al., 2010</xref>; <xref ref-type="bibr" rid="B121">Zacherle et al., 2013</xref>; <xref ref-type="bibr" rid="B119">Yang et al., 2021</xref>). Doped defects are caused by replacement for normal atoms/particles or occupation of the interstitial site in normal nodes when introducing heteroatoms/particles. The defect form (oxygen or cerium defects) and concentration can be tuned by changing the valence states of doped ions. A variety of defects can be formed on CeO<sub>2</sub> crystal surface with the valence state changing of Ce ion, including point defects, as well as line-type and triangular-type defect clusters, resulting from multiple point defects (<xref ref-type="bibr" rid="B23">Fukui et al., 2002</xref>). <xref ref-type="bibr" rid="B18">Esch et al. (2005)</xref> have systematically studied the local structure of the surface and subsurface oxygen vacancies on the CeO<sub>2</sub> (111) facet by using high-resolution scanning tunneling microscopy (STM) and DFT calculations. They found that single vacancies prevail on the slightly reduced surface and linear surface oxygen vacancy clusters appear and grow upon further reduction (<xref ref-type="fig" rid="F4">Figures 4A,B</xref>). On the slightly reduced surface, single vacancies are distinguished to be surface oxygen vacancies and subsurface oxygen vacancies. Upon further reduction, the linear surface oxygen vacancy clusters appear in three different orientations, reflecting the threefold symmetry of the substrate (<xref ref-type="fig" rid="F4">Figures 4C&#x2013;E</xref>). Specifically, they suggested that electrons localized on cerium ions by releasing oxygen and then clusters of more than two vacancies exclusively expose these reduced cerium ions, primarily by including subsurface vacancies, which therefore play a crucial role in the process of vacancy cluster formation.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Defect formation on the CeO<sub>2</sub> (111) surface: <bold>(A,B)</bold> STM images of the CeO<sub>2</sub> (111) surface under different reduction degree and corresponding representations of the observed defects. <bold>(C&#x2013;E)</bold> Filled-state <bold>(C)</bold> and empty-state <bold>(E)</bold> STM images of single vacancies, and related structural models <bold>(D)</bold> (magenta triangles mean the surface vacancy and cyan triangles represent the subsurface vacancy). Reproduced with permission (<xref ref-type="bibr" rid="B18">Esch et al., 2005</xref>). Copyright 2005, Science.</p>
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<p>As introduced above, the periodically linear permutation of the point defects can be regarded as a line defect, which derives from the periodically crystal destruction in a line area (<xref ref-type="bibr" rid="B38">Hojo et al., 2011</xref>). A plane defect is produced by a region deviating from periodicity in a crystal, for example, faulting and grain boundary. Among, the grain boundary-derived plane defect is the most widespread. Specific grain boundary structures and non-stoichiometry are produced at grain boundaries in oxides because of the structural discontinuity and higher atom energy. These characteristics have significant impacts on the mechanical and electrical properties such as electronic conductivities and oxygen ionization. In order to understand the macroscopic electrical and chemical properties of CeO<sub>2</sub>, Hojo et al. have investigated the atomic and electronic structures of a (210)&#x3a3;5 CeO<sub>2</sub> grain boundary by using scanning transmission electron microscopy (STEM) and theoretical calculations (<xref ref-type="bibr" rid="B37">Hojo et al., 2010</xref>). They observed that the grain boundary consists of repeating structural units, which were marked by quadrilaterals in <xref ref-type="fig" rid="F5">Figures 5A&#x2013;F</xref>. The structural units repeat over stretches of an interface length of 10&#x2013;20&#xa0;nm accompanied with steps in between these stretches. Although the atomic number for oxygen is too small to clearly observe, oxygen columns were directly identified in the annular bright-field (ABF) image (<xref ref-type="fig" rid="F5">Figures 5D,F</xref>). The non-stoichiometric and stoichiometric grain boundaries were also given as shown in the simulated high-angle annular dark-field (HAADF) images of <xref ref-type="fig" rid="F5">Figures 5C,E</xref>, respectively. Further simulations of the model structures revealed that the stable conditions of non-stoichiometric and stoichiometric grain boundary are the reducing conditions of &#x3bc;<sub>O</sub> &#x3c; &#x2212;2.5&#xa0;eV and a higher &#x3bc;<sub>O</sub> (i.e., oxidizing conditions), respectively. Accordingly, they inferred that the reducing atmosphere benefits to the preferential formation of the non-stoichiometric grain boundary. By the electron energy-loss spectroscopy (EELS) measurements, they confirmed the presence of oxygen vacancies at the grain boundary and the reduction tendency of the cerium ions at the grain boundary region due to the nearby oxygen vacancies (<xref ref-type="fig" rid="F5">Figures 5G,H</xref>). This work revealed that oxygen non-stoichiometry is significant for the stable grain boundary structure of ceria by sufficient experimental evidence, which paves the way for a comprehensive understanding of grain boundaries through atomic scale determination of atom and defect locations.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Atomic structure of a CeO<sub>2</sub> grain boundary: <bold>(A,B)</bold> HAADF <bold>(A)</bold> and ABF <bold>(B)</bold> images of a (210)&#x3a3;5 grain boundary in a CeO<sub>2</sub> thin film. <bold>(C&#x2013;F)</bold> Simulated HAADF and ABF images of the non-stoichiometric <bold>(C,D)</bold> and stoichiometric <bold>(E,F)</bold> grain boundary model structure. <bold>(G,H)</bold> Typical Ce M<sub>4,5</sub>-edge EELS spectra taken from the grain boundary and interior region and variation of the M<sub>5</sub>/M<sub>4</sub> intensity ratio at the two different regions. Reproduced with permission (<xref ref-type="bibr" rid="B37">Hojo et al., 2010</xref>), Copyright 2010, American Chemical Society.</p>
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<p>Besides, the defect engineering is generally used to construct a frustrated-Lewis-pair (FLP) catalyst. As discussed above, CeO<sub>2</sub> (110) exhibits the best reducible and active with the lowest vacancy-formation energy. Similarly, CeO<sub>2</sub> (110) presents the highest possibility for FLPs construction (<xref ref-type="bibr" rid="B41">Huang, 2016</xref>; <xref ref-type="bibr" rid="B127">Zhang et al., 2017</xref>). Many studies have proposed that FLPs constructed on defective ceria possess high activities for many small-molecule activation (such as, H<sub>2</sub>, NO, CO<sub>2</sub>) (<xref ref-type="bibr" rid="B70">Mo et al., 2015</xref>; <xref ref-type="bibr" rid="B84">Stephan and Erker, 2015</xref>; <xref ref-type="bibr" rid="B42">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B51">Li J. et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Li et al., 2022</xref>; <xref ref-type="bibr" rid="B128">Zhang et al., 2022</xref>; <xref ref-type="bibr" rid="B138">Zou et al., 2022</xref>). Qu&#x2019;s group have explored the adsorption and activation of CO<sub>2</sub> on CeO<sub>2</sub> (110) surface by DFT calculations and found that CO<sub>2</sub> can be easily activated on defective CeO<sub>2</sub> and further activated on FLPs because of the more negatively charged oxygen of CO<sub>2</sub>, when compared to CO<sub>2</sub> on an ideal CeO<sub>2</sub> (110) surface (<xref ref-type="fig" rid="F6">Figure 6A</xref>) (<xref ref-type="bibr" rid="B129">Zhang et al., 2019</xref>). This group have also prepared a porous nanorods of ceria (<italic>PN</italic>-CeO<sub>2</sub>) with mainly exposed (110) and (100) facets and constructed the solid FLPs by controlling surface defects of <italic>PN</italic>-CeO<sub>2</sub> for efficient hydrogenation (<xref ref-type="bibr" rid="B127">Zhang et al., 2017</xref>). They concluded that the high concentration of surface defects is important for constructing the FLP sites and improving their capability for H<sub>2</sub> activation. As shown in <xref ref-type="fig" rid="F6">Figure 6A</xref>, FLPs are combinations of Lewis acids (the reduced surface cerium atoms) and Lewis bases (the &#x201c;fixed&#x201d; surface lattice oxygen) that are sterically prevented from interaction to form Lewis acid-base adjuncts (<xref ref-type="bibr" rid="B127">Zhang et al., 2017</xref>; <xref ref-type="bibr" rid="B65">Ma et al., 2018</xref>). The surface properties, including electronic structures, defect concentration and spatial distance between Lewis acid and base sites (Ce&#xb7;&#xb7;&#xb7;O), are critical for construction of a new surface Lewis acidic center (<xref ref-type="bibr" rid="B42">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B65">Ma et al., 2018</xref>). Meanwhile, the acidity and basicity of Lewis sites and the spatial distance between Lewis acid and base sites are correlation with the catalytic activity (<xref ref-type="bibr" rid="B84">Stephan and Erker, 2015</xref>). There were many works to build the relationship between FLPs and catalytic activities. Zhang et al. compared different CeO<sub>2</sub> crystals, including CeO<sub>2</sub> nanorods (<italic>NR</italic>-CeO<sub>2</sub>) with FLPs, and CeO<sub>2</sub> cubes (<italic>NC</italic>-CeO<sub>2</sub>) and octahedra (<italic>NO</italic>-CeO<sub>2</sub>) without FLPs, to investigate their catalytic performance for cyclic carbonate production from a tandem transformation of olefins and CO<sub>2</sub>. These CeO<sub>2</sub> catalysts have the similar surface Ce<sup>3&#x2b;</sup> fractions of &#x223c;20.8% and surface oxygen vacancy percentages of &#x223c;24%. As expected, <italic>NR</italic>-CeO<sub>2</sub> with FLPs delivered the highest styrene conversion and selectivity for cyclic carbonates (<xref ref-type="fig" rid="F6">Figure 6B</xref>). To eliminate the influence of morphology on the formation of FLPs, <italic>NR</italic>-CeO<sub>2</sub> with less surface defect percentages were prepared by calcination at 300&#xb0;C and 500&#xb0;C in air. The best activity and highest selectivity were also achieved by the defect-enriched <italic>NR</italic>-CeO<sub>2</sub> sample (<xref ref-type="fig" rid="F6">Figures 6C,D</xref>). Furthermore, they synthesized a porous nanorods of CeO<sub>2</sub> (<italic>PN</italic>-CeO<sub>2</sub>) with a high surface Ce<sup>3&#x2b;</sup> fraction and obtained an improved selectivity of 94% for cyclic carbonates. Subsequently, Zhang et al. have designed a single-atom Pt anchored <italic>PN</italic>-CeO<sub>2</sub> catalyst (Pt<sub>1</sub>/<italic>PN</italic>-CeO<sub>2</sub>) with dual-active sites of Pt single-atoms and FLPs on <italic>PN</italic>-CeO<sub>2</sub> to ensure the effective activation of both CH<sub>3</sub>OH and H<sub>2</sub>O for high efficient H<sub>2</sub> generation at low temperatures (<xref ref-type="fig" rid="F6">Figure 6E</xref>) (<xref ref-type="bibr" rid="B128">Zhang et al., 2022</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Frustrated Lewis acid-base pairs (FLPs) of CeO<sub>2</sub>: <bold>(A)</bold> FLPs construction and adsorption configurations of CO<sub>2</sub> on CeO<sub>2</sub> (110) with different surface properties. <bold>(B&#x2013;D)</bold> Catalytic performance of various CeO<sub>2</sub> catalysts for CO<sub>2</sub> activation for cycloaddition (reaction conditions: styrene (4&#xa0;mmol), <italic>t</italic>-butylhydroperoxide (0.65 ml, 70&#xa0;wt% aqueous solution), tetrabutylammonium bromide (40&#xa0;mg), CeO<sub>2</sub> (40/8&#xa0;mg), 80&#xb0;C, 2&#xa0;MPa CO<sub>2</sub>, 14&#xa0;h). Reproduced with permission (<xref ref-type="bibr" rid="B129">Zhang et al., 2019</xref>), Copyright 2019, American Chemical Society. <bold>(E)</bold> H<sub>2</sub> generation rates at different reaction temperatures catalyzed by Pt anchored CeO<sub>2</sub> catalyst with different Pt sizes or CeO<sub>2</sub> defect concentration. Reproduced with permission (<xref ref-type="bibr" rid="B128">Zhang et al., 2022</xref>), Copyright 2022, Springer Nature.</p>
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<sec id="s3">
<title>3 Applications in energy storage and conversion</title>
<sec id="s3-1">
<title>3.1 Photocatalytic applications</title>
<p>Photocatalysis is a green chemical pathway with important application prospects in the fields of energy conversion and environmental protection, which has the advantages of simple operation, low energy consumption, no secondary pollution, and high efficiency. Besides, photocatalysis is an important solar fuel production technology due to its potential for producing valuable compounds while mitigating carbon dioxide emissions. In this respect, semiconductor photocatalysis has been widely used in CO<sub>2</sub> reduction (<xref ref-type="bibr" rid="B95">Tran et al., 2022</xref>), hydrogen evolution (<xref ref-type="bibr" rid="B17">Dung Van et al., 2021</xref>), N<sub>2</sub> reduction to synthesize ammonia (<xref ref-type="bibr" rid="B31">Han et al., 2021</xref>), pollutant degradation (<xref ref-type="bibr" rid="B14">Dai Y. et al., 2018</xref>), photolysis of water (<xref ref-type="bibr" rid="B108">Wei et al., 2019</xref>), etc. In photocatalysis, semiconductors with a smaller half-band gap are more favorable for the photocatalytic reaction and widely used as photocatalysts, whose electrons (e<sup>&#x2212;</sup>) are more easily activated and transferred from the valence band to the conduction band. In the various photocatalyst semiconductors, TiO<sub>2</sub>, CdS, ZnO, MoP, g-C<sub>3</sub>N<sub>4</sub>, etc., have been extensively investigated (<xref ref-type="bibr" rid="B133">Zhao et al., 2020</xref>). As is well-known, the experimental band gap of O 2<italic>p</italic>&#x2192;Ce 4<italic>f</italic> transition is only about 3.2&#xa0;eV (<xref ref-type="bibr" rid="B12">Corma et al., 2004</xref>). On account of its high capacity of store and release oxygen and great chemical stability, CeO<sub>2</sub> is becoming a great promising candidate (<xref ref-type="bibr" rid="B118">Yang et al., 2019</xref>). For example, <xref ref-type="bibr" rid="B43">Ji et al. (2008)</xref> synthesized ordered mesoporous CeO<sub>2</sub> nano-crystalline and obtained a high photocatalytic activity for the decomposition of the azo dye acid orange under visible light illumination, which greatly outperformed TiO<sub>2</sub> P25. As demonstrated by <xref ref-type="bibr" rid="B3">Arul et al. (2015)</xref>, the Fe-doped CeO2 hierarchically porous nanostructured showed a great photocatalytic activity for methylene blue degradation under UV&#x2013;visible light illumination. In this section, the applications in photocatalytic CO<sub>2</sub> conversion and hydrogen evolution reaction of CeO<sub>2</sub>-based photocatalysts are overviewed.</p>
<sec id="s3-1-1">
<title>3.1.1 CO<sub>2</sub> conversion</title>
<p>In photocatalytic CO<sub>2</sub> conversion, the regulation of structure and the binding site location plays an important role in improving conversion efficiency. Oxides of rare Earth metals not only exhibit an excellent capability during the CO<sub>2</sub> adsorption process, but also present a high charge separation efficiency <italic>via</italic> the addition of surface oxygen vacancies (<xref ref-type="bibr" rid="B73">Muhammad et al., 2020</xref>). Hence, rare Earth metals have been considered as the highly viable options for photocatalytic CO<sub>2</sub> conversion. Ceria was widely studied due to its high chemical stability and outstanding oxygen storage-and-release capability. Besides above mentioned advantages, Fiorenza and co-workers have further emphasized the photocatalytic capability of ceria. They pointed out that the combination of light and temperature can greatly enhance the performance of ceria photocatalysis (<xref ref-type="bibr" rid="B21">Fiorenza et al., 2022</xref>). Despite the intrinsic ability of pristine CeO<sub>2</sub>, a higher CO<sub>2</sub> conversion performance is desired by the optimization of the conduction band (CB) position and quick electron-hole recombination. To achieve high activity and product selectivity in photocatalytic CO<sub>2</sub> conversion, numerous catalysts modified techniques, such as metal or non-metal doping (<xref ref-type="bibr" rid="B103">Wang M. et al., 2022</xref>), building heterojunction (<xref ref-type="bibr" rid="B30">Hamidah Abdullah et al., 2017</xref>), and oxygen vacancy engineering (<xref ref-type="bibr" rid="B35">Hezam et al., 2020</xref>), have been reported, which benefit to promote CO<sub>2</sub> molecule activation and adsorption. We mainly summarized the improved CeO<sub>2</sub>-based photocatalysts through element doping, heterojunction building and vacancy engineering in this section.</p>
<p>Elements doping has impacts on the electronic structures of the semiconductor photocatalyst, particularly the bandgap. Transition metal are the common dopant elements for optical and photoelectrochemical semiconductor modification, among which the most widely used include Fe, Ni, Cr, Ag, and so on (<xref ref-type="bibr" rid="B107">Wang Y. et al., 2019</xref>; <xref ref-type="bibr" rid="B75">Prajapati et al., 2022</xref>). Through the dispersion of Ag particles on CeO<sub>2</sub> surfaces, Cai and co-authors have investigated the impact of surface plasmon effect on photocatalytic CO<sub>2</sub> conversion efficiency. It is noteworthy that the Ag-CeO<sub>2</sub> photocatalyst, which was created <italic>via</italic> a straightforward solvent-based method, can simultaneously produce CH<sub>4</sub> and CH<sub>3</sub>OH after 6&#xa0;h of visible light irradiation, giving 100 and 35&#xa0;mol&#xb7;g<sup>&#x2212;1</sup> h<sup>&#x2212;1</sup> of CH<sub>4</sub> and CH<sub>3</sub>OH, respectively (<xref ref-type="bibr" rid="B8">Cai et al., 2018</xref>). Furthermore, in numerous studies, non-metal doping has been mentioned as a viable method to improve photocatalytic activity. Non-metal-loaded elements that could widen the absorption zone to absorb visible light include nitrogen (N) (<xref ref-type="bibr" rid="B81">Shen et al., 2020</xref>), sulfur (S) (<xref ref-type="bibr" rid="B105">Wang et al., 2021</xref>), and phosphate (P) (<xref ref-type="bibr" rid="B54">Li W. et al., 2021</xref>). Excellent CO<sub>2</sub> reduction was demonstrated by nitrogen-doped CeO<sub>2</sub>, with CO and CH<sub>4</sub> yields of 1.83 and 1.25&#xa0;&#x3bc;mol&#xb7;g<sup>&#x2212;1</sup>, respectively, being 2.5 times higher than those of nanocasted ordered mesoporous CeO<sub>2</sub> (OMCe) (<xref ref-type="fig" rid="F7">Figures 7A&#x2013;C</xref>) (<xref ref-type="bibr" rid="B81">Shen et al., 2020</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Design of CeO<sub>2</sub>-based photocatalysts for photocatalytic CO<sub>2</sub> conversion: <bold>(A&#x2013;C)</bold> A nitrogen-doped mesoporous CeO<sub>2</sub> (NMCe) as an efficient visible-light-driven catalyst for CO<sub>2</sub> photoreduction. Reproduced with permission (<xref ref-type="bibr" rid="B81">Shen et al., 2020</xref>), Copyright 2020, Elsevier. <bold>(D&#x2013;F)</bold> Photocatalytic activity and reaction mechanism analysis of hollow heterostructured g-C<sub>3</sub>N<sub>4</sub>@CeO<sub>2</sub> photocatalysts. Reproduced with permission (<xref ref-type="bibr" rid="B58">Liang et al., 2019</xref>). Copyright 2019, Elsevier. <bold>(G&#x2013;I)</bold> Producing oxygen vacancy with high stability in CeO<sub>2-<italic>x</italic>
</sub> by introducing Cu. Reproduced with permission (<xref ref-type="bibr" rid="B102">Wang M. et al., 2019</xref>). Copyright 2019, American Chemical Society.</p>
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<p>The photocatalytic efficiency of pure CeO<sub>2</sub> as a photocatalyst is insufficient. Heterojunction of CeO<sub>2</sub> and other nanomaterials is able to overcome the limitations of single component and lead to the synergistic effect, which has been considered as one of the most promising structures to improve its photocatalytic activity. Heterojunction possesses a great benefit in separating photoinduced (e)&#x2014;(h&#x2b;) pairs and takes full advantage of the individual functional properties of each component (<xref ref-type="bibr" rid="B130">Zhang W. et al., 2020</xref>). Dai and co-workers prepared the CeO<sub>2</sub>/Bi<sub>2</sub>MoO<sub>6</sub> heterostructured microspheres with different CeO<sub>2</sub> contents <italic>via</italic> a facile solvothermal route. The heterojunction of CeO<sub>2</sub>/Bi<sub>2</sub>MoO<sub>6</sub> nanocomposite showed a high specific surface area and a significantly enhanced response to visible light, which is conductive to improve the charge carrier separation and transfer efficiency. As a result, 5% CeO<sub>2</sub>-Bi<sub>2</sub>MoO<sub>6</sub> with the best activity in photocatalytic CO<sub>2</sub> reduction toward the generation of CH<sub>3</sub>OH and C<sub>2</sub>H<sub>5</sub>OH realized the yields of 32.5 and 25.9&#xa0;&#x3bc;mol&#xb7;g<sub>cat</sub>
<sup>&#x2212;1</sup> for CH<sub>3</sub>OH and C<sub>2</sub>H<sub>5</sub>OH, respectively (<xref ref-type="bibr" rid="B13">Dai W. et al., 2018</xref>). Layered graphitic carbon compound (g-C<sub>3</sub>N<sub>4</sub>) exhibits wonderful photocatalytic activity due to its high reducibility and visual lightweight absorption, but the low specific area and speedy charge recombination in pristine g-C<sub>3</sub>N<sub>4</sub> have prevented its practical use (<xref ref-type="bibr" rid="B6">Bian et al., 2018</xref>). <xref ref-type="bibr" rid="B58">Liang et al. (2019)</xref> designed a hollow g-C<sub>3</sub>N<sub>4</sub>@CeO<sub>2</sub> heterostructure photocatalyst with abundant oxygen vacancies to enhance light utilization and catalytic activities. Because of the unique structure, the synergetic effect and oxygen vacancies, g-C<sub>3</sub>N<sub>4</sub>@CeO<sub>2</sub> makes multiple reflections of light in the cavity and contributes greatly to the enhanced CO<sub>2</sub> adsorption capability, thus achieving a much earlier CH<sub>4</sub> generating and a higher CH<sub>4</sub> concentration in comparison to that of the pristine g-C<sub>3</sub>N<sub>4</sub> and CeO<sub>2</sub>. The g-C<sub>3</sub>N<sub>4</sub>@CeO<sub>2</sub> with a CeO<sub>2</sub> loading of 49.7 wt% showed the best CO<sub>2</sub> photoreduction performance with the yields of CH<sub>3</sub>OH (5.2&#xa0;&#x3bc;mol&#xb7;g<sup>&#x2212;1</sup>), CO (16.8&#xa0;&#x3bc;mol&#xb7;g<sup>&#x2212;1</sup>) and CH<sub>4</sub> (3.5&#xa0;&#x3bc;mol&#xb7;g<sup>&#x2212;1</sup>) (<xref ref-type="fig" rid="F7">Figure 7D</xref>). Further mechanism analysis deduced that the photogenerated electrons in the CB of the g-C<sub>3</sub>N<sub>4</sub> are able to migrate to the CB of the CeO<sub>2</sub> while the holes generated in the CeO<sub>2</sub> will transfer to the valence band (VB) of the g-C<sub>3</sub>N<sub>4</sub> for the g-C<sub>3</sub>N<sub>4</sub>@CeO<sub>2</sub> composites (<xref ref-type="fig" rid="F7">Figure 7E</xref>). Such interfacial electron transfer contributes greatly to the separation efficiency of electron-hole pairs resulting and thus the accumulated electron-hole pairs on the CeO<sub>2</sub> surface promote the generation of CH<sub>4</sub>, which was demonstrated by the obvious surface photovoltage spectroscopy (SPS) signal in visible light region of g-C<sub>3</sub>N<sub>4</sub>@CeO<sub>2</sub> (<xref ref-type="fig" rid="F7">Figure 7F</xref>). This work provides a novel approach to produce g-C<sub>3</sub>N<sub>4</sub>-based photocatalysts in the absence of noble metal for the high efficiency CO<sub>2</sub> photocatalytic reduction and clear the charge transfer and catalytic mechanism from the perspectives of structural design and atomic-level regulation.</p>
<p>The poor photocatalytic CO<sub>2</sub> performances on pure CeO<sub>2</sub> are mainly due to its wide band gap and low light absorption (<xref ref-type="bibr" rid="B114">Xie et al., 2017</xref>). Therefore, oxygen vacancy introduction in the CeO<sub>2</sub> nanocrystal structure also has attracted strong interest, which can enhance visible-light absorption ability. Introducing oxygen vacancies can make CO<sub>2</sub> molecules more easily adsorbed and activated on the photocatalyst surface due to the abilities of providing active sites and increasing the CO<sub>2</sub> adsorption energy. Furthermore, the defect energy level generated by oxygen vacancies is supposed to promote the separation and suppress the recombination of electron-hole and change the transfer path of carriers (<xref ref-type="bibr" rid="B104">Wang et al., 2020</xref>). <xref ref-type="bibr" rid="B48">Lai et al. (2022)</xref> have introduced surface oxygen vacancies by preparing porous iron-doped ceria, which significantly improved the light absorption performance of ceria in the application of photocatalytic CO<sub>2</sub> conversion. In spite of introducing oxygen vacancies is able to significantly enhance the CO<sub>2</sub> photoreduction performance of CeO<sub>2</sub>, its activity would decrease because the stability of the generated oxygen vacancies is insufficient with gradually filling or losing during the photoreduction process. In order to achieve and maintain a high CO<sub>2</sub> reductive activity of CeO<sub>2</sub>, Wang and co-workers introduce Cu into CeO<sub>2</sub> to generate and stabilize oxygen vacancies (CeO<sub>2&#x2013;<italic>x</italic>
</sub>) (<xref ref-type="bibr" rid="B102">Wang M. et al., 2019</xref>). They found that the Cu-introduced sample show a lower photoluminescence intensity, indicating the extremely enhanced charge transfer between CeO<sub>2</sub> and Cu species and the effectively inhibited electron-hole recombination, thus leading to a prolonged carriers&#x2019; lifetime and stabilized oxygen vacancies. By further catalytic mechanism analysis, they proposed the possible reaction mechanism of photocatalytic CO<sub>2</sub> conversion on the Cu/CeO<sub>2-<italic>x</italic>
</sub> catalysts and confirmed that the introduction of Cu alters the configurations of the adsorbed CO<sub>2</sub> on CeO<sub>2&#x2013;<italic>x</italic>
</sub>. Therein, Cu/CeO<sub>2-<italic>x</italic>
</sub>-0.1 presented the best photocatalytic performance with a CO yield of 8.25&#xa0;&#x3bc;mol&#xb7;g<sup>&#x2212;1</sup> during 5&#xa0;h of Xe-light irradiation and excellent chemical stability (<xref ref-type="fig" rid="F7">Figures 7G&#x2013;I</xref>).</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Photocatalytic hydrogen evolution reaction</title>
<p>Because of the concerns on the sustainability of fossil fuels, photocatalysis is always research focus to create effective, sustainable, and varied energy storage technologies. H<sub>2</sub> is considered as a promising renewable energy source due to its high energy density of 143&#xa0;kJ&#xb7;g<sup>&#x2212;1</sup> and the advantages of low emission and no pollution (<xref ref-type="bibr" rid="B117">Xu and Xu, 2015</xref>). For a long time, most of the H<sub>2</sub> is produced by hydrocarbon steam reforming or coal gasification, which are high energy-consuming (<xref ref-type="bibr" rid="B133">Zhao et al., 2020</xref>). Currently, the photocatalytic hydrogen evolution reaction (HER) has been considered as a prospective approach to produce H<sub>2</sub> by an environment-friendly way and attracted lots of research. However, HER is a multielectron, endothermic uphill reaction that requires a high positive Gibb&#x2019;s free energy (<xref ref-type="bibr" rid="B87">Sultana et al., 2021</xref>). Generally, 2.458&#xa0;eV energy is required to split one water molecule to generate one hydrogen molecule, thus a highly active photocatalyst that possesses capability of decreasing the energy barrier is necessary. Numerous semiconductor photocatalysts with a narrow bandgap and imperative photoredox behavior have been applied in the photolytic HER. Recently, on account of the easy conversion between Ce<sup>3&#x2b;</sup> and Ce<sup>4&#x2b;</sup> and abundant oxygen vacancies, CeO<sub>2</sub> has been used in the photocatalytic HER. Dong et al. have synthesized the CeO<sub>2</sub> nanorods and found that the pure CeO<sub>2</sub> presented a favorable photocatalytic activity with a high H<sub>2</sub> production rate of &#x223c;25.10&#xa0;&#x3bc;mol&#xb7;g<sup>&#x2212;1</sup> (after solar light irradiation for 5&#xa0;h) (<xref ref-type="bibr" rid="B16">Dong et al., 2018</xref>). Moreover, a variety of CeO<sub>2</sub>-based nanostructures, such as Au/CeO<sub>2</sub> (<xref ref-type="bibr" rid="B76">Primo et al., 2012</xref>), ZnO/CeO<sub>2</sub> (<xref ref-type="bibr" rid="B122">Zeng et al., 2014</xref>), CeO<sub>2</sub>/g-C<sub>3</sub>N<sub>4</sub> (<xref ref-type="bibr" rid="B137">Zou et al., 2017</xref>), etc., were reported to strengthen the photocatalytic activity of HER. In this section, we overviewed the mechanism of photocatalytic water splitting for H<sub>2</sub> production on CeO<sub>2</sub>-based catalysts. Meanwhile, applications of various CeO<sub>2</sub>-based nanostructures in photocatalytic HER were summarized from pristine CeO<sub>2</sub> to element-doped CeO<sub>2</sub> and CeO<sub>2</sub>-based heterostructure.</p>
<p>As introduced by previous reports, water splitting over ceria mainly includes water hydroxylation and H<sub>2</sub> formation. As shown in <xref ref-type="fig" rid="F8">Figure 8A</xref>, water molecule first adsorbs by the oxygen atom on the top of the cerium atom of CeO<sub>2</sub> (111) and occurs dissociation near the oxygen vacancy of defect enriched CeO<sub>2</sub> (111) accompanied by the bonding between one hydrogen atom of water and the surface oxygen atom of CeO<sub>2</sub>. Water dissociation into hydroxyl occurs, followed by hydroxyl decomposition and H<sub>2</sub> liberation through an asymmetric process. Therein, the surface vacancies facilitate the water dissociation step and the process is accompanied by the oxidation of Ce<sup>3&#x2b;</sup> to Ce<sup>4&#x2b;</sup> (<xref ref-type="bibr" rid="B63">Lu et al., 2011</xref>; <xref ref-type="bibr" rid="B10">Chen et al., 2013</xref>; <xref ref-type="bibr" rid="B32">Hansen and Wolverton, 2014</xref>; <xref ref-type="bibr" rid="B109">Wu et al., 2019</xref>). Because different CeO<sub>2</sub> facets show different oxygen and cerium coordination, many studies have developed CeO<sub>2</sub> nanostructures with highly active exposed crystal planes in photocatalytic HER. Tong and co-authors prepared the oriented hexagonal CeO<sub>2</sub> nanorods with (110) as the predominantly exposed planes by a facile electrochemical method (<xref ref-type="fig" rid="F8">Figures 8B,C</xref>) (<xref ref-type="bibr" rid="B63">Lu et al., 2011</xref>). Hexagonal CeO<sub>2</sub> nanorods present an excellent redox capability thus a super photocatalytic activity for HER. The H<sub>2</sub> evolution rate on CeO<sub>2</sub> nanorods was about 741&#xa0;&#x3bc;mol&#xa0;g<sup>&#x2212;1</sup> h<sup>&#x2212;1</sup> with Na<sub>2</sub>S-Na<sub>2</sub>SO<sub>3</sub> sacrificial agents, which was much higher than that of the commercial CeO<sub>2</sub> or CdS. However, the photocatalytic efficiency of pure CeO<sub>2</sub> is still not desirable on account of the rapid electron-hole recombination and low proportion of surface active sites. Therefore, non-metallic element doped CeO<sub>2</sub> and CeO<sub>2</sub>-based heterojunction structures have been extensively studied. Hao et al. synthesized a N,S-doped C-encapsulated CeO<sub>2</sub> hinge-like nanostructure (CeO<sub>2</sub>@N,S-C HN) to improve the separation efficiency of photoinduced electrons-hole pairs and expose more accessible active sites in the photocatalytic reactions (<xref ref-type="fig" rid="F8">Figures 8D,E</xref>) (<xref ref-type="bibr" rid="B33">Hao et al., 2020</xref>). The CeO<sub>2</sub>@N,S-C HN showed a mass-normalized rate of H<sub>2</sub> production of 555&#xa0;&#x3bc;mol&#xa0;h<sup>&#x2212;1</sup>&#xb7;g<sup>&#x2212;1</sup>, which is remarkably higher than that of CeO<sub>2</sub>@C HN (405&#xa0;&#x3bc;mol&#xa0;h<sup>&#x2212;1</sup>&#xb7;g<sup>&#x2212;1</sup>), CeO<sub>2</sub> HN (325&#xa0;&#x3bc;mol&#xa0;h<sup>&#x2212;1</sup>&#xb7;g<sup>&#x2212;1</sup>), and commercial CeO<sub>2</sub> (195&#xa0;&#x3bc;mol&#xa0;h<sup>&#x2212;1</sup>&#xb7;g<sup>&#x2212;1</sup>) (<xref ref-type="fig" rid="F8">Figure 8F</xref>). Moreover, the CeO<sub>2</sub>@N,S-C HN had a long-term stability without visible activity degeneration after four cycles. Through the spin-polarized DFT calculations, they found that the CeO<sub>2</sub>@N,S-C HN with a lower Gibbs free energy for the formation of the intermediate state (H&#x2a;) of 0.08&#xa0;eV exhibited the best HER performance in comparison to pristine CeO<sub>2</sub> (0.30&#xa0;eV) and N,S-C (0.93&#xa0;eV) (<xref ref-type="fig" rid="F8">Figure 8G</xref>). They further deduced that the strong interaction between N,S-C HN and CeO<sub>2</sub> (111) was beneficial to the photogenerated carriers transfer and separation, thereby enhancing the catalytic performance for HER. In order to reduce the bandgap energy and enhance plasmonic characteristics toward the visible-light range, introducing nitrogen dopants (such as substitutional and interstitial N sites) to ceria is often used, which can increase oxygen vacancies and Ce<sup>3&#x2b;</sup> active defects. <xref ref-type="bibr" rid="B98">Van Dao et al. (2021)</xref> synthesized a nitrogen-doped ceria coupled with nitrogen-doped graphene (3.9% N-CeO<sub>2</sub>/N-Gr), which exhibited better photocatalytic properties than N-CeO<sub>2</sub> and CeO<sub>2</sub>. In this case, a super HER rate of 3.7&#xa0;&#x3bc;mol&#xb7;mg<sub>cat</sub>
<sup>&#x2212;1</sup>&#xb7;h<sup>&#x2212;1</sup> under visible-light irradiation and remarkable durability were realized by the obtained N-CeO<sub>2</sub>/N-Gr photocatalyst. The reduced bandgap energy confirmed by the DFT calculations can be ascribed to the synergistically electronic effects between 3.9% N-CeO<sub>2</sub> and N-Gr. Besides, the unique structure with a N-Gr shell, N-Gr network and 3.9% N-CeO<sub>2</sub> core benefits to play the best role for every component. For the N-CeO<sub>2</sub>/N-Gr photocatalyst, the N-CeO<sub>2</sub> possesses more oxygen vacancies and Ce<sup>3&#x2b;</sup> active defects for enhancing plasmonic properties in the visible-light range; and the N-Gr perfectly performs as an electron reservoir to accumulate plasmon-induced electrons traveling from 3.9% N-CeO<sub>2</sub> and to suppress the recombination of photoinduced electron-hole pairs. The photocatalytic performance of the heterojunctions is strongly influenced by the interfacial contact between the CeO<sub>2</sub> and the other semiconductors (<xref ref-type="bibr" rid="B116">Xu et al., 2014</xref>). Therefore, CeO<sub>2</sub> is often combined with other photocatalysts/co-catalysts. Shen and co-authors composited CeO<sub>2</sub> with W<sub>18</sub>O<sub>49</sub> to prepare the novel Z-scheme heterojunction photocatalyst W<sub>18</sub>O<sub>49</sub>/CeO<sub>2</sub>. The W<sub>18</sub>O<sub>49</sub>/CeO<sub>2</sub> composite showed a high hydrogen production efficiency of &#x223c;0.2061&#xa0;mmol&#xb7;g<sup>&#x2212;1</sup>&#xb7;h<sup>&#x2212;1</sup>, which was about 1.93 times higher than that of the pure CeO<sub>2</sub>. They proved that the Z-scheme heterojunction structure at the contact interface of W<sub>18</sub>O<sub>49</sub> and CeO<sub>2</sub> greatly increased the accumulation of photo-generated electrons and the separation efficiency of the charge carriers, thus enhancing the photocatalytic performance for hydrogen evolution.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Applications of CeO<sub>2</sub>-based nanostructures for photocatalytic hydrogen evolution reaction: <bold>(A)</bold> Processes involved in CeO<sub>2</sub>-based photocatalytic water splitting reaction. Reproduced with permission (<xref ref-type="bibr" rid="B63">Lu et al., 2011</xref>; <xref ref-type="bibr" rid="B117">Xu and Xu, 2015</xref>) Copyright 2015, Elsevier. <bold>(B,C)</bold> The oriented hexagonal CeO<sub>2</sub> nanorods with (110) as the predominantly exposed planes. Reproduced with permission (<xref ref-type="bibr" rid="B63">Lu et al., 2011</xref>). Copyright 2011, Royal Society of Chemistry. <bold>(D&#x2013;G)</bold> Combining N,S-codoped C and CeO<sub>2</sub> in a 3D hinge-like structure for efficient photocatalytic hydrogen evolution. Reproduced with permission (<xref ref-type="bibr" rid="B33">Hao et al., 2020</xref>). Copyright 2020, American Chemical Society.</p>
</caption>
<graphic xlink:href="fchem-10-1089708-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Electrocatalytic applications</title>
<p>Electrocatalysis as a promising energy conversion technique has attracted extensive attention worldwide, which provides a clean and convenient route to transfer the universal sources into value-added chemicals and storage chemical energy <italic>via</italic> battery systems. In the last decades, remarkable efforts have been devoted to the development of cost-efficient electrocatalysts for related reactions such as hydrogen evolution reaction (HER), hydrogen oxidation reaction (HOR), oxygen evolution reaction (OER), oxygen reduction reaction (ORR), methanol/ethanol oxidation reaction, carbon dioxide reduction reaction, nitrogen reduction reaction and sulfur reduction reaction. Currently, noble metals (like Pt or Ru) and noble metal oxides (like IrO<sub>2</sub> or RuO<sub>2</sub>) are the most outstanding electrocatalysts for these catalytic processes. However, the insufficient reserves and high cost of these materials limit their practical uses (<xref ref-type="bibr" rid="B15">Danilovic et al., 2014</xref>). Moreover, the catalytic activity and selectivity for targeted products of these reported electrocatalysts still need to be strengthened. CeO<sub>2</sub> with a series of unique properties as summarized above has been exploited as an effective and promising electrocatalyst or catalyst support in many electrocatalysis systems in recent years (<xref ref-type="bibr" rid="B101">Wang J. et al., 2019</xref>). In this section, the applications of CeO<sub>2</sub>-based electrocatalysts in different electrocatalytic reaction of several representative electrochemical systems, including electrolytic water-splitting devices, proton exchange membrane fuel cells, solid oxide fuel cells and lithium-sulfur batteries, are overviewed.</p>
<sec id="s3-2-1">
<title>3.2.1 Electrolytic water-splitting devices</title>
<p>Splitting water electrochemically and its reversed process form hydrogen and oxygen cycle for energy storage and energy conversion, which involve four critical half-cell reactions, i.e., the HER and oxygen evolution reaction (OER) for energy storage by water electrolysis, and the hydrogen oxidation reaction (HOR) and oxygen reduction reaction (ORR) for energy conversion in fuel cells. Photocatalytic HER is a promising approach to producing H<sub>2</sub> in an environment-friendly way, CeO<sub>2</sub>-based photocatalysts for HER have been overviewed in the previous section of photocatalytic applications. In this section, we mainly focus on the OER in the water-splitting process. Because of the slow kinetics of the four-electron process, it is generally known that the OER is the bottleneck in the water-splitting processes. In this regard, it is of a great desire to design active OER catalysts that can accelerate O-H bond breaking and O-O bond formation (<xref ref-type="bibr" rid="B26">Gao et al., 2018</xref>; <xref ref-type="bibr" rid="B124">Zhang et al., 2021</xref>). On account of its superior ionic conductivity and large oxygen storage capacity, CeO<sub>2</sub> is frequently utilized as a cocatalyst to enhance the charge transfer and energy conversion efficiency of OER catalysts, as well as the OER kinetics (<xref ref-type="bibr" rid="B34">He et al., 2019</xref>). The synergistic effect, high surface area, and unique structure of the catalyst all contribute to the enhanced activities (<xref ref-type="bibr" rid="B132">Zhao et al., 2018</xref>). Cobalt-based spinel oxides, as one of the promising OER electrocatalysts in alkaline medium, show limited catalytic activity due to the abundant existence of relatively inactive Co<sup>3&#x2b;</sup> octahedral coordination (<xref ref-type="bibr" rid="B99">Wang et al., 2016</xref>). Qiu and co-workers have built the CeO<sub>2</sub>-induced interfacial Co<sup>2&#x2b;</sup> octahedral sites and oxygen vacancies to improve the OER performance of Co<sub>3</sub>O<sub>4</sub> (<xref ref-type="fig" rid="F9">Figure 9A</xref>) (<xref ref-type="bibr" rid="B77">Qiu et al., 2019</xref>). As shown in <xref ref-type="fig" rid="F9">Figure 9B</xref>, the ratio of Co<sup>3&#x2b;</sup>/Co<sup>2&#x2b;</sup> in CeO<sub>2</sub>/Co<sub>3</sub>O<sub>4</sub> was lower than that of the pristine Co<sub>3</sub>O<sub>4</sub>, accompanied by the increased ratio of Ce<sup>4&#x2b;</sup>/Ce<sup>3&#x2b;</sup> and oxygen vacancies, which was evidenced by X-ray photoelectron spectroscopy (XPS) and Co L-edge X-ray absorption near-edge structure (XANES). As expected, CeO<sub>2</sub>/Co<sub>3</sub>O<sub>4</sub> interfacial nanotubes show excellent OER performance with an obviously decreased overvoltage of 265&#xa0;mV at a current density of 10&#xa0;mA&#xb7;cm<sup>&#x2212;2</sup>, which is much lower than those of Co<sub>3</sub>O<sub>4</sub> (340&#xa0;mV) and commercially available RuO<sub>2</sub> catalysts (360&#xa0;mV) (<xref ref-type="fig" rid="F9">Figure 9C</xref>). Meanwhile, CeO<sub>2</sub>/Co<sub>3</sub>O<sub>4</sub> interface nanotubes with a Ce/Co ration of 2:20 can achieve an ultrahigh mass activity with a current density of 128.6&#xa0;A&#xb7;g<sup>&#x2212;1</sup> at a given overpotential of 340&#xa0;mV and enable an OER Faradaic efficiency of &#x223c;99%. <xref ref-type="bibr" rid="B56">Li et al. (2022)</xref> have reported a very different conclusion on the valence of active Co ions by using CeO<sub>2</sub> nanoparticles anchored Co layered double hydroxide (LDH) as a catalyst. They deemed that the Co<sup>3&#x2b;</sup> with strong Lewis acidity helps the binding of OH<sup>&#x2212;</sup> and thus benefiting the formation and transformation of oxygen-containing intermediates by forming CoOOH active species (<xref ref-type="bibr" rid="B57">Li Z. et al., 2021</xref>). Besides the electrochemical water-splitting in alkaline electrolyzers, the proton exchange membrane water electrolyzers show more promise for practical applications and have benefits for overall water-splitting. However, OER electrocatalysts in acidic conditions are facing great challenges in their longevity on account of the highly oxidizing and corrosively acidic operating environments. Gou and co-workers have prepared the amorphous IrO<sub>
<italic>x</italic>
</sub>/CeO<sub>2</sub> nanowire electrocatalysts, featured by nanoscale intimacy and amorphous structure, for water oxidation in 0.5&#xa0;M H<sub>2</sub>SO<sub>4</sub>, which are providing abundant binary interfaces and favorable kinetics for acidic OER (<xref ref-type="bibr" rid="B28">Gou et al., 2022</xref>). They pointed out that CeO<sub>2</sub> as an electron buffer can not only regulate the adsorption of oxygen intermediates and lowers the activation barrier of OER, but also suppress the over-oxidation and dissolution of iridium (<xref ref-type="fig" rid="F9">Figure 9D</xref>). As a result, IrO<sub>
<italic>x</italic>
</sub>/CeO<sub>2</sub> significantly enhanced the OER activity and stability. Iridium/CeO<sub>2</sub> ratios of 0.6&#xa0;M (IrO<sub>x</sub>/CeO<sub>2</sub>-0.6) delivered the best electrocatalytic OER performances with a high mass activity of 167&#xa0;A g<sub>Ir</sub>
<sup>&#x2212;1</sup> at 1.51&#xa0;V, a low overpotential of 220&#xa0;mV at 10&#xa0;mA&#xb7;cm<sup>&#x2212;2</sup>, and a stable performance for 300&#xa0;h of continuous operation in acid (<xref ref-type="fig" rid="F9">Figures 9E,F</xref>). This work provides a reasonable strategy for constructing acid-resistant OER electrocatalysts.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Applications of CeO<sub>2</sub> in electrolytic water-splitting: <bold>(A&#x2013;C)</bold> The interaction between catalytically inactive CeO<sub>2</sub> and spinel structure Co<sub>3</sub>O<sub>4</sub> <bold>(A)</bold>, and the characteristics of chemical status <bold>(B)</bold> and electrocatalytic activity <bold>(C)</bold> for the as-made Co<sub>3</sub>O<sub>4</sub>-based catalysts. Reproduced with permission (<xref ref-type="bibr" rid="B77">Qiu et al., 2019</xref>). Copyright 2019, American Chemical Society. <bold>(D&#x2013;F)</bold> Catalysis mechanism of IrO<sub>
<italic>x</italic>
</sub>/CeO<sub>2</sub> <bold>(D)</bold> and the electrocatalytic performances <bold>(E,F)</bold>. Reproduced with permission (<xref ref-type="bibr" rid="B28">Gou et al., 2022</xref>). Copyright 2022, Elsevier.</p>
</caption>
<graphic xlink:href="fchem-10-1089708-g009.tif"/>
</fig>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Proton exchange membrane fuel cells</title>
<p>The proton exchange membrane fuel cell (PEMFC) with considerable power density and energy efficiency is one of the most promising candidates for renewable and sustainable energy conversion devices because of its zero CO<sub>2</sub> emissions, which is widely used as clean energy conversion devices, especially in vehicles and some mobile systems powering. The configuration of PEMFC can be seen in <xref ref-type="fig" rid="F10">Figure 10A</xref>. During the PEMFC working, H<sub>2</sub> gas at the anode is oxidized to release protons and electrons, then the released electrons generate electricity at the external circuit. The protons, i.e., hydrogen ions, migrate through the polymer electrolyte (proton exchange membrane) to recombine with electrons and oxygen and produce water at the cathode (<xref ref-type="bibr" rid="B66">Majlan et al., 2018</xref>). Therein, the catalyst is necessary for accelerating the oxidation of hydrogen gas and reducing oxygen gas to water. The high cost owing to the use of noble metals as catalysts slows the development and commercialization of PEMFCs (<xref ref-type="bibr" rid="B93">Tasic et al., 2009</xref>). Therefore, reducing the use of noble metal catalysts and gradually replacing noble metal with a non-noble metal in the anode, is an important direction for the development of PEMFCs.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Applications of CeO<sub>2</sub> in PEMFC: <bold>(A)</bold> Basic structure of a PEMFC. Reproduced with permission (<xref ref-type="bibr" rid="B66">Majlan et al., 2018</xref>). Copyright 2018, Elsevier. <bold>(B,C)</bold> High efficient Pt doped cerium oxide thin film as anode for PEMFCs. Reproduced with permission (<xref ref-type="bibr" rid="B20">Fiala et al., 2016</xref>). Copyright 2016, Elsevier.</p>
</caption>
<graphic xlink:href="fchem-10-1089708-g010.tif"/>
</fig>
<p>Fiala and co-workers have reported a novel carbon supported anode catalysts consisting of thin films of ceria with low Pt loadings (Pt<sup>2&#x2b;</sup>-CeO<sub>2</sub>) (<xref ref-type="bibr" rid="B20">Fiala et al., 2016</xref>). They pointed out that the presence of Pt<sup>2&#x2b;</sup> is important for enhancing electrocatalytic activity and the stability of Pt<sup>2&#x2b;</sup> on ceria enabled the resistance to hydrogenation reduction. Meanwhile, the formation of such stable surface complexes benefits to prevent the degradation of the composite catalysts and improve the durability. To clear the reasonable amount of Pt in the Pt-doped CeO<sub>2</sub> thin film, the chemical state of Pt was related to the Pt content in the ceria film <italic>via</italic> XPS spectra analysis (<xref ref-type="fig" rid="F10">Figure 10B</xref>). They found that low Pt loadings would give such thin film with Pt species in the &#x2b;2 state only. However, the excess Pt content would give rise to the appearance of metallic Pt, indicating that the sites for the accommodation of Pt<sup>2&#x2b;</sup> in square-planar coordination of O atoms were limited. Remarkably, only small amounts of surface Pt<sup>2&#x2b;</sup> can realize a high power density value of 0.41W&#xa0;cm<sup>&#x2212;2</sup>, which is comparable to the reference commercial catalysts (<xref ref-type="fig" rid="F10">Figure 10C</xref>). When calculated into specific power, this value was 205&#xa0;kW&#xb7;g<sup>&#x2212;1</sup>
<sub>(Pt)</sub>, much higher than that of reference commercial catalysts (0.22&#xa0;kW&#xb7;g<sub>(Pt)</sub>
<sup>&#x2212;1</sup>).</p>
</sec>
<sec id="s3-2-3">
<title>3.2.3 Solid oxide fuel cells</title>
<p>Solid oxide fuel cells (SOFCs) are a form of fuel cell that consists of a porous anode and cathode separated by a highly dense electrolyte [such as yttria-stabilized zirconia (YSZ) or gadolinium doped ceria (GDC)]. Because of their considerable electrical efficiency, the possibility of using a variety of fuels, and the benign environmental impact, SOFCs have attracted wide attention (<xref ref-type="bibr" rid="B69">Menzler et al., 2010</xref>). Although many key materials for SOFCs have been developed in the last decades, there are still great challenges in improving durability and decreasing cost (<xref ref-type="bibr" rid="B89">Suntivich et al., 2011</xref>). Currently, the researches on SOFCs materials mainly focus on the optimization of anode, cathode and electrolyte. As CeO<sub>2</sub> can be not only used as catalysts or catalyst supports in electrodes, but also explored as electrolytes with improved ionic conductivity, it was widely used in SOFCs (<xref ref-type="bibr" rid="B71">Mogensen, 1994</xref>). For example, non-doping CeO<sub>2</sub> nanocubes were used as an electrolyte in advanced fuel cells and exhibited outstanding performance (<xref ref-type="bibr" rid="B52">Li et al., 2018</xref>). In the case of the CeO<sub>2</sub>-coated NaFeO<sub>2</sub> proton-conducting electrolyte, the addition of the CeO<sub>2</sub> shell layer not only increased the number of oxygen vacancies for proton transport but also introduced heterointerface for enhancing ionic boundary conductivity (<xref ref-type="bibr" rid="B115">Xing et al., 2021</xref>). This section summarizes the applications of CeO<sub>2</sub> used as an electrolyte and electrode component in SOFCs.</p>
<p>When used as an electrolyte, ceria is generally doped with other trivalent element (or less commonly bivalent) to realize a significant improvement of the ionic conductivity. Common dopants include calcium (<xref ref-type="bibr" rid="B86">Sudarsan and Moorthy, 2019</xref>), yttrium, samarium (<xref ref-type="bibr" rid="B5">Bhabu et al., 2016</xref>), and gadolinium (<xref ref-type="bibr" rid="B44">Khan et al., 2019</xref>). In comparison to the single-phase electrolytes, doping increases the oxygen vacancy concentration, which dictates ionic conduction. Li and co-workers have synthesized CeO<sub>2</sub> nanocube with exposed the (100) and (110) active crystal facets and obtained an excellent power density of 406&#xa0;mW&#xb7;cm<sup>&#x2212;2</sup>&#xa0;at 600&#xa0;C by using the un-doped CeO<sub>2</sub> nanocubes as an electrolyte for advanced fuel cell (<xref ref-type="fig" rid="F11">Figures 11A,B</xref>) (<xref ref-type="bibr" rid="B52">Li et al., 2018</xref>). To reveal the origin of the excellent fuel cell performance, they calculated the number of oxygen vacancies of the H<sub>2</sub>-treated CeO<sub>2</sub> (CeO<sub>2-&#x3b4;</sub>) and CeO<sub>2</sub> nanocubes from the XPS spectra, which showed an increased amount of oxygen vacancies and a higher Ce<sup>3&#x2b;</sup> percentage for the H<sub>2</sub>-treated CeO<sub>2</sub> (<xref ref-type="fig" rid="F11">Figures 11C,D</xref>). Moreover, a lower activation energy of 0.63&#xa0;eV was found for CeO<sub>2</sub> nanocubes-introduced fuel cells, which is superior to that of YSZ (0.91&#xa0;eV) (<xref ref-type="bibr" rid="B85">Strlckler and Carlson, 1965</xref>) and other oxide ion conductors (<xref ref-type="bibr" rid="B79">Rupp and Gauckler, 2006</xref>). As confirmed by previous studies, major proton conducting mechanism in oxides is conducted by oxygen vacancies, thus proton conduction is highly related to the concentration of oxygen vacancies. Therefore, they inferred that the surface of the defective CeO<sub>2</sub> nanocube can enhance proton transport through its abundant oxygen vacancies and its conductivity is governed by interfacial ionic transportation. As shown in <xref ref-type="fig" rid="F11">Figure 11E</xref>, the semiconducting energy band differences between the reduced CeO<sub>2</sub> (CeO<sub>2-&#x3b4;</sub>) at the anode and oxidized CeO<sub>2</sub> at the cathode side form the double layer device, which can achieve effective charge separation and avoid the device short-circuiting. This work demonstrated the CeO<sub>2</sub>/CeO<sub>2-&#x3b4;</sub> heterogeneous interfaces with a high ionic conductive path conductor and provided a well electrolyte choice for advanced SOFCs, which widen the selecting range of various electrolyte candidates. Besides, ceria is often combined with other components, for example, transition metal layered oxides (TMLOs), carbonates, oxides (<xref ref-type="bibr" rid="B78">Raza et al., 2011</xref>), hydroxides (<xref ref-type="bibr" rid="B39">Hu et al., 2006</xref>), sulfates (<xref ref-type="bibr" rid="B62">Liu et al., 2005</xref>), and halides (<xref ref-type="bibr" rid="B135">Zhu et al., 2001</xref>), etc., to create a better low-temperature SOFCs (LT-SOFCs) (<xref ref-type="bibr" rid="B106">Wang et al., 2008</xref>; <xref ref-type="bibr" rid="B4">Benamira et al., 2011</xref>; <xref ref-type="bibr" rid="B19">Fan et al., 2013</xref>). Xing and co-workers reported the CeO<sub>2</sub> coated NaFeO<sub>2</sub> as an electrolyte material for LT-SOFC (<xref ref-type="bibr" rid="B115">Xing et al., 2021</xref>). They found that the CeO<sub>2</sub> shell layer introduces more oxygen vacancies for proton transfer in the obtained electrolyte material. Meanwhile, the heterointerface is in favor of the O<sup>2&#x2212;</sup> grain boundary conductivity. As a result, both the open-circuit voltage (OCV) and the power output of the fuel cells were greatly improved. The fuel cell delivered an admirable power output of 727&#xa0;mW&#xb7;cm<sup>&#x2212;2</sup>&#xa0;at 550&#xb0;C by using the core cell NaFeO<sub>2</sub>-CeO<sub>2</sub> composites as an electrolyte.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>CeO<sub>2</sub>-introducted electrolyte and electrode of SOFCs: <bold>(A&#x2013;E)</bold> CeO<sub>2</sub> nanocubes electrolyte and design of the CeO<sub>2</sub>/CeO<sub>2-&#x3b4;</sub> heterogeneous interfaces. Reproduced with permission (<xref ref-type="bibr" rid="B52">Li et al., 2018</xref>). Copyright 2018, Elsevier. <bold>(F,G)</bold> The configuration and CeO<sub>2</sub>-based catalyst incorporation strategies in a TF-SOFC and the obtained fuel cell performance. Reproduced with permission (<xref ref-type="bibr" rid="B94">Thieu et al., 2022</xref>). Copyright 2022, Royal Society of Chemistry.</p>
</caption>
<graphic xlink:href="fchem-10-1089708-g011.tif"/>
</fig>
<p>Another widely explored field in SOFCs developments is ceria-based composite cathodes and anodes, such as Pd@CeO<sub>2</sub> (<xref ref-type="bibr" rid="B1">Adijanto et al., 2013</xref>), Ru-CeO<sub>2</sub> (<xref ref-type="bibr" rid="B123">Zhan and Barnett, 2005</xref>), Ni-CeO<sub>2</sub> (<xref ref-type="bibr" rid="B49">Lee et al., 2013</xref>), and so on. As a high cost of the noble-metal catalysts, Thieu and co-workers prepared the catalyst-modified cells with Cu and CeO<sub>2</sub> (Cu-Ce-cell), in which Cu was inserted directly near the electrolyte-anode interface and CeO<sub>2</sub> was incorporated into the anode support to effectively facilitate thermochemical reforming reactions (<xref ref-type="fig" rid="F11">Figure 11F</xref>) (<xref ref-type="bibr" rid="B94">Thieu et al., 2022</xref>). As shown in <xref ref-type="fig" rid="F11">Figure 11G</xref>, Cu-Ce-cell exhibited a record high performance with a peak power density of 1,120&#xa0;mW&#xb7;cm<sup>&#x2212;2</sup>&#xa0;at 600&#xb0;C. The peak power densities of Cu-Ce-cell did not significantly change with the different steam-to-carbon ratios (SCRs). Furthermore, Cu-Ce-cell showed long-term performances with only slight voltage degradation of &#x223c;2.76% over 250&#xa0;h under a constant current load of 0.15&#xa0;A&#xb7;cm<sup>&#x2212;2</sup> by using butane fuel with an SCR of 3 at 600&#xb0;C.</p>
</sec>
<sec id="s3-2-4">
<title>3.2.4 Sulfur conversion reaction in lithium-sulfur batteries</title>
<p>Lithium-sulfur (Li-S) batteries are regarded as a promising energy storage system for new generation portable electronic devices and electric vehicles due to their high theoretical energy density (2,600&#xa0;Wh&#xb7;kg<sup>&#x2212;1</sup>) and specific capacity (1,675&#xa0;mAh&#xb7;g<sup>&#x2212;1</sup>) as well as the low cost, natural abundance, and environmentally friendly nature of sulfur (<xref ref-type="bibr" rid="B97">Urbonaite et al., 2015</xref>). However, the insulating property of sulfur and its discharge products leads to limited reaction kinetics during the redox processes, which results in low utilization of sulfur and insufficient practical specific capacity. Furthermore, in the multistep sulfur reduction reaction, the conversion of the soluble lithium polysulfide intermediates (LiPSs) into insoluble Li<sub>2</sub>S<sub>2</sub>/Li<sub>2</sub>S has a much higher apparent activation energy, which will lead to the accumulation of polysulfides in the liquid electrolyte, a continuous loss of active sulfur from the cathode and the final battery failure. Therefore, introducing electrocatalysts in Li-S cells towards fast sulfur conversions is of great significance for decreasing the activation energy of the precipitation of Li<sub>2</sub>S<sub>2</sub>/Li<sub>2</sub>S solids and improving Li-S battery performances (<xref ref-type="bibr" rid="B61">Liu et al., 2021</xref>). Metal oxides, sulfides, nitrides, phosphides, and their heterostructures have been screened in a large number of studies (<xref ref-type="bibr" rid="B120">Yuan et al., 2016</xref>; <xref ref-type="bibr" rid="B88">Sun et al., 2017</xref>; <xref ref-type="bibr" rid="B126">Zhang M. et al., 2020</xref>; <xref ref-type="bibr" rid="B40">Hua et al., 2021</xref>; <xref ref-type="bibr" rid="B112">Xia et al., 2021</xref>). <xref ref-type="bibr" rid="B59">Liang et al. (2016)</xref> have pointed out that only materials with redox potentials in a targeted window can react with polysulfides to form active surface-bound polythionate species. And they deemed that the formed active surface-bound polythionate species have direct correlation with the superior Li-S cell performance (<xref ref-type="fig" rid="F12">Figure 12A</xref>). These metal oxides with redox potentials between 2.4 and 3.05&#xa0;V (such as VO<sub>2</sub> and CuO) possess a window that lies just above the redox voltage of soluble polysulfides and thus promotes polythionate formation. A higher redox potential will lead to excessive oxidization of polysulfides, and a lower one shows no redox reaction with polysulfides. CeO<sub>2</sub> is a polar metal oxide that can chemically adsorb the sulfur species and boost redox reaction through catalysis. Meanwhile, CeO<sub>2</sub> nanocrystals possess a proper redox potential of 2.72&#xa0;V vs. Li/Li<sup>&#x2b;</sup>, which is higher than that of polysulfides (2.10&#xa0;V vs. Li/Li<sup>&#x2b;</sup>). Accordingly, the CeO<sub>2</sub> nanocrystals might oxidize the intermediate polysulfides to thiosulfates and polythionates <italic>via</italic> the surface redox chemistry (<xref ref-type="fig" rid="F12">Figures 12B,C</xref>) (<xref ref-type="bibr" rid="B64">Ma et al., 2017</xref>). Therefore, many CeO<sub>2</sub>-based nanostructures have been reported to be used as electrocatalysts to promote Li-S cell performance.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Applications of CeO<sub>2</sub> in Li-S batteries: <bold>(A)</bold> Chemical reactivity of different metal oxides with LiPSs as a function of redox potential versus Li/Li<sup>&#x2b;</sup>, superimposed with a typical Li-S cyclic voltammetry curve. Reproduced with permission (<xref ref-type="bibr" rid="B59">Liang et al., 2016</xref>). Copyright 2016, Wiley Online Library. <bold>(B)</bold> Chemical reactivity of CeO<sub>2</sub>. <bold>(C)</bold> High-resolution XPS spectrum at S 2<italic>p</italic> region after the adsorption test of Li<sub>2</sub>S<sub>4</sub> with CeO<sub>2</sub>/MMNC. Reproduced with permission (<xref ref-type="bibr" rid="B64">Ma et al., 2017</xref>). Copyright 2017, American Chemical Society. <bold>(D,E)</bold> Catalytic mechanism and performance of a Li-S battery with PAN/CNF-CeO<sub>2</sub> interlayer. Reproduced with permission (<xref ref-type="bibr" rid="B125">Zhang J. et al., 2020</xref>). Copyright 2020, Elsevier.</p>
</caption>
<graphic xlink:href="fchem-10-1089708-g012.tif"/>
</fig>
<p>Ma and co-workers demonstrate an advanced sulfur host material prepared by implanting CeO<sub>2</sub> nanocrystals homogeneously into bimodal micromesoporous nitrogen-rich carbon nanospheres (CeO<sub>2</sub>/MMNC) (<xref ref-type="bibr" rid="B64">Ma et al., 2017</xref>). This hybrid with high conductivity and abundant hierarchical pore structures can effectively store and capture sulfur species. Meanwhile, the CeO<sub>2</sub> can promote the chemical redox reactions of polysulfides, thus significantly enhancing their retentions upon cycling. As a result, CeO<sub>2</sub>/MMNC-S cathodes showed the excellent capacity and rate performance, as well as an ultralong cycle life. Specifically, the cathode with a sulfur mass loading of 1.4&#xa0;mg&#xb7;cm<sup>&#x2212;2</sup> realized the reversible capacities of 1,066&#xa0;mAh&#xb7;g<sup>&#x2212;1</sup> at 0.2&#xa0;C after 200 cycles and 836&#xa0;mAh&#xb7; g<sup>&#x2212;1</sup> at 1.0&#xa0;C after 500 cycles, and a high cycle stability of 721&#xa0;mAh&#xb7;g<sup>&#x2212;1</sup> at 2.0&#xa0;C after 1,000 cycles with a low capacity decay of 0.024% per cycle. Besides carbon nanospheres, other carbon materials, such as carbon nanotubes (CNTs) and graphene, are often used as supports to disperse the active CeO<sub>2</sub> nanocrystal (<xref ref-type="bibr" rid="B64">Ma et al., 2017</xref>). Yuan et al. have designed a three-dimension porous conductive network of CeO<sub>2</sub>-webbed carbon nanotubes (CeO<sub>2</sub>@CNT) to provide fast electron paths and achieve a good rate capability in the Li-S batteries (<xref ref-type="bibr" rid="B113">Xiao et al., 2018</xref>). In order to increase the sulfur utilization, CNT particles with high tap density were applied to realize a uniform melt-diffusion of sulfur by Gueon and co-authors. They further demonstrated microdomain sulfur by coating the CeO<sub>2</sub> nanoparticles in a CNT with an open pore structure. The open pore structure of CeO<sub>2</sub>/CNTP and the microdomain sulfur enabled fast kinetics in the redox reaction of sulfur, and therefore achieving excellent cycling stability of only 0.044% per cycle for 300 cycles at 2&#xa0;C and a high capacity of 5.6&#xa0;mAh&#xb7;cm<sup>&#x2212;2</sup> even at high sulfur loading (<xref ref-type="bibr" rid="B29">Gueon et al., 2020</xref>). In addition, CeO<sub>2</sub> was used as cathode materials alone by constructing phosphorus-modulated porous CeO<sub>2</sub> (P-CeO<sub>2</sub>) as reported by <xref ref-type="bibr" rid="B92">Tao et al. (2022)</xref>. The P-CeO<sub>2</sub> cathode showed a better oxidation-reduction kinetics of LiPSs and a faster Li<sup>&#x2b;</sup> diffusion rate in comparison to that of bare CeO<sub>2</sub>. Meanwhile, they have confirmed that the P-CeO<sub>2</sub> cathode presented stronger adsorption of Li<sub>2</sub>S<sub>6</sub>, higher redox peak current, and earlier precipitation of Li<sub>2</sub>S in comparison to the bare CeO<sub>2</sub>. Therefore, introducing P resulted in an improved initial capacity of 1,027&#xa0;mA&#xb7;h&#xb7;g<sup>&#x2212;1</sup> (bare CeO<sub>2</sub>: 895.7&#xa0;mA&#xb7;h&#xb7;g<sup>&#x2212;1</sup>) at 0.2&#xa0;C.</p>
<p>Apart from the sulfur host, CeO<sub>2</sub> has also been used in the separator modification. Generally, the soluble polysulfides can be immobilized in the cathode side by the multifunctional modified interlayer. Cheng et al. have designed a multifunctional separator modified by CeO<sub>2</sub> decorated graphene (CeO<sub>2</sub>@G) to accelerate polysulfide redox reaction and immobilize polysulfides by strong chemisorption (<xref ref-type="bibr" rid="B11">Cheng et al., 2021</xref>). Zhang and co-authors fabricated a functional bilayer separator based on 0D (CeO<sub>2</sub> nanocrystals)/1D (carbon nanofibers) composite mats (PAN/CNF-CeO<sub>2</sub>) (<xref ref-type="bibr" rid="B125">Zhang J. et al., 2020</xref>). By integrating the advantages of highly conductive carbon nanofibers and electrocatalytically active CeO<sub>2</sub> nanocrystals, the Li-S batteries with the obtained PAN/CNF-CeO<sub>2</sub> separators showed high S utilization, excellent thermal stability, superior rate performance and enhanced cycling stability (<xref ref-type="fig" rid="F12">Figure 12D</xref>). Specifically, the Li-S cell exhibited an initial reversible capacity of 1,359&#xa0;mAh&#xb7;g<sup>&#x2212;1</sup>&#xa0;at 0.2&#xa0;C and a low capacity decay rate of 0.04% per cycle at 0.5&#xa0;C over 300 cycles (<xref ref-type="fig" rid="F12">Figure 12E</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s4">
<title>4 Summary and outlook</title>
<p>In this review, we introduce the electronic properties and defects engineering of CeO<sub>2</sub>-based nanostructures to understand the relationship between catalytic performance and inherent properties. The typical catalytic applications in energy conversion and storage of CeO<sub>2</sub>-based nanostructures have also been demonstrated. Therein, the mechanisms and key component developments of several photocatalytic reactions and representative energy storage cells have also been summarized. With great progress being made in the synthesis of CeO<sub>2</sub>-based nanostructures, there are fascinating new opportunities and challenges for materials scientists. The understanding of CeO<sub>2</sub> materials has evolved in the last decades from inert supports through cocatalysts and to the catalyst itself (<xref ref-type="bibr" rid="B72">Montini et al., 2016</xref>). The development of nanotechnology made it possible to acquire well-controlled nanomaterials in terms of size and morphology, which has improved our understanding on the catalytic performance optimization of CeO<sub>2</sub>-based nanocatalysts. Moreover, there are many theoretical calculations for providing a guideline on the rational design of highly reactive CeO<sub>2</sub>-based catalysts. In applications for energy storage and conversion through photocatalysis and electrocatalysis, CeO<sub>2</sub> is frequently utilized as a catalyst or a crucial component of catalysts. In conclusion, CeO<sub>2</sub> is an extremely adaptable and durable catalytic material with surface acid-base characteristics and a structure that can be finely modified by element doping and introducing other compounds. Although many of the studies on CeO<sub>2</sub>-based nanostructures reported so far have shown considerable progress in its catalytic application, more attentions need to be paid to the synthesis, characterization approaches and practical uses. For example, the precise synthesis methods still need to be paid attention to realize the controllable defects concentration and selectively exposed crystal facets. Introducing other elements or components in CeO<sub>2</sub> to construct composites, heterojunctions and modifications is commonly, which can regulate the electronic structure of the catalyst or optimize the properties of CeO<sub>2</sub>. However, it is also quite necessary to prepare specifically nanostructured oriented ceria-based systems (for example porous structures, core-shell structures, hollow structures, surface acidity, and basicity of Lewis sites, etc.) to realize desired catalytic performance, in addition to above mentioned. Precise synthesis is not only critical for enhancing catalytic performance but also for providing valuable references for our research on catalytic mechanisms. At present, controlled generation of oxygen vacancies and cerium defects is challenging and needs more experimental explorations. The long-term stability of the CeO<sub>2</sub> nanostructures under extreme conditions and reaction conditions is of potential concern. Especially, oxygen vacancy stabilization is a noteworthy issue. Oxygen vacancies are generally considered as the important active sites, therefore ensuring the similar densities of oxygen vacancies on CeO<sub>2</sub>-based catalysts after cycling test is one of key metrics. The relationship between material inherent properties and catalytic performances should be understood by a simple and experimentally measurable descriptor instead of mere theory calculations. Further basic understanding of burgeoning novel materials and direct confirmation of the effect on catalytic efficiency are conductive to develop a strong understanding of structure-activity interlinkage and guide researchers to design and synthesize extraordinary CeO<sub>2</sub> nanostructures.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Author contributions</title>
<p>XW wrote original manuscripts. TS revised the manuscript and is responsible for this work. All authors discussed and approved the final manuscript version to be submitted.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (Nos. 22025204, 52102283), the China Postdoctoral Science Foundation (Nos. 2021TQ0209, 2021M692139), and the Innovation Program of the Shanghai Municipal Education Commission (2021-01-07-00-02-E00119).</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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