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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Energy Z</journal-id>
      <journal-id journal-id-type="publisher-id">energyz</journal-id>
      <journal-title-group>
        <journal-title>Energy Z</journal-title>
      </journal-title-group>
      <issn pub-type="epub">3070-5541</issn>
      <publisher>
        <publisher-name>OAE Publishing Inc.</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.20517/energyz.2026.15</article-id>
      <article-id pub-id-type="publisher-id">EZ-2026-15</article-id>
      <article-categories>
        <subj-group>
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Heterostructures for advanced rechargeable batteries</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Yang</surname>
            <given-names>Zheng</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="aff" rid="I1035">
            <sup>#</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Yuan</surname>
            <given-names>Wenlu</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="aff" rid="I1035">
            <sup>#</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Wang</surname>
            <given-names>Tao</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="aff" rid="I1042">
            <sup>*</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1">*</xref>
        </contrib>
		<contrib contrib-type="author">
          <name>
            <surname>Ozoemena</surname>
			<given-names>Kenneth I.</given-names>
			</name>
		    <xref ref-type="aff" rid="I2">
            <sup>2</sup>
          </xref>
		  </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Eliseeva</surname>
            <given-names>Svetlana</given-names>
          </name>
          <xref ref-type="aff" rid="I3">
            <sup>3</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Wu</surname>
            <given-names>Yuping</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="aff" rid="I1042">
            <sup>*</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1">*</xref>
        </contrib>
      </contrib-group>
      <aff id="I1"><sup>1</sup>Confucius Energy Storage Lab, School of Energy and Environment &amp; Z Energy Storage Center, Southeast University, Nanjing 211189, Jiangsu, China.</aff>
      <aff id="I2"><sup>2</sup>Molecular Sciences Institute, School of Chemistry, University of the Witwatersrand, Wits, 2050, Johannesburg, South Africa.</aff>
      <aff id="I3"><sup>3</sup>Department of Electrochemistry, Institute of Chemistry, Saint Petersburg State University, St. Petersburg 199034, Russia.</aff>
      <aff id="I1035"><sup>#</sup>These authors contributed equally to this work.</aff>
      <author-notes>
        <corresp id="cor1"><sup id="I1042">*</sup>Correspondence to: Prof. Yuping Wu, Prof. Tao Wang, Confucius Energy Storage Lab, School of Energy and Environment &amp; Z Energy Storage Center, Southeast University, Nanjing 211189, Jiangsu, China. E-mail: <email>wangtao2021@seu.edu.cn</email>; <email>wuyp@seu.edu.cn</email></corresp>
        <fn fn-type="other">
          <p><bold>Received:</bold> 7 Apr 2026 | <bold>First Decision:</bold> 28 Apr 2026 | <bold>Revised:</bold> 29 Apr 2026 | <bold>Accepted:</bold> 30 Apr 2026 | <bold>Published:</bold> 17 Jun 2026</p>
        </fn>
        <fn fn-type="other">
          <p><bold>Academic Editor:</bold> Jianyu Huang | <bold>Copy Editor:</bold> Shu-Yuan Duan | <bold>Production Editor:</bold> Shu-Yuan Duan</p>
        </fn>
      </author-notes>
      <pub-date pub-type="ppub">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>17</day>
        <month>6</month>
        <year>2026</year>
      </pub-date>
      <volume>2</volume>
	  <issue>3</issue>
      <elocation-id>200010</elocation-id>
      <permissions>
        <copyright-statement>© The Author(s) 2026.</copyright-statement>
        <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
          <license-p>© The Author(s) 2026.<bold>Open Access</bold>This article is licensed under a Creative Commons Attribution 4.0 International License (<uri xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</uri>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>Heterostructure materials with well-defined interfaces between distinct materials generate key interfacial physical effects, including band bending, built-in electric fields, and lattice strain. An inferior heterointerface severely hinders ion transport across the interface and exacerbates interfacial side reactions, leading to a shorter battery cycle life. In this review, we systematically examine the design principles and functional mechanisms of heterostructures for rechargeable batteries. The fundamental properties of heterostructures can be categorized into built-in electric fields that accelerate charge transfer, catalytic activity arising from interfacial defects, and the buffering effect of rigid-flexible coupled structures. We further summarize the latest advancements in heterostructures to mitigate electrode phase transitions and volume expansion in metal-ion batteries, including the realization of catalytic conversion of lithium polysulfides in lithium-sulfur batteries, the reduction of overpotential for oxygen reactions at the Mott-Schottky interface in metal-air batteries, and the inhibition of hydrogen evolution in aqueous batteries. This review aims to provide guidance for the rational design of heterostructure electrodes in advanced rechargeable batteries, shifting strategies from empirical material combinations toward targeted interfacial functionality.</p>
      </abstract>
      <kwd-group>
        <kwd>Heterostructure</kwd>
        <kwd>Li/Na/K-ion batteries</kwd>
        <kwd>lithium-sulfur battery</kwd>
        <kwd>metal-air battery</kwd>
        <kwd>aqueous battery</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>INTRODUCTION</title>
      <p>Current rechargeable battery systems face critical challenges stemming from both electrode and electrolyte materials. For instance, the electrode materials of commercial lithium-ion batteries (LIBs) are constrained by the scarcity of transition-metal resources and rising costs, which are approaching the theoretical limit of energy density<sup>[<xref ref-type="bibr" rid="B1">1</xref>-<xref ref-type="bibr" rid="B3">3</xref>]</sup>. Moreover, the risk of thermal runaway caused by the decomposition of organic electrolytes at high voltage remains an unresolved safety concern<sup>[<xref ref-type="bibr" rid="B4">4</xref>-<xref ref-type="bibr" rid="B6">6</xref>]</sup>. Even though new types of rechargeable batteries attempt to leverage resource abundance, issues such as sluggish electrode kinetics and complex interfacial side reactions still hinder the simultaneous optimization of cycling stability and rate capability. These challenges not only reflect the limitations of single-component optimization, but also highlight the importance of investigating the fundamental coupling between interfacial charge transfer and structural stability. Therefore, the composite structure of the active materials and the interface engineering strategies deserve in-depth exploration.</p>
      <p>Heterostructures are composite constructs formed by the interface between two or more materials with different physical and chemical properties<sup>[<xref ref-type="bibr" rid="B7">7</xref>]</sup>. They offer a promising route to surpass current material performance ceilings due to their unique capabilities in regulating interfacial electric fields, accelerating ion transport, and buffering volume strain<sup>[<xref ref-type="bibr" rid="B8">8</xref>]</sup>. The defining characteristics include interfacial band bending, built-in electric fields, and synergistic effects<sup>[<xref ref-type="bibr" rid="B9">9</xref>,<xref ref-type="bibr" rid="B10">10</xref>]</sup>. In rechargeable batteries, the advantages of heterostructures manifest in three aspects. Firstly, the charge transfer at the interface can be accelerated, and the polarization can be reduced. Secondly, stability of the interface can suppress side reactions. Thirdly, lattice defects induced by lattice mismatch can tune the adsorption energy of reaction intermediates<sup>[<xref ref-type="bibr" rid="B11">11</xref>-<xref ref-type="bibr" rid="B13">13</xref>]</sup>. The heterointerface thus enables synergistic enhancement of structure and dynamics.</p>
      <p>This review focuses on heterostructures for advanced rechargeable batteries, including Li/Na/K-ion batteries, lithium-sulfur batteries (LSBs), metal-air batteries, and aqueous batteries. The role of heterostructures in addressing essential issues, including high ion diffusion barriers, lithium polysulfides (LiPSs) shuttling, excessive overpotential for oxygen reactions, and hydrogen evolution side reactions, is examined for different batteries. The construction strategies, interface action mechanisms, and electrochemical performance optimization paths of heterostructures in advanced rechargeable batteries are systematically reviewed. Furthermore, the challenges related to rational design and controllable synthesis of heterostructures are summarized. This review aims to lay the foundation for the design of heterostructure materials for next-generation advanced batteries.</p>
      <sec id="sec1-1">
        <title><underline>BASIC PROPERTIES OF HETEROSTRUCTURE</underline>S</title>
      </sec>
      <sec id="sec1-2">
        <title>Fundamental natures of heterostructures</title>
        <p>Heterostructure materials integrate high-conductivity and high-stability components at the atomic scale, endowing the interfaces with multiple roles (such as electron conduction, ion transport, and stress buffering). Heterointerfaces often exhibit complex interfacial coupling effects due to inherent differences in Fermi levels, band structures, and lattice constants, with the most notable feature being the spontaneous formation of electric fields at the interface. <xref ref-type="fig" rid="fig1">Figure 1A</xref> illustrates the formation principle of a typical p-n junction. The p-type side contains more holes, and the n-type side contains more electrons. Electrons and holes migrate at the interface until the Fermi levels reach equilibrium. <xref ref-type="fig" rid="fig1">Figure 1B</xref> further shows the formation process of a heterointerface between two materials with different work functions. Upon contact, electrons spontaneously flow from the side with the lower work function to the side with the higher work function, leading to band bending and simultaneous generation of an electric field. This field not only provides the driving force and highly efficient charge-transfer pathways for ion/electron transport, but also endows the interface with rich cooperative catalytic active sites. The introduction of heterostructures into rechargeable batteries is critical for breaking through the kinetic limitations and enhancing structural stability of electrode materials. </p>
        <fig id="fig1" position="float">
          <label>Figure 1</label>
          <caption>
            <p>(A) Schematic illustration of p-n junction formation. (A) is reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B15">15</xref>]</sup>, Copyright © 2022 Wiley; (B) Schematic illustration of the mechanism of heterointerface; (C) Number of articles dedicated to heterostructures in batteries. Database: Web of Science (<uri xlink:href="https://webofscience.clarivate.cn">https://webofscience.clarivate.cn</uri>).</p>
          </caption>
          <graphic xlink:href="ez2015.fig.1.jpg"/>
        </fig>
        <p>Constructing an appropriate heterointerface is beneficial for accelerating charge transfer and buffering the volume expansion of active materials. In addition, optimizing the pathways and energy barriers of multiphase reactions (e.g., oxygen redox and sulfur conversion) enhances the rate performance, cycling stability, and energy efficiency of batteries<sup>[<xref ref-type="bibr" rid="B14">14</xref>]</sup>. The constituent materials that form a heterostructure often differ in their physical and chemical properties, such as work functions, lattice parameters, and ion-diffusion barriers. The judicious matching of these distinct parameters enables precise control over charge transfer and structural stability of the electrode material. In recent years, research on heterostructures for batteries has flourished [<xref ref-type="fig" rid="fig1">Figure 1C</xref>].</p>
      </sec>
      <sec id="sec1-3">
        <title>Built-in electric fields effect</title>
        <p>Built-in electric fields originate from interfacial charge redistribution driven by differences in work function. When the direction of the built-in electric fields aligns with that of ion diffusion, the ion diffusion barrier can be significantly reduced. Meanwhile, a space charge layer forms at the interface, which alters the local ion concentration distribution and enhances the ion diffusion coefficient<sup>[<xref ref-type="bibr" rid="B6">6</xref>-<xref ref-type="bibr" rid="B8">8</xref>]</sup>. The ion concentration in the space-charge layer follows the Poisson-Boltzmann equation. The ratio of interfacial conductivity to bulk conductivity can reach 10<sup>2</sup>-10<sup>3</sup>. For example, in the Mo<sub>2</sub>C/MoO<sub>3</sub> heterostructure, the ratio can be 240 at 300 K and remains above 50 at 230 K, demonstrating that the built-in electric fields significantly promote ion transport even at low temperatures<sup>[<xref ref-type="bibr" rid="B16">16</xref>]</sup>. In the MXene/ZnTe heterostructure, the built-in electric fields raise the adsorption energy of K<sup>+</sup> and reduce the migration barrier<sup>[<xref ref-type="bibr" rid="B17">17</xref>]</sup>. In conversion-type materials and alloy anodes, the built-in electric fields accelerate electron migration from the current collector to the active materials and promote ion desolvation, thereby significantly reducing ohmic and electrochemical polarization<sup>[<xref ref-type="bibr" rid="B18">18</xref>]</sup>. In addition, the space charge layer often modifies the local concentration and migration energy barrier of ions. This reduces the diffusion barrier of Li<sup>+</sup> at the interface by an order of magnitude compared to the bulk phase<sup>[<xref ref-type="bibr" rid="B19">19</xref>]</sup>. The effective range of the built-in electric fields is limited by the Debye length (<italic>λ</italic><sub>D</sub>). When the characteristic size (<italic>d</italic>) of the heterostructures approaches or is smaller than <italic>λ</italic><sub>D</sub>, band bending extends throughout the entire particle, leading to bulk polarization. Indeed, a properly designed <italic>d</italic>/<italic>λ</italic><sub>D</sub> ratio can optimize the built-in electric field’s effectiveness in promoting ion migration.</p>
      </sec>
      <sec id="sec1-4">
        <title>Lattice strain and defect concentration</title>
        <p>When two materials with different lattice constants form an atomic-scale heterointerface, lattice distortion occurs to maintain atomic continuity. This generates lattice strain that directly alters bond lengths and bond angles, thereby influencing the band structure and <italic>d</italic>-band center of the material. These undercoordinated atomic configurations often act as highly active sites for electrochemical reactions, which exhibit a similar electrocatalytic effect for multi-electron reactions and effectively lower the reaction energy barrier. The Ni-MoO<sub>2</sub>/NiMoO<sub>4-x</sub> optimizes the electronic structure by enriching nickel defect sites and utilizing the strain effect induced by the defects. This significantly reduces the adsorption energy barrier of hydrogen/oxygen intermediates in metal-air batteries<sup>[<xref ref-type="bibr" rid="B20">20</xref>]</sup>. The interfacial lattice mismatch <italic>δ</italic> is approximately 2.1%, corresponding to a strain energy of about 0.34 J m<sup>-2</sup>. This strain energy can absorb approximately 16% of the volume-expansion work, thereby improving capacity retention from 42% for pristine MoO<sub>3</sub> to 89% after 300 cycles. The linear correlation between strain and capacity (<italic>R</italic><sup>2</sup> = 0.93) indicates that strain exerts a dominant structure-buffering effect. The heterointerface also serves as a thermodynamically preferred site for defect formation, which realizes modulation of the electrochemical performance<sup>[<xref ref-type="bibr" rid="B21">21</xref>]</sup>. Defect-rich regions exhibit stronger chemical adsorption for LiPSs and effectively suppress their shuttle effect. Consequently, heterostructures not only provide electron/ion transport channels but also optimize the kinetic pathways of electrode reactions through defect engineering.</p>
      </sec>
      <sec id="sec1-5">
        <title>Interface buffering effect</title>
        <p>To accommodate the volume changes during the charging/discharging of high-capacity materials, an interfacial buffering mechanism has been established. The combination of the “hard” components (such as carbon frameworks and inert oxides) and the “active” components in the heterostructures forms a 3D confinement effect and serves as an elastic buffer layer, which can prevent the agglomeration and pulverization of active materials and extend the cycle life<sup>[<xref ref-type="bibr" rid="B22">22</xref>]</sup>. When the active materials undergo volume expansion, the interface absorbs part of the strain energy through lattice slip or interface reconfiguration and naturally inhibits crack initiation and propagation<sup>[<xref ref-type="bibr" rid="B23">23</xref>]</sup>. Furthermore, the rigid components serve as the structural framework to maintain the mechanical integrity of the electrode as a whole. In summary, the interfacial buffering effect is crucial for cycling stability. Experimental results have proven that the capacity retention of heterostructure electrodes is substantially higher than that of single active materials.</p>
      </sec>
    </sec>
    <sec id="sec2">
      <title>THE ADVANTAGES OF HETEROSTRUCTURES</title>
      <p>The core features of heterostructure materials can be categorized into structural engineering and interfacial kinetics, which together govern the overall electrochemical performance in batteries [<xref ref-type="fig" rid="fig2">Figure 2</xref>]. Structural engineering mainly focuses on the physical architecture of the heterointerface. At its core, the electronic state reconstruction and mechanical response at the interface are correlated through a common atomic-scale mechanism, which offers a stress-buffering strategy that transcends any single design approach. This is achieved through several structural engineering strategies. Layered stacking expands interlayer spacing and facilitates rapid ion intercalation<sup>[<xref ref-type="bibr" rid="B24">24</xref>]</sup>. Core-shell coatings protect active materials from electrolyte corrosion while improving air and water stability. Micro-nano composite structures shorten ion diffusion pathways and provide mechanical support. In addition, vacancy engineering and lattice distortion create additional active sites and alleviate volume fluctuation<sup>[<xref ref-type="bibr" rid="B25">25</xref>]</sup>. Interlocked lattice configurations suppress interlayer slip and mitigate structural deformation, whereas doped intercalation activates multi-anionic redox chemistry to provide extra capacity<sup>[<xref ref-type="bibr" rid="B26">26</xref>]</sup>. In contrast, interfacial kinetics mainly govern the charge-transfer dynamics and reaction pathways at the heterointerface. The key kinetic advantages include electric fields driving the adsorption/desorption of reaction intermediates with high catalytic activity<sup>[<xref ref-type="bibr" rid="B27">27</xref>]</sup>, energy barrier regulation, optimized charge transport enabled by space-charge effects and band alignment, and steering reaction pathways of intermediates such as LiPSs toward favorable conversion<sup>[<xref ref-type="bibr" rid="B28">28</xref>]</sup>. Ultimately, the synergistic combination of structural engineering and interfacial kinetics enables heterostructures to achieve breakthroughs in capacity, cycle life, rate capability, and application.</p>
      <fig id="fig2" position="float">
        <label>Figure 2</label>
        <caption>
          <p>Schematic diagram of fundamental characteristics and functional mechanisms of heterostructures in rechargeable batteries. Hierarchical architectures<sup>[<xref ref-type="bibr" rid="B24">24</xref>]</sup>, under CC BY 4.0 license; Defect and strain<sup>[<xref ref-type="bibr" rid="B25">25</xref>]</sup>, reprinted with permission, Copyright © 2025 Wiley; Redox mediation<sup>[<xref ref-type="bibr" rid="B26">26</xref>]</sup>, reprinted with permission, Copyright © 2025 Wiley; Built-in fields<sup>[<xref ref-type="bibr" rid="B27">27</xref>]</sup>, under CC BY 4.0 license. HER: Hydrogen evolution reaction; UOR: urea oxidation reaction.</p>
        </caption>
        <graphic xlink:href="ez2015.fig.2.jpg"/>
      </fig>
      <p>Generally, a well-designed heterostructure should exhibit advantages across several interrelated aspects<sup>[<xref ref-type="bibr" rid="B29">29</xref>-<xref ref-type="bibr" rid="B31">31</xref>]</sup>. Firstly, they harness built-in electric fields and space-charge layers to promote fast charge separation and low-barrier ion migration in terms of electronic and ionic transport, which simultaneously activates multiple redox couples and realizes high energy density. Secondly, the heterostructures employ lattice distortion, vacancy control, and micro-nano composite architectures to buffer volume expansion with respect to structural mechanics and volumetric stability. Thirdly, heterostructures optimize the adsorption/desorption behavior of key intermediates and reduce reaction overpotentials through barrier regulation and space-charge effects, and facilitate multi-electron transfer via orbital hybridization and spin polarization. Fourthly, to ensure environmental stability and practicality, the heterostructures can incorporate densely bonded atomic interfaces to suppress residual alkali formation and metal dissolution. These mechanisms are highly interconnected and mutually reinforcing. In summary, their synergistic integration constitutes the theoretical foundation that enables heterostructures to overcome the performance bottlenecks of traditional single-phase materials.</p>
      <sec id="sec2-1">
        <title>Regulation of reaction kinetics</title>
        <p>The built-in electric fields significantly reduce the activation energy of charge transfer and promote the directional transport of electrons from the low-conductivity active materials to high-conductivity components. For instance, the band gap of the composite electrode is significantly reduced compared to that of the single electrode in ZnCo<sub>2</sub>O<sub>4</sub>/SnO<sub>2</sub><sup>[<xref ref-type="bibr" rid="B32">32</xref>]</sup>, which greatly improves electron transport efficiency. Furthermore, the electric fields accelerate electron transport and increase ionic migration channels in MoB/Si<sub>3</sub>N<sub>4</sub><sup>[<xref ref-type="bibr" rid="B33">33</xref>]</sup>. For MXene-based heterostructures, Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> has a high electronic conductivity similar to metals (up to ~ 8,000 S cm<sup>-1</sup>), and it can be combined with active materials such as transition metal sulfides or metal-organic frameworks to construct a continuous 3D conductive network<sup>[<xref ref-type="bibr" rid="B34">34</xref>]</sup>, which effectively overcomes the insufficient conductivity.</p>
      </sec>
      <sec id="sec2-2">
        <title>Interfacial built-in fields</title>
        <p>The heterointerface, which serves as an ion transport channel, converts conventional solid-phase diffusion into rapid interface-dominated migration. This is especially significant for potassium-ion batteries (PIBs) due to the large ionic radius of K<sup>+</sup> (1.38 Å)<sup>[<xref ref-type="bibr" rid="B35">35</xref>]</sup>. The heterointerface in NiTe<sub>2</sub>/MoS<sub>2</sub> was also reported to reduce the diffusion energy barrier for K<sup>+[<xref ref-type="bibr" rid="B36">36</xref>]</sup>. Moreover, Zhang <italic>et al.</italic> reported that the enhanced built-in electric fields at the heterointerface not only promote electron transmission but also accelerate the directional migration of Li<sup>+[<xref ref-type="bibr" rid="B37">37</xref>]</sup>, which demonstrated the lowest Li<sup>+</sup> diffusion impedance during cycling.</p>
      </sec>
      <sec id="sec2-3">
        <title>Reaction pathway optimization</title>
        <p>The effectiveness of heterostructures in electrochemical reaction kinetics stems primarily from the regulation of reaction pathways. Heterointerfaces can induce uniform nucleation and the growth of discharge products for electrodes in conversion reactions, which prevents the formation of large insulating crystal domains and improves the reaction reversibility. In LSBs, the MoO<sub>2</sub> and N-deficient carbon nitride (MoO<sub>2</sub>/DCN) catalyst can adsorb LiPSs with an adsorption energy of −4.85 eV, which is much higher than that of a single DCN (1.15 eV), thus effectively suppressing the shuttle effect<sup>[<xref ref-type="bibr" rid="B38">38</xref>]</sup>. <italic>In-situ</italic> ultraviolet visible (UV-vis) spectroscopy tests indicate that the heterostructures generate more S<sub>3</sub><sup>-</sup> free radicals during discharge, with faster conversion rates of Li<sub>2</sub>S<sub>8</sub> and Li<sub>2</sub>S<sub>6</sub>, and more thorough solid-liquid conversion, which can consequently improve sulfur utilization and cycling stability<sup>[<xref ref-type="bibr" rid="B39">39</xref>]</sup>.</p>
      </sec>
      <sec id="sec2-4">
        <title>Structural buffering effect</title>
        <p>Numerous conversion-reaction-based electrode materials undergo volume changes even exceeding 300%, and the mechanical stress will lead to the pulverization and failure of the active materials<sup>[<xref ref-type="bibr" rid="B40">40</xref>]</sup>. Through integrating two or more materials with distinct mechanical properties and crystal structures at the nanoscale to form heterostructures, stress-dissipation and buffering zones are created at the interfaces to effectively mitigate volume strain. For example, in a CoS<sub>2</sub>/Co heterostructure, the ordered checkerboard-like architecture provides sufficient space to accommodate volume changes, delivering a capacity retention of 900 mAh g<sup>-1</sup> with high S loading of 7.13 mg cm<sup>-2</sup> and a low E/S ratio of 4.5 mL g<sup>-1[<xref ref-type="bibr" rid="B41">41</xref>]</sup>. In the Si<sub>3</sub>N<sub>4</sub>/MoB@GO sandwich heterostructure, the introduction of the graphene intermediate layer not only improves conductivity, but also buffers volume changes and provides excellent structural stability<sup>[<xref ref-type="bibr" rid="B42">42</xref>]</sup>. Moreover, chemical bonding and electrostatic forces at the heterointerface can further enhance the stability of the structure and inhibit interface degradation during long-term cycling.</p>
      </sec>
      <sec id="sec2-5">
        <title>Synergistic interfacial effects</title>
        <p>The built-in electric fields in heterostructures can not only accelerate the interfacial migration of electrons and ions but also promote synergistic interfacial effects. Particularly, 2D/2D vertical stacking or 3D conductive framework-loaded heterostructures are beneficial for preventing the agglomeration and rearrangement of nanomaterials, which can generate a stronger synergistic effect through interfacial coupling<sup>[<xref ref-type="bibr" rid="B43">43</xref>]</sup>. Firstly, the high conductivity components are combined with the high capacity components, and it helps to achieve a balance between rate and capacity. Secondly, interface defects and dangling bonds provide additional active sites, which can enhance the pseudocapacitive contribution<sup>[<xref ref-type="bibr" rid="B44">44</xref>,<xref ref-type="bibr" rid="B45">45</xref>]</sup>. Thirdly, the combined action of multiple components promotes multi-electron reactions and contributes to high capacity. Finally, the design of heterostructures can improve battery safety and reduce potential hazards. </p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>THE APPLICATIONS OF HETEROSTRUCTURES IN ADVANCED RECHARGEABLE BATTERIES</title>
      <sec id="sec3-1">
        <title>Metal-ion batteries</title>
        <p>Metal-ion batteries operate on the “rocking-chair” principle, wherein metal ions reversibly intercalate and deintercalate between electrodes during charging/discharging, thereby converting electrical and chemical energy via redox reactions<sup>[<xref ref-type="bibr" rid="B46">46</xref>]</sup>. Solid-state diffusion in the electrodes and structural stability constitute the rate-limiting steps that dictate the energy output and cycle life of the battery<sup>[<xref ref-type="bibr" rid="B47">47</xref>]</sup>. Li-rich layered oxides (LLOs) are widely employed as cathodes for LIBs owing to their high specific capacity. However, they suffer from severe structural degradation caused by the out-of-plane migration of transition metals (TMs) from the TM layers to the alkali metal layers, and this process is further exacerbated by the formation of vacancy clusters and O-O dimers upon deep delithiation. To address this, Wang <italic>et al.</italic> designed an O2/O3 biphasic heterostructure consisting of a non-Li-rich O2 phase and a Li-rich O3 phase<sup>[<xref ref-type="bibr" rid="B48">48</xref>]</sup>. The heterointerface features a face-shared configuration and provides a strong electrostatic repulsion that can suppress the out-of-plane migration of TM ions from the Li-rich O3 domains. Simultaneously, the absence of Li vacancies in the TM layers of the non-Li-rich O2 phase further reduces the source of vacancies. This synergistic effect minimizes the formation of vacancy clusters and prevents the generation of detrimental O-O dimers, thereby stabilizing the anionic redox chemistry and preserving the integrity of lattice oxygen. Furthermore, LiZr<sub>2</sub>(PO<sub>4</sub>)<sub>3</sub> (LZP) was reported as a coating for LLOs to form an LLO/LZP heterostructure<sup>[<xref ref-type="bibr" rid="B49">49</xref>]</sup> [<xref ref-type="fig" rid="fig3">Figure 3A</xref>], which modulates the antibonding and O 2<italic>p</italic> non-bonding bands in LLOs [<xref ref-type="fig" rid="fig3">Figure 3B</xref>]. This modulation enhances Li<sup>+</sup> migration and electron transfer while suppressing irreversible phase transitions and side reactions. Owing to the enhanced lattice oxygen stability provided by the LZP layer, the generation of O<sub>2</sub> and CO<sub>2</sub> is reduced, and voltage decay is also alleviated.</p>
        <fig id="fig3" position="float">
          <label>Figure 3</label>
          <caption>
            <p>(A) High-resolution transmission electron microscope (HRTEM) image of LLO/LZP with FFT patterns; (B) Schematic illustration of energy band modulation through surface chemistry modification of LLO/LZP. (A and B) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B49">49</xref>]</sup>, Copyright © 2025 Elsevier; (C) HRTEM image of the Si/MoSe<sub>2</sub>@C heterostructure; (D) Optimized atomic structure in side view with overlaid Li<sup>+</sup> diffusion trajectories; (E) <italic>K</italic><sub>eff</sub> of Si and Si/MoSe<sub>2</sub>@C-based matrix as a function of porosity (<italic>ε</italic>). (C-E) are reprinted from Ref.<sup>[<xref ref-type="bibr" rid="B50">50</xref>]</sup>, under CC BY 4.0 license; (F) HRTEM image with insets showing magnified views of Zig-Zag and P2; (G) Schematic illustration of the P2/Zig-Zag heterostructure with atomic interlocking; (H) Lattice parameter evolution derived from XRD of the P2/Zig-Zag heterostructure. (F-H) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B25">25</xref>]</sup>, Copyright © 2025 Wiley; (I) Schematic illustration of the benefits of the layered-to-rocksalt atomic reconfiguration to the NFM/RS; (J) NFM and NFM/RS cathodes changed in lattice parameters <italic>a</italic>, <italic>c</italic> and <italic>V</italic>; (K) The thickness of CEI for NFM/RS after 200 cycles at 1 C. (I-K) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B51">51</xref>]</sup>, Copyright © 2025 Elsevier. UHB: Upper hubbard band; LHB: lower hubbard band; TM-O: transition metal-oxygen; RS: rocksalt; NFM: NaNi<sub>1/3</sub>Fe<sub>1/3</sub>Mn<sub>1/3</sub>O<sub>2</sub>; CEI: cathode electrolyte interface; NFM/RS: NaNi<sub>1/3</sub>Fe<sub>1/3</sub>Mn<sub>1/3</sub>O<sub>2</sub>; LLO: Li-rich layered oxide; LZP: LiZr<sub>2</sub>(PO<sub>4</sub>)<sub>3</sub>; XRD: X-ray diffraction.</p>
          </caption>
          <graphic xlink:href="ez2015.fig.3.jpg"/>
        </fig>
        <p>Silicon anodes possess a high theoretical capacity of 4,200 mAh g<sup>-1</sup> but suffer from a volume change of ~ 300% during cycling<sup>[<xref ref-type="bibr" rid="B52">52</xref>]</sup>. Zhu <italic><italic>et al.</italic></italic> developed a highly stable Si/MoSe<sub>2</sub>@C heterostructure that reconciles the high capacity with superior stability<sup>[<xref ref-type="bibr" rid="B50">50</xref>]</sup> [<xref ref-type="fig" rid="fig3">Figure 3C</xref>]. Lattice-matched MoSe<sub>2</sub> bridges the porous silicon and carbon coating through covalent bonds to form stable Si-Se-Mo linkages that optimize Li<sup>+</sup> transport pathways and stabilize the structure. In this heterostructure, MoSe<sub>2</sub> serves as an electron-conductive and ion-permeable interlayer [<xref ref-type="fig" rid="fig3">Figure 3D</xref>] to reduce the maximum Li<sup>+</sup> migration energy barrier from 0.81 eV (Si@C) to 0.61 eV (Si/MoSe<sub>2</sub>@C). Moreover, thermal conductivity measurements demonstrate that the heterointerface in Si/MoSe<sub>2</sub>@C reduces interfacial thermal resistance, which results in a 27% increase in thermal conductivity [<xref ref-type="fig" rid="fig3">Figure 3E</xref>].</p>
        <p>SIBs are considered a promising alternative to LIBs due to their low cost and superior low-temperature performance<sup>[<xref ref-type="bibr" rid="B46">46</xref>]</sup>. However, most electrode materials exhibit sluggish kinetics and poor cycling stability. Layered transition metal oxides are particularly attractive cathode materials for SIBs due to their high energy density and elemental abundance<sup>[<xref ref-type="bibr" rid="B53">53</xref>]</sup>. Chen <italic>et al.</italic> designed a P2/Zig-Zag biphasic heterostructure cathode featuring an atomic interlocking architecture<sup>[<xref ref-type="bibr" rid="B25">25</xref>]</sup> [<xref ref-type="fig" rid="fig3">Figure 3F</xref>]. This structure ensures continuous Na<sup>+</sup> migration pathways, while the “interlocking effect” suppresses interlayer gliding [<xref ref-type="fig" rid="fig3">Figure 3G</xref>], and the P2 phase reduces the Na<sup>+</sup> migration energy barrier. <italic>In-situ</italic> X-ray diffraction (XRD) results reveal that the volume expansion of the P2 phase within the biphasic heterostructure is effectively counterbalanced during charging, resulting in a smaller volume change as compared to the pure P2 phase [<xref ref-type="fig" rid="fig3">Figure 3H</xref>]. Owing to the low-resistance Na<sup>+</sup> migration pathways enabled by the heterostructures, the Na<sup>+</sup> diffusion coefficient increases to 10<sup>-9</sup> cm<sup>2</sup> s<sup>-1</sup> upon the P2/Zig-Zag to P2/P3 phase transition. For O3-type cathodes, the electrochemical performance is severely compromised when the pristine layered structure transforms into a cation-disordered rock-salt phase. To solve this issue, an O3-type NaNi<sub>1/3</sub>Fe<sub>1/3</sub>Mn<sub>1/3</sub>O<sub>2</sub> (NFM/RS) layered-rock-salt heterostructure was developed based on an atomic reconstruction strategy<sup>[<xref ref-type="bibr" rid="B51">51</xref>]</sup> [<xref ref-type="fig" rid="fig3">Figure 3I</xref>], which exhibited superior hydrophobicity and imparted moisture resistance in air while simultaneously achieving typical quasi-zero-strain behavior with an overall volume change of only 0.72% [<xref ref-type="fig" rid="fig3">Figure 3J</xref>]. As a result, the NFM/RS cathode showed a thin and uniform cathode electrolyte interface (CEI) and maintained enhanced rate performance [<xref ref-type="fig" rid="fig3">Figure 3K</xref>].</p>
        <p>Among anode materials for SIBs, transition metal sulfides (TMSs) offer high energy density due to their multi-electron transfer characteristics. However, the aggregation and deactivation of active particles remain major obstacles<sup>[<xref ref-type="bibr" rid="B57">57</xref>]</sup>. To address this, Zhang <italic><italic>et al.</italic></italic> designed an isotropic Co<sub>9</sub>S<sub>8</sub>/MoS<sub>2</sub> heterostructure to alleviate internal stress<sup>[<xref ref-type="bibr" rid="B54">54</xref>]</sup>. The preferential crystallographic orientation provides rapid Na<sup>+</sup> diffusion pathways, while the precisely synthesized isotropic heterostructures enable uniform Na<sup>+</sup> deposition [<xref ref-type="fig" rid="fig4">Figure 4A</xref>]. In this isotropic structure, Na<sup>+</sup> rapidly diffuses and distributes uniformly to the bottom, while the stress distribution remains dispersed, which avoids stress accumulation [<xref ref-type="fig" rid="fig4">Figure 4B</xref>]. Additionally, the abundant heterointerface effectively enhances electronic conductivity, synergistically improving reaction kinetics. In electrodes, vacancies not only increase reactive sites but also serve as bridges facilitating electron transfer between different semiconductors. The combination of heterostructures with vacancy engineering offers synergistic enhancements in both conductivity and kinetics. A ZnS-MoS<sub>2</sub> heterostructure with tunable S vacancy content can be prepared by temperature control to achieve superior sodium storage performance<sup>[<xref ref-type="bibr" rid="B55">55</xref>]</sup>. During heat treatment, the strong electronegativity of Mo favors bonding with S and generates the ZnS-containing S vacancies. Notably, the optimal vacancy signal was observed at 800 °C [<xref ref-type="fig" rid="fig4">Figure 4C</xref>]. Density functional theory (DFT) elucidates that the charge redistribution at the ZnS-MoS<sub>2</sub> interface effectively closes the bandgap, which yields the lowest Na<sup>+</sup> diffusion energy barrier of 0.15 eV [<xref ref-type="fig" rid="fig4">Figure 4D</xref> and <xref ref-type="fig" rid="fig4">E</xref>].</p>
        <fig id="fig4" position="float">
          <label>Figure 4</label>
          <caption>
            <p>(A) Na<sup>+</sup> concentration distributions and (B) Na<sup>+</sup> concentration comparisons of the isotropic and anisotropic structure at the specific time in Co<sub>9</sub>S<sub>8</sub>/MoS<sub>2</sub> heterostructure. (A and B) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B54">54</xref>]</sup>, Copyright © 2025 Wiley; (C) Electron paramagnetic resonance (EPR) spectra of ZnS/MoS<sub>2</sub>-600, ZnS/MoS<sub>2</sub>-700, and ZnS/MoS<sub>2</sub>-800; (D) Na<sup>+</sup> migration paths and (E) diffusion energy barriers in ZnS/MoS<sub>2</sub>. (C-E) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B55">55</xref>]</sup>, Copyright © 2025 American Chemical Society; (F) Schematic diagram of work functions of Co/FeSe and Co/Fe<sub>3</sub>Se<sub>4</sub> in Co/Fe<sub>4</sub>Se<sub>5</sub> heterostructure; (G) SKPM image of Co/Fe<sub>4</sub>Se<sub>5</sub>@C heterostructure and (H) the concerned surface potential plots. (F-H) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B56">56</xref>]</sup>, Copyright © 2024 Wiley. SKPM: Scanning kelvin probe force microscopy.</p>
          </caption>
          <graphic xlink:href="ez2015.fig.4.jpg"/>
        </fig>
        <p>The potential of potassium (K<sup>+</sup>/K: -2.93 V) is very close to that of lithium, which implies that the theoretical operating voltage of PIBs can be comparable to LIBs (approximately 3.5-4.0 V)<sup> [<xref ref-type="bibr" rid="B58">58</xref>]</sup>. According to the energy density formula <italic>E</italic> = <italic>Q</italic> × <italic>V</italic>, the voltage advantage endows PIBs with the potential to surpass SIBs in terms of both power density and the upper limit of energy density<sup>[<xref ref-type="bibr" rid="B59">59</xref>]</sup>. Current research on PIBs focuses on addressing the severe volume expansion and sluggish diffusion kinetics arising from the large ionic radius of K<sup>+[<xref ref-type="bibr" rid="B60">60</xref>]</sup>. In anode materials, constructing a heterointerface has proven to be an effective strategy to tackle these two core issues. Li <italic>et al.</italic> designed an N/CoTe<sub>2</sub> featuring self-catalytic N-Co bonds and a low-tortuosity 3D tunnel architecture for efficient potassium storage<sup>[<xref ref-type="bibr" rid="B61">61</xref>]</sup>. This heterostructure provides short-range and efficient electron/ion transport pathways. The <italic>in-situ</italic> formed N/Co@C self-catalytic centers significantly enhance the adsorption capability toward K<sub>x</sub>Te<sub>γ</sub> and accelerate their conversion kinetics. </p>
        <p>The quantitative modulation of built-in electric fields within heterostructures represents a significant breakthrough in recent research. Song <italic>et al.</italic> achieved experimental quantification and tuning of the field intensity in FeSe/Fe<sub>3</sub>Se<sub>4</sub><sup>[<xref ref-type="bibr" rid="B57">57</xref>]</sup> [<xref ref-type="fig" rid="fig4">Figure 4F</xref>]. By combining scanning Kelvin probe microscopy [<xref ref-type="fig" rid="fig4">Figure 4G</xref>], Zeta potential measurements, and transient photocurrent density analysis, they directly quantified the increase in intensity from 17.24 mV to 62.84 mV upon uniform Co doping [<xref ref-type="fig" rid="fig4">Figure 4H</xref>]. The enhanced electric fields reduce the K<sup>+</sup> diffusion barrier from 0.53 eV to 0.34 eV and enable the electrode to maintain a high reversible capacity of 145.8 mAh g<sup>-1</sup> at 10 A g<sup>-1</sup>, with 95.1% capacity retention after 3000 cycles. Notably, this strategy demonstrates universality across heterostructures doped with other atoms (Cu/Ni), which provides a general approach for modulating interfacial electric field strength.</p>
      </sec>
      <sec id="sec3-2">
        <title>Lithium-sulfur batteries</title>
        <p>LSBs are promising candidates for next-generation energy storage systems due to their high theoretical energy density (2,600 Wh kg<sup>-1</sup>) as well as the resource abundance and environmental friendliness of sulfur<sup>[<xref ref-type="bibr" rid="B62">62</xref>,<xref ref-type="bibr" rid="B63">63</xref>]</sup>. However, the practical application of LSBs is hindered by three factors: the insulating nature of sulfur and its discharge products (Li<sub>2</sub>S<sub>2</sub>/Li<sub>2</sub>S)<sup>[<xref ref-type="bibr" rid="B64">64</xref>]</sup>, the shuttle effect and the sluggish reaction kinetics of LiPSs<sup>[<xref ref-type="bibr" rid="B65">65</xref>]</sup>. Heterostructure materials typically exhibit a synergistic “adsorption-catalysis” effect<sup>[<xref ref-type="bibr" rid="B66">66</xref>]</sup>, which offers unique advantages in regulating LiPSs and accelerating redox kinetics. Although incorporating catalysts into the sulfur cathode can enhance the reaction kinetics, their adsorption-desorption kinetics toward LiPSs often remain unsatisfactory. To address this issue, Song <italic><italic>et al.</italic></italic> constructed a RuP<sub>2</sub>-RuP heterostructure through a temperature-controlled strategy<sup>[<xref ref-type="bibr" rid="B67">67</xref>]</sup> [<xref ref-type="fig" rid="fig5">Figure 5A</xref>], which exhibits excellent electronic conductivity, desirable adsorption capability for LiPSs, and high catalytic activity. DFT calculations reveal that the RuP<sub>2</sub>-RuP exhibits the strongest adsorption affinity toward Li<sub>2</sub>S<sub>6</sub>, and the S-S bond length is elongated from 2.10-2.12 Å to 2.15 Å after adsorption, which facilitates the subsequent conversion of LiPSs [<xref ref-type="fig" rid="fig5">Figure 5B</xref>]. Moreover, the RuP<sub>2</sub>-RuP heterostructure achieves a high Li<sub>2</sub>S deposition capacity of 267 mAh g<sup>-1</sup>, which further confirms its superior catalytic activity for the liquid-solid conversion. This work clearly demonstrates the critical role of interfacial coupling effects in heterostructures for simultaneously enhancing polysulfide anchoring and catalytic conversion. GeS<sub>2</sub>/NiS<sub>2</sub> heterostructure can be designed as a catalytic sulfur host<sup>[<xref ref-type="bibr" rid="B68">68</xref>]</sup> [<xref ref-type="fig" rid="fig5">Figure 5C</xref>]. Metallic NiS<sub>2</sub> forms an ohmic contact with semiconducting GeS<sub>2</sub>, which can create a highly conductive heterointerface [<xref ref-type="fig" rid="fig5">Figure 5D</xref>]. During reactions, NiS<sub>2</sub> acts as an emitter, rapidly injecting a large number of electrons into LiPSs through the GeS<sub>2</sub> base, thereby achieving a maximum reaction current amplification factor (<italic>β</italic><sub>R</sub>) of 105. Consequently, it can enhance the electron transfer kinetics [<xref ref-type="fig" rid="fig5">Figure 5E</xref>] and lead to a swift conversion of S<sub>8</sub> into LiPSs and uniform deposition of Li<sub>2</sub>S on the surface of the S@GeS<sub>2</sub>/NiS<sub>2</sub>@rGO electrode. </p>
        <fig id="fig5" position="float">
          <label>Figure 5</label>
          <caption>
            <p>(A) HRTEM image of RuP<sub>2</sub>/RuP heterostructure; (B) The simulated charge density difference isosurface of Li<sub>2</sub>S<sub>6</sub> adsorbed on the surface of different catalysts. (A and B) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B67">67</xref>]</sup>, Copyright © 2024 Elsevier; (C) HRTEM image of GeS<sub>2</sub>/NiS<sub>2</sub>@rGO; (D) Electron-triode-like GeS<sub>2</sub>/NiS<sub>2</sub> heterostructure achieves 105.87 times current amplification; (E) Schematic diagram of the lithium-sulfur pouch battery, and the continuous reaction of transferred electrons results in an uneven electron distribution. (C-E) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B68">68</xref>]</sup>, Copyright © 2025 Royal Society of Chemistry; (F) Scenario of <italic>d</italic>-<italic>p</italic> orbital hybridization and (G) current-time profile recorded under a constant potential of 2.05 V for charging in CoO/Mo<sub>2</sub>C. (F and G) are reprinted from Ref.<sup>[<xref ref-type="bibr" rid="B71">71</xref>]</sup>, under CC BY 4.0 license; (H) Corresponding planar time-resolved Raman spectra of pure PP and WB/WC-modified separator. (H) is reprinted from Ref.<sup>[<xref ref-type="bibr" rid="B74">74</xref>]</sup>, under CC BY 4.0 license. rGO: Reduced graphene oxide; CNF: carbon nanofiber; HRTEM: high-resolution
transmission electron microscope; LS: low spin; HS: high spin.</p>
          </caption>
          <graphic xlink:href="ez2015.fig.5.jpg"/>
        </fig>
        <p>Current interpretations of the role of sulfur hosts predominantly focus on the relationship between electronic energy levels and catalytic properties, while the contribution of electron spin is often overlooked. In fact, the spin-state configuration of transition metals is a key factor influencing the electronic structure of catalysts, which determines their orbital occupancy, activity, and selectivity<sup>[<xref ref-type="bibr" rid="B69">69</xref>]</sup>. Inspired by this, a hollow NiS<sub>2</sub>/NiSe<sub>2</sub> heterostructure with a high-spin configuration was developed by Huang et al<sup>[<xref ref-type="bibr" rid="B70">70</xref>]</sup>. At the NiS<sub>2</sub>/NiSe<sub>2</sub> heterointerface, the octahedral crystal field splitting energy of Ni<sup>3+</sup> is modified, thus triggering electron transitions from the <italic>t</italic><sub>2g</sub> to <italic>e</italic><sub>g</sub> orbitals and inducing a low-spin to high-spin transition. In the high-spin state, the increased <italic>e</italic><sub>g</sub> electron occupancy upshifts the <italic>d</italic> band center, which strengthens orbital hybridization with the S 3<italic>p</italic> states of LiPSs. This heterostructure achieves significantly improved electrical conductivity and enhanced adsorption toward Li<sub>2</sub>S<sub>6</sub>. The nickel serves as the active site to supply abundant electrons to LiPSs to facilitate their reduction, which enables rapid reaction kinetics. The role of electron spin states is similarly evident in CoO/Mo<sub>2</sub>C@CNFs (carbon nanofibers)<sup>[<xref ref-type="bibr" rid="B71">71</xref>]</sup> [<xref ref-type="fig" rid="fig5">Figure 5F</xref>]. In contrast to the high-spin state of nickel, the incorporation of molybdenum reduces the spin state of cobalt due to differences in crystal structure<sup>[<xref ref-type="bibr" rid="B72">72</xref>]</sup>, and the resulting low-spin cobalt effectively mitigates the LiPSs shuttle effect through strong chemisorption of Co-S bonds. As a result, the CoO/Mo<sub>2</sub>C@CNFs achieves a higher Li<sub>2</sub>S precipitation capacity (165 mAh g<sup>-1</sup>) than that of CoO@CNFs (60 mAh g<sup>-1</sup>) and Mo<sub>2</sub>C@CNFs (78 mAh g<sup>-1</sup>) [<xref ref-type="fig" rid="fig5">Figure 5G</xref>].</p>
        <p>For LSBs, the separator not only physically isolates the cathode and anode but also plays a critical role in regulating the LiPSs and Li<sup>+</sup> ion deposition behaviors<sup>[<xref ref-type="bibr" rid="B73">73</xref>-<xref ref-type="bibr" rid="B75">75</xref>]</sup>. A common strategy is the functional modification of the separator with a coating layer that imparts adsorption and catalytic capabilities. Heterostructured coating designs are particularly advantageous as they offer a catalytically active heterointerface while ensuring efficient Li<sup>+</sup> transport. Wu <italic><italic>et al.</italic></italic> designed a WB/WC heterostructure using an MBene material<sup>[<xref ref-type="bibr" rid="B74">74</xref>]</sup>, where B forms strong coordination bonds (B-S) with the S atoms in LiPSs, which increases the density of catalytically active centers. <italic>In-situ</italic> Raman spectroscopy provides intuitive evidence that the WB/WC coating effectively blocks the LiPSs shuttle and promotes their reduction to Li<sub>2</sub>S [<xref ref-type="fig" rid="fig5">Figure 5H</xref>]. Similarly, Ma <italic>et al.</italic> reported a MIL-88A/CdS heterostructure coating featuring nanoscale catalytic sites anchored on a micron-scale substrate<sup>[<xref ref-type="bibr" rid="B75">75</xref>]</sup> [<xref ref-type="fig" rid="fig6">Figure 6A</xref>], where the significant size disparity enhances the catalytic activity of CdS. MIL-88A/CdS shows a substantially lower diffusion energy barrier of Li<sub>2</sub>S<sub>6</sub> (0.92 eV) than that on MIL-88A (1.80 eV) [<xref ref-type="fig" rid="fig6">Figure 6B</xref>], which indicates rapid migration to CdS catalytic sites. Time-of-flight secondary ion mass spectrometry (TOF-SIMS) reveals that LiPSs do not accumulate extensively on the surface but exhibit transient fluctuations followed by rapid stabilization [<xref ref-type="fig" rid="fig6">Figure 6C</xref>]. This observation reflects a strong interaction between the LiPSs and the heterostructure, which can significantly enhance sulfur utilization.</p>
        <fig id="fig6" position="float">
          <label>Figure 6</label>
          <caption>
            <p>(A) Optimized configuration of Li<sub>2</sub>S decomposition on MIL-88A/CdS; (B) Diffusion energy barrier of Li<sub>2</sub>S<sub>6</sub> in MIL-88A/CdS; (C) TOF-SIMS 3D reconstructed images for LiS<sup>-</sup> and LiS<sub>2</sub><sup>-</sup> secondary ions of CdS and MIL-88A/CdS. (A-C) are reprinted from Ref.<sup>[<xref ref-type="bibr" rid="B75">75</xref>]</sup>, under CC BY 4.0 license; (D) Energy-band diagrams of MoS<sub>2-x</sub>/MoO<sub>2</sub>/CoP ternary heterostructure before and after contact formation of the built-in electric fields; (E) Mo 3<italic>d</italic> spectra of MoS<sub>2-x</sub>/MoO<sub>2</sub>/CoP before and after adsorbing Li<sub>2</sub>S<sub>6</sub>. (D and E) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B78">78</xref>]</sup>, Copyright © 2025 Elsevier; (F) TEM image of Bi<sub>2</sub>Te<sub>3</sub>/Sb<sub>2</sub>Te<sub>3</sub>. Figure F is reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B79">79</xref>]</sup>, Copyright © 2025 Wiley; (G) Energy diagrams of Bi<sub>2</sub>Te<sub>3</sub>/Sb<sub>2</sub>Te<sub>3</sub>; (H) Discharge/charge curves with current density 500 mA g<sup>-1</sup> of Ru/RuO<sub>2</sub> cathodes. (G and H) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B80">80</xref>]</sup>, Copyright © 2025 Wiley. TOF-SIMS: Time-of-flight secondary ion mass spectrometry; TEM: transmission electron microscope.</p>
          </caption>
          <graphic xlink:href="ez2015.fig.6.jpg"/>
        </fig>
        <p>Beyond separator coating modifications, heterostructures employed as interlayers also effectively mitigate the shuttle effect and enhance the performance of LSBs. Xu <italic>et al.</italic> developed a ternary heterostructure of MoS<sub>2-x</sub>/MoO<sub>2</sub>/CoP with built-in electric fields and abundant S vacancies<sup>[<xref ref-type="bibr" rid="B78">78</xref>]</sup>. Each of the three components contributes distinct functionalities: MoS<sub>2-x</sub> and CoP exhibit strong adsorption and catalytic capabilities, respectively, while MoO<sub>2</sub> possesses an intermediate work function that serves as a bridge between the electronic pathways [<xref ref-type="fig" rid="fig6">Figure 6D</xref>]. Adsorption experiments reveal that after interaction with Li<sub>2</sub>S<sub>6</sub>, the Mo 3<italic>d</italic> peaks of MoS<sub>2-</sub>ₓ/MoO<sub>2</sub>/CoP shift toward lower binding energies, which highlights the strong interaction with Li<sub>2</sub>S<sub>6</sub> [<xref ref-type="fig" rid="fig6">Figure 6E</xref>]. Moreover, MoS<sub>2-x</sub>/MoO<sub>2</sub>/CoP exhibits higher binding energies with LiPSs than other materials throughout six lithiation steps, implying outstanding adsorption performance. When employed as an interlayer in high-loading LSBs (7.13 mg cm<sup>-2</sup>), the MoS<sub>2-</sub>ₓ/MoO<sub>2</sub>/CoP delivers a stable capacity of 6.6 mAh cm<sup>-2</sup> after 100 cycles.</p>
      </sec>
      <sec id="sec3-3">
        <title>Metal-air batteries</title>
        <p>Metal-air batteries achieve energy conversion through the oxygen reduction reaction (ORR) at the cathode and the metal oxidation reaction at the anode, which has two fundamental advantages<sup>[<xref ref-type="bibr" rid="B81">81</xref>]</sup>. Firstly, they theoretically deliver exceptionally high energy densities (e.g., Li-O<sub>2</sub> > 3,500 Wh kg<sup>-1</sup>). Secondly, the O<sub>2</sub> is sourced directly from the environment without the need for harsh reaction conditions, which can fundamentally reduce material and construction costs. On the cathode, both the ORR and the OER suffer from intrinsically sluggish kinetics, which necessitates efficient catalysts to lower the overpotentials. One critical advance is the design of coherent heterostructures with minimal lattice mismatch, which enables strong interfacial interactions and enhanced structural stability. Feng <italic>et al.</italic> developed a 2D Bi<sub>2</sub>Te<sub>3</sub>/Sb<sub>2</sub>Te<sub>3</sub> heterostructure with exposed (001) facets as a catalyst for Li-O<sub>2</sub> batteries<sup>[<xref ref-type="bibr" rid="B79">79</xref>]</sup> [<xref ref-type="fig" rid="fig6">Figure 6F</xref>]. Owing to the low lattice mismatch (&lt; 3%) between Bi<sub>2</sub>Te<sub>3</sub> and Sb<sub>2</sub>Te<sub>3</sub>, the coherent interface ensures seamless atomic arrangement and minimizes stress accumulation. The built-in electric fields modulate the asymmetric charge distribution of Te atoms and enhance the adsorption of intermediate LiO<sub>2</sub>, which facilitates charge transfer between the adsorbed species and the catalyst [<xref ref-type="fig" rid="fig6">Figure 6G</xref>]. Consequently, the Bi<sub>2</sub>Te<sub>3</sub>/Sb<sub>2</sub>Te<sub>3</sub> cathode delivers remarkable cycling stability in both pure oxygen and ambient air. </p>
        <p>Compared to coherent heterostructures, Mott-Schottky heterostructures offer useful platform for accelerating ORR/OER kinetics by leveraging the spontaneous electron transfer at metal-semiconductor interfaces. Sun <italic>et al.</italic> constructed a Ru/RuO<sub>2</sub> heterostructure by partial oxidation<sup>[<xref ref-type="bibr" rid="B80">80</xref>]</sup>. The Ru/RuO<sub>2</sub> heterointerface modulates the <italic>d</italic>-band center to an optimal position, which balances the adsorption energies of oxygen-containing intermediates. The moderate binding strength for LiO<sub>2</sub> and Li<sub>2</sub>O<sub>2</sub> enables efficient conversion along a two-electron pathway with minimal overpotential [<xref ref-type="fig" rid="fig6">Figure 6H</xref>]. Beyond metal oxide systems, multi-component Mott-Schottky heterostructures have also demonstrated remarkable catalytic capabilities. Xia <italic>et al.</italic> designed a self-supported NiCo<sub>2</sub>O<sub>4</sub>/MnO<sub>2</sub> heterostructure with vertically aligned nanosheet arrays on Ti paper<sup>[<xref ref-type="bibr" rid="B82">82</xref>]</sup> [<xref ref-type="fig" rid="fig7">Figure 7A</xref>]. The Mott-Schottky heterointerface weakens the adsorption of the LiO<sub>2</sub> intermediate to an optimal level, which can promote the formation of chip-like Li<sub>2</sub>O<sub>2</sub> intimately embedded within the nanosheet arrays. Besides, the unique morphology provides abundant contact sites for catalysts and achieves efficient decomposition during charging [<xref ref-type="fig" rid="fig7">Figure 7B</xref>]. These merits enable the NiCo<sub>2</sub>O<sub>4</sub>/MnO<sub>2</sub>-based electrode to achieve 800 cycles and a remarkably low overpotential of 0.73 V that outperforms the NiCo<sub>2</sub>O<sub>4</sub>.</p>
        <fig id="fig7" position="float">
          <label>Figure 7</label>
          <caption>
            <p>(A) HRTEM image and (B) schematic reaction mechanism of NiCo<sub>2</sub>O<sub>4</sub>/MnO<sub>2</sub>. (A and B) are reprinted from Ref.<sup>[<xref ref-type="bibr" rid="B82">82</xref>]</sup>, under CC BY 4.0 license; (C) ORR free energy diagrams for FeN<sub>4</sub> and Fe<sub>5</sub>/FeN<sub>4</sub> sites at 0 and 1.23 V <italic>vs.</italic> RHE. (C) is reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B83">83</xref>]</sup>, Copyright © 2025 Wiley; (D) HRTEM image of CeO<sub>2</sub>/ZnCoS; (E) Charge/discharge polarization and corresponding power density curves of ZABs employing CeO<sub>2</sub>/ZnCoS and Pt/C + RuO<sub>2</sub> as air cathodes. (D and E) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B84">84</xref>]</sup>, Copyright © 2024 Elsevier; (F) Energy density curve of Co/Co<sub>2</sub>P at 20 mA cm<sup>-2</sup>; (G) Reaction mechanism of Zn-Co/air hybrid batteries. (F and G) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B85">85</xref>]</sup>, Copyright © 2025 Wiley; (H) TEM image of p-NiSe<sub>2</sub>/Ni/Ni<sub>3</sub>N@NCNT@CC. (H) is reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B86">86</xref>]</sup>, Copyright © 2025 Wiley; (I) Gibbs free energy diagrams of ORR for Fe<sub>2</sub>N@NC and Fe<sub>2</sub>N/CrNx@NC at U = 0 V. (I) is reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B87">87</xref>]</sup>, Copyright © 2026 Wiley. PNCF: P/N-codoped carbon nanofiber; NC: N-doped carbon; HRTEM: high-resolution transmission electron microscope; TEM: transmission electron microscope; RHE: ORR: oxygen reduction reaction.</p>
          </caption>
          <graphic xlink:href="ez2015.fig.7.jpg"/>
        </fig>
        <p>Zinc-air batteries (ZABs) possess high theoretical energy density and inherent safety. However, the reactions involve multi-step electron transfer processes and high overpotentials<sup>[<xref ref-type="bibr" rid="B88">88</xref>]</sup>. An essential approach to achieve exceptional bifunctional activity is the precise engineering of atomic-scale heterostructures that combine dual-atom sites with adjacent nanoclusters. Lu <italic>et al.</italic> developed a porous carbon fiber membrane decorated with atomically dispersed CoN<sub>4</sub>/FeN<sub>4</sub> dual sites and neighboring Co<sub>2</sub>Fe<sub>2</sub>/Fe<sub>5</sub> nanoclusters<sup>[<xref ref-type="bibr" rid="B83">83</xref>]</sup>. The Fe<sub>5</sub> cluster significantly weakens the Fe-OH coupling at the FeN<sub>4</sub> site, which lowers the energy barrier for the rate-determining step of ORR from 0.59 eV to 0.46 eV, while the Co<sub>2</sub>Fe<sub>2</sub> cluster enhances Co-OH interaction to promote OER kinetics [<xref ref-type="fig" rid="fig7">Figure 7C</xref>]. This synergistic effect endows the catalyst with outstanding ORR (0.87 V) and OER (1.58 V) performance. Zhang <italic>et al.</italic> constructed a Janus CeO<sub>2</sub>/ZnCoS heterostructure<sup>[<xref ref-type="bibr" rid="B84">84</xref>]</sup> [<xref ref-type="fig" rid="fig7">Figure 7D</xref>], in which the intimate heterointerface induces strong electronic coupling, thus generating abundant O and S vacancies that serve as additional active sites. The CeO<sub>2</sub>/ZnCoS with S vacancies exhibits up-shifted <italic>d</italic>-band centers and optimized adsorption energies for intermediates, resulting in a reduced overpotential for the rate-determining step of ORR (0.32 V) as compared to single-phase ZnCoS (0.82 V). When integrated into ZABs, it delivers a peak power density of 168.7 mW cm<sup>-2</sup> [<xref ref-type="fig" rid="fig7">Figure 7E</xref>], and exhibits enhanced cycling stability over 865 cycles.</p>
        <p>Another way to enhance air cathode performance is the design of self-reconstructed heterostructures. A Co/Co2P heterostructure can be embedded in P/N-codoped carbon nanofibers (Co/Co2P@PNCF) as a cathode for Zn-Co/air hybrid batteries <sup>[<xref ref-type="bibr" rid="B85">85</xref>]</sup>. During the first cycle, the Co/Co<sub>2</sub>P undergoes deep self-reconstruction and generates high-valent Co species (Co<sup>3+</sup>/Co<sup>4+</sup>) that serve as highly active redox centers. The reversible transformation between Co<sup>3+</sup>/<sup>4+</sup>O<sub>x</sub>(OH)<sub>y</sub> and K<sub>x</sub>Co<sup>2+</sup>/<sup>3+</sup>O<sub>y</sub> during cycling enhances OER activity and provides additional charging-discharging plateaus, which promotes the Zn-Co/air hybrid batteries to deliver high power density and cycling stability [<xref ref-type="fig" rid="fig7">Figure 7F</xref> and <xref ref-type="fig" rid="fig7">G</xref>]. A key kinetic bottleneck in ORR that has been largely overlooked is the acceleration of the proton-coupled electron transfer. Zhang <italic><italic>et al.</italic></italic> developed an Fe<sub>2</sub>N/CrNₓ heterostructure catalyst supported on N-doped carbon (Fe<sub>2</sub>N/CrN<sub>x</sub>@NC) for aluminum-air batteries (AABs)<sup>[<xref ref-type="bibr" rid="B87">87</xref>]</sup>. In this heterostructure, Fe<sub>2</sub>N serves as the primary ORR active sites, while CrN<sub>x</sub> clusters enhance H<sub>2</sub>O dissociation kinetics, which acts as a continuous proton supply to accelerate the protonation of intermediates<sup>[<xref ref-type="bibr" rid="B89">89</xref>]</sup>. Meanwhile, the Fe<sub>2</sub>N/CrN<sub>x</sub> heterointerface induces strong <italic>d</italic>-<italic>d</italic> orbital hybridization, which upshifts the <italic>d</italic>-band center of Fe atoms, thereby optimizing the adsorption energy of ORR intermediates. The synergistic effect reduces the overpotential from 0.68 V (Fe<sub>2</sub>N@NC) to 0.55 V (Fe<sub>2</sub>N/CrN<sub>x</sub>@NC). Using a plasma-assisted nitridation strategy, Xu <italic>et al.</italic> designed a Se vacancy-rich ternary heterostructure of NiSe<sub>2</sub>/Ni@Ni<sub>3</sub>N catalyst<sup>[<xref ref-type="bibr" rid="B86">86</xref>]</sup> [<xref ref-type="fig" rid="fig7">Figure 7H</xref>]. The plasma treatment can introduce abundant Se vacancies and carbon defects. This unique ternary architecture combines the metallic conductivity of Ni, the catalytic activity of NiSe<sub>2</sub>, and the structural stability of Ni<sub>3</sub>N, while Se vacancies modulate the electronic structure of the active Ni sites<sup>[<xref ref-type="bibr" rid="B87">87</xref>]</sup>. This enables the AABs to exhibit a small bifunctional potential gap (Δ<italic>E</italic> = 0.74 V) and deliver a peak power density of 106.8 mW cm<sup>-2</sup> with stable cycling over 1,000 cycles [<xref ref-type="fig" rid="fig7">Figure 7I</xref>].</p>
      </sec>
      <sec id="sec3-4">
        <title>Aqueous batteries</title>
        <p>Aqueous batteries have attracted considerable attention owing to their intrinsic safety, environmental friendliness, and cost-effectiveness<sup>[<xref ref-type="bibr" rid="B90">90</xref>,<xref ref-type="bibr" rid="B91">91</xref>]</sup>. However, their development has been persistently hindered by low energy density and insufficient stability. The narrow thermodynamic stability window of water molecules (~ 1.23 V) makes the hydrogen evolution reaction (HER) a critical bottleneck limiting Coulombic efficiency and cycle life. Concurrently, metal anodes are prone to corrosion and dendrite growth in an aqueous environment. In addition, the aqueous environment readily induces dissolution and structural collapse of active materials, and most cathode materials exhibit insufficient intrinsic electronic conductivity, resulting in poor rate capability. These interconnected issues collectively constitute the core obstacles hindering the practical application of aqueous batteries. </p>
        <p>Heterostructure strategies offer a promising way to overcome these barriers. For instance, MnO<sub>2</sub> is widely utilized in aqueous zinc-ion batteries (ZIBs) due to its high theoretical capacity of 308 mAh g<sup>-1</sup> and a suitable voltage window (1.3-1.4 V <italic>vs.</italic> Zn<sup>2+</sup>/Zn)<sup>[<xref ref-type="bibr" rid="B92">92</xref>]</sup>. Nevertheless, Mn<sup>3+</sup> is prone to both disproportionation reactions (2Mn<sup>3+</sup> → Mn<sup>2+</sup> + Mn<sup>4+</sup>) and Jahn-Teller distortion, which exacerbate manganese dissolution and structural instability. Therefore, constructing heterostructures to enhance the electrochemical activity of Mn-based materials is an effective strategy for improving stability. Based on this, Zhao <italic>et al.</italic> proposed a dynamic transformation strategy that effectively reduces the formation of the irreversible byproduct ZnMn<sub>2</sub>O<sub>4</sub>, which suppresses Mn dissolution and enhances electronic conductivity<sup>[<xref ref-type="bibr" rid="B93">93</xref>]</sup>. The prepared Bi<sub>12.53</sub>Mn<sub>0.47</sub>O<sub>19.85</sub>/R-MnO<sub>2</sub> (BiO/MnO<sub>2</sub>) heterostructure features BiO acting as a reservoir for Bi<sup>3+</sup> [<xref ref-type="fig" rid="fig8">Figure 8A</xref>]. During reaction, BiO can directly supply Bi<sup>3+</sup> to R-MnO<sub>2</sub>, leading to the <italic>in-situ</italic> formation of Bi<sub>2</sub>Mn<sub>4</sub>O<sub>10</sub> (BMO) [<xref ref-type="fig" rid="fig8">Figure 8B</xref>], which facilitates a dynamic transformation from BiO/MnO<sub>2</sub> to BMO/MnO<sub>2</sub>. During this process, the concentration of dissolved Bi<sup>3+</sup> in the electrolyte tends to stabilize, and the dynamic transformation gradually reaches equilibrium, which creates a more abundant heterointerface, avoids spontaneous dissolution of Mn, and enhances reaction kinetics. Consequently, the BiO/MnO<sub>2</sub> based aqueous ZIB exhibits a high rate capability (204.5 mA h g<sup>-1</sup> at 4 A g<sup>-1</sup>) and superior cycling stability (no capacity decay after 2,000 cycles at 2 A g<sup>-1</sup>).</p>
        <fig id="fig8" position="float">
          <label>Figure 8</label>
          <caption>
            <p>(A) HRTEM image of BiO/MnO<sub>2</sub> with SAED pattern; (B) Schematic of Zn||BiO/MnO<sub>2</sub> battery. (A and B) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B93">93</xref>]</sup>, Copyright © 2024 Royal Society of Chemistry; (C) HRTEM of TiS<sub>2</sub>/TiO<sub>2</sub> heterostructure; (D) Energy barriers for the desolvation process of the [Zn(H<sub>2</sub>O)<sub>5</sub>]<sup>2+</sup>(CF<sub>3</sub>SO<sub>3</sub>)<sup>-</sup> solvated structure on different crystal structures. (C and D) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B95">95</xref>]</sup>, Copyright © 2025 Wiley; (E) Schematic illustrations of Zn deposition at different interfaces of bare Zn and ZHC/Cu@Zn. (E) is reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B94">94</xref>]</sup>, Copyright © 2024 Wiley; (F) Schematic illustration of interfacial electronic interaction in PNC/TiN; (G) UV-vis absorbance spectra of PNC/TiN-I<sub>2</sub> before and after being immersed in electrolyte for 4 months. (F and G) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B96">96</xref>]</sup>, Copyright © 2026 Wiley; (H) Characterization of Sn/Al; (I) CV curves of Al||Al<sub>x</sub>MnO<sub>2</sub> and Sn/Al||Al<sub>x</sub>MnO<sub>2</sub> cells at a scan rate of 0.1 mV s<sup>-1</sup>. (H and I) are reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B97">97</xref>]</sup>, Copyright © 2024 Elsevier; (J) Illustration of the improvement in conductivity and NH<sub>4</sub><sup>+</sup> conduction in crystalline-amorphous VO heterostructure.(J) is reprinted with permission from Ref.<sup>[<xref ref-type="bibr" rid="B98">98</xref>]</sup>, Copyright © 2025 American Chemical Society. ZHS: Zinc hydroxysulfate; ZHC: zinc hydroxide chloride; HRTEM: High-resolution transmission electron microscope; SAED: selected area electron diffraction; CV: cyclic voltammetry; PNC: porous N-doped carbon.</p>
          </caption>
          <graphic xlink:href="ez2015.fig.8.jpg"/>
        </fig>
        <p>During the zinc deposition process, the hydrated zinc ion [Zn(H<sub>2</sub>O)<sub>6</sub>]<sup>2+</sup> first overcomes a substantial desolvation energy barrier to strip off its coordinated water molecules, which allows the bare Zn<sup>2+</sup> to gain electrons and plate onto the anode surface<sup>[<xref ref-type="bibr" rid="B94">94</xref>]</sup>. Sluggish desolvation kinetics cause the accumulation of Zn<sup>2+</sup> at the interface, which can induce uneven Zn deposition. Moreover, the intercalation of large-radius hydrated Zn<sup>2+</sup> causes irreversible structural evolution of the electrode and results in diminished cycling stability. Consequently, the desolvation step constitutes a critical bottleneck for interfacial reaction kinetics. To address this, a TiS<sub>2</sub>/TiO<sub>2</sub> heterostructure was designed to simultaneously promote interfacial desolvation and ion/electron transfer<sup>[<xref ref-type="bibr" rid="B95">95</xref>]</sup> [<xref ref-type="fig" rid="fig8">Figure 8C</xref>]. The built-in electric fields in TiS<sub>2</sub>/TiO<sub>2</sub> provide a separating force for charged Zn<sup>2+</sup> and electrically neutral water molecules, which effectively reduces the desolvation barrier [<xref ref-type="fig" rid="fig8">Figure 8D</xref>] and promotes the transformation of [Zn(H<sub>2</sub>O)<sub>6</sub>]<sup>2+</sup> into Zn<sup>2+</sup> during the desolvation process. The resultant mitigation of lattice distortion contributes to an extended cycle life. Furthermore, the synergistic effect of the built-in electric fields and vacancies accelerates Zn<sup>2+</sup> diffusion within the bulk structure. This contributes to a high reversible capacity of 160.9 mAh g<sup>-1</sup> even at a high current density of 5 A g<sup>-1</sup>. Moreover, Wang <italic><italic>et al.</italic></italic> subsequently designed a zinc hydroxide chloride (ZHC) and Cu heterostructure, which effectively guides efficient Zn deposition [<xref ref-type="fig" rid="fig8">Figure 8E</xref>]<sup>[<xref ref-type="bibr" rid="B94">94</xref>]</sup>. ZHC with hydrophilic/zinophobic properties can facilitate the desolvation of hydrated Zn<sup>2+</sup> prior to Zn nucleation, while the adjacent Cu serves as a zincophilic site for subsequent nucleation and deposition. This accelerates Zn<sup>2+</sup> deposition kinetics and effectively suppresses the hydrogen evolution side reactions. </p>
        <p>Heterostructure materials capable of suppressing the shuttle effect are also applicable to aqueous zinc-iodine batteries. A biomass-derived porous N-doped carbon (PNC) coated with TiN (PNC/TiN) has recently been reported as an advanced iodine host<sup>[<xref ref-type="bibr" rid="B96">96</xref>]</sup>. During the reaction, the upshift of the Ti <italic>d</italic>-band center enables orbital coupling between the Ti 3<italic>d</italic> and I 5<italic>p</italic> states, which enhances the affinity for iodine while suppressing polyiodide shuttling [<xref ref-type="fig" rid="fig8">Figure 8F</xref>]. UV-vis spectroscopy reveals that no iodine absorption peaks are detected in the PNC/TiN-I<sub>2</sub> solution even after four months of rest, which corroborates the exceptional chemical immobilization of iodine species within the host structure [<xref ref-type="fig" rid="fig8">Figure 8G</xref>]. This design ultimately achieves an average Coulombic efficiency of 99.93% over 66,000 cycles.</p>
        <p>Aqueous aluminum-metal batteries offer high theoretical energy density because Al<sup>3+</sup> transfers three electrons during redox reactions<sup>[<xref ref-type="bibr" rid="B99">99</xref>]</sup>. Nevertheless, they face critical challenges, including poor reversibility of Al deposition, the formation of a passive layer, and the competing HER. A proven strategy involves introducing foreign metals to interact with Al. The Sn/Al heterostructure using Sn with a higher work function (4.42 eV) than Al (4.28 eV) can guide the underpotential deposition (UPD) of Al<sup>3+[<xref ref-type="bibr" rid="B97">97</xref>]</sup>. The UPD process, in which metal deposition occurs on a substrate at a potential less negative than its thermodynamic deposition potential, realizes efficient and controlled Al deposition. This Sn/Al heterostructure effectively promotes Al stripping/plating and reduces internal resistance. Remarkably, the surface oxide layer on Sn/Al is prone to fracture and fragmentation during rolling, resulting in a uniform distribution of the oxide throughout the composite structure without completely covering the composite surface [<xref ref-type="fig" rid="fig8">Figure 8H</xref>]. These results confirm that the Sn framework not only helps maintain structural stability but also generates SnO<sub>2</sub> during cycling, which introduces higher electronic conductivity and enhances ion diffusion. As a result, the Sn/Al||Sn/Al symmetric cells exhibit stable cycling for over 900 hours with a low overpotential &lt; 0.5 V. In full cells, the Sn/Al (1.40 V) anode shows a higher reduction peak than that observed for bare Al (0.99 V), and the energy density is improved [<xref ref-type="fig" rid="fig8">Figure 8I</xref>]. </p>
        <p>Aqueous ammonium-ion batteries leverage the adsorption characteristics of non-metallic charge carriers to achieve superior volumetric energy density and rate capability<sup>[<xref ref-type="bibr" rid="B100">100</xref>]</sup>. V-based materials have been widely adopted due to their excellent structural integrity and ability to accommodate the large ionic radius of NH<sub>4</sub><sup>+</sup>. Yang <italic>et al.</italic> developed a crystalline-amorphous VO<sub>2</sub> heterostructure (SR-VO) via controlled NaBH<sub>4</sub> etching of VO<sub>2</sub> nanobelts<sup>[<xref ref-type="bibr" rid="B98">98</xref>]</sup>. The heterointerface formed between metallic amorphous VO<sub>x</sub> and semiconducting crystalline VO<sub>2</sub> substantially improves electronic conductivity and reduces the NH<sub>4</sub><sup>+</sup> adsorption energy to -2.20 eV, thereby accelerating charge transfer and ion diffusion [<xref ref-type="fig" rid="fig8">Figure 8J</xref>]. Critically, the amorphous layer acts as a dynamic lattice-self-adaptation buffer that can relieve intercalation-induced mechanical stress, in stark contrast to the severe lattice expansion observed in pristine VO<sub>2</sub>. The synergistic effect of the built-in electric fields and the mechanical buffering of the amorphous layer endows SR-VO with exceptional cycling stability, which delivers a capacity of 83.4 mAh g<sup>-1</sup> after 10,000 cycles at 10 A g<sup>-1</sup> with a decay rate of only 0.004% per cycle. This strategy has also been demonstrated to be universally applicable to other V-based materials (e.g., NH<sub>4</sub>V<sub>6</sub>O<sub>10</sub>, V<sub>6</sub>O<sub>13</sub>, V<sub>2</sub>O<sub>5</sub>).</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>CONCLUSION AND OUTLOOK</title>
      <p>This review emphasizes the heterointerface with clear structures and charge reconfiguration effects. In applications, heterostructures effectively buffer volume expansion, induce uniform alkali-metal plating, and inhibit dendrite growth at the anode. The adsorption-catalysis tandem mechanism can effectively promote the conversion efficiency of key intermediates such as LiPSs and Li<sub>2</sub>O<sub>2</sub> at the cathode. The incorporation of artificial heterostructure interlayers provides critical support for constructing stable batteries capable of operating at high voltage or over a wide temperature range. Notably, the advantages of heterostructure engineering are not confined to a single electrochemical system; they demonstrate cross-system adaptability, establishing a methodological foundation for the design of universal high-performance electrodes. Nevertheless, practical applications remain an ongoing challenge, and further efforts are still needed to address this issue:</p>
      <p>1) Artificial intelligence (AI) assistance and big-data screening. Constructing large-scale databases of properties and integrating machine learning models such as graph neural networks (GNNs) or random forests, AI enables rapid and low-cost prediction of key parameters. These labels are derived from DFT calculations or literature mining, which allows efficient screening of high-potential heterostructures from a vast number of candidate combinations and significantly narrows the scope of experimental verification.</p>
      <p>2) Deep mechanistic understanding of heterointerface. Advanced <italic>in situ</italic> characterization techniques and DFT calculations can be utilized to reveal the dynamic evolution mechanisms of the heterointerface, including phase transitions, defect generation, interface reconstruction, and charge redistribution. These methods capture transient interfacial behaviors and elucidate the fundamental principles governing redox reactions and synergistic effects among components. These provide both theoretical guidance for the rational design and performance optimization of heterostructures.</p>
      <p>3) Controlled synthesis and scalable fabrication. More efforts should be focused on developing controllable synthesis strategies for heterostructures. Currently, most heterostructures still rely on complex, low-yield synthetic routes, while two core issues remain to be solved: (1) achieving atomic-scale uniformity at the heterointerface; (2) poor batch-to-batch reproducibility due to the high sensitivity of reaction kinetics to parameters such as temperature gradients and precursor concentration fluctuations. Synergistic techniques such as vapor deposition, template epitaxy, and interfacial self-assembly should be explored to promote engineering applications. Based on these, two feasible technical routes are proposed: (1) Atomic layer deposition or molecular beam epitaxy can be employed in a model interface. (2) Microwave-assisted synthesis or continuous-flow microreactors are recommended when combined with <italic>in situ</italic> monitoring to realize closed-loop feedback control in reproducible large-scale applications. </p>
      <p>4) Cross-component compatibility and commercialization pathways. In the future, the interfacial compatibility and overall matching degree between heterostructures and other components (such as electrolytes, binders and conductive agents) are critical. Such characteristics must be verified in industrial-scale devices. A comprehensive evaluation system can lay the foundation for the commercial application of heterostructures.</p>
      <p>In summary, the research on heterostructures for electrochemical energy storage is entering a critical transition period from structural innovation to engineering scale-up. Only by achieving systematic breakthroughs in core areas such as quantitative mechanisms, controllable preparation, and full-cell compatibility can heterostructures advance more rapidly toward industrial applications. These provide a solid foundation for next-generation high-safety energy storage technology.</p>
    </sec>
  </body>
  <back>
    <sec>
      <title>DECLARATIONS</title>
      <sec>
        <title>Authors’ contributions</title>
        <p>Writing-original draft: Yang, Z.; Yuan, W.</p>
        <p>Writing-review &amp; editing: Ozoemena, K. I.; Eliseeva, S.; Wang, T.; Wu, Y.</p>
        <p>Collecting &amp; analyzing: Wang, T.</p>
        <p>Supervision: Wang, T.; Wu, Y.</p>
        <p>Funding acquisition: Wang, T.; Wu, Y.</p>
      </sec>
      <sec>
        <title>Availability of data and materials </title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>AI and AI-assisted tools Statement</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Financial support and sponsorship</title>
        <p>This work was supported by the National Natural Science Foundation of China (22279016), Zhishan Young Scholar Program of Southeast University (2242024RCB0004), and Start-up Research Fund of Southeast University (RF1028623005). Y.W. acknowledges the support by the Project on Carbon Emission Peak and Neutrality of Jiangsu Province (BE2022031-4), National Natural Science Foundation of China (52131306 and 52073143), the National Key Research and Development Program of China (2021YFB2400400), and Fundamental Research Funds for the Central Universities (2242023R10001). </p>
      </sec>
      <sec>
        <title>Conflicts of interest</title>
        <p>Wu, Y. is the Editor-in-Chief, and Ozoemena, K. I. is an International Advisory Editorial Board Member of the journal <italic>Energy Z</italic>, but were not involved in any steps of editorial processing, notably including reviewer selection, manuscript handling, and decision making, while the other authors have declared that they have no conflicts of interest.</p>
      </sec>
      <sec>
        <title>Ethical approval and consent to participate</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Consent for publication</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Copyright</title>
        <p>© The Author(s) 2026.</p>
      </sec>
    </sec>
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