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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Soft Sci.</journal-id>
      <journal-id journal-id-type="publisher-id">ss</journal-id>
      <journal-title-group>
        <journal-title>Soft Science</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2769-5441</issn>
      <publisher>
        <publisher-name>OAE Publishing Inc.</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.20517/ss.2026.49</article-id>
      <article-id pub-id-type="publisher-id">SS-2026-49</article-id>
      <article-categories>
        <subj-group>
          <subject>Research Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Electromagnetic synergistic optimization of conductive NiCo-MOF with excellent electromagnetic wave absorption properties</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Luo</surname>
            <given-names>Kaiyan</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hu</surname>
            <given-names>Yupeng</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Zhou</surname>
            <given-names>Teng</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Liu</surname>
            <given-names>Xiaonan</given-names>
          </name>
          <xref ref-type="aff" rid="I2">
            <sup>2</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>Lu</surname>
            <given-names>Maoxia</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lei</surname>
            <given-names>Zhi</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Zhang</surname>
            <given-names>Daohai</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" corresp="yes">
          <name>
            <surname>Gong</surname>
            <given-names>Wei</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>School of Chemical Engineering of Guizhou Minzu University, Guiyang 550025, Guizhou, China.</aff>
      <aff id="I2"><sup>2</sup>National Engineering Research Center for Compounding and Modification of Polymer Materials, Guiyang 550014, Guizhou, China.</aff>
      <author-notes>
        <corresp id="cor1"><sup>*</sup>Correspondence to: Prof. Daohai Zhang, Prof. Wei Gong, School of Chemical Engineering of Guizhou Minzu University, Guiyang 550025, Guizhou, China. E-mail: <email>zhangdaohai6235@163.com</email>; <email>gongw@gznu.edu.cn</email>; Prof. Xiaonan Liu, National Engineering Research Center for Compounding and Modification of Polymer Materials, Guiyang 550014, Guizhou, China. E-mail: <email>liuxiaonan309@163.com</email></corresp>
        <fn fn-type="other">
          <p><bold>Received:</bold> 8 Mar 2026 | <bold>First Decision:</bold> 26 Mar 2026 | <bold>Revised:</bold> 3 Apr 2026 | <bold>Accepted:</bold> 23 Apr 2026 | <bold>Published:</bold> 3 Jul 2026</p>
        </fn>
        <fn fn-type="other">
          <p><bold>Academic Editor:</bold> Guanglei Wu | <bold>Copy Editor:</bold> Xing-Yue Zhang | <bold>Production Editor:</bold> Xing-Yue Zhang</p>
        </fn>
      </author-notes>
      <pub-date pub-type="ppub">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>3</day>
        <month>7</month>
        <year>2026</year>
      </pub-date>
      <volume>6</volume>
	  <issue>3</issue>
      <elocation-id>57</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>The rapid development of information technology has given rise to an urgent demand for high-efficiency electromagnetic wave absorbing materials. It is a challenge for wave-absorbing materials that address the electro-magnetic synergistic effect to develop high-efficiency electromagnetic wave (EMW) materials that can not only reduce the electromagnetic interference generated by electronic devices in daily use but also exhibit a certain degree of stealth in the military field. To study and prepare high-efficiency EMW materials, this paper uses the solvothermal method to prepare NiCo-HHTP, and systematically investigates their electromagnetic wave absorption performance and absorption mechanism. The research shows that the composite material NCH1 obtained in this experiment achieves a minimum reflection loss (RL<sub>min</sub>) value of -56.99 dB and an effective absorption bandwidth of 6.51 GHz at a relatively thin matching thickness of <InlineParagraph>2.9 mm.</InlineParagraph> The polarization effect endows it with good conductive loss, and the magnetic central metal gives it a certain degree of magnetic loss. The synergistic effect of dielectric loss and magnetic loss makes the material exhibit a good wave-absorbing effect. This simple and efficient preparation method provides a new strategy for the preparation and application of metal-organic framework materials in EMW absorption.</p>
      </abstract>
      <kwd-group>
        <kwd>Electromagnetic wave absorption</kwd>
        <kwd>HHTP</kwd>
        <kwd>dielectric loss</kwd>
        <kwd>magnetic loss</kwd>
        <kwd>dielectric-magnetic loss synergistic effect</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>INTRODUCTION</title>
      <p>With the advancement of the information age, electronic devices and information technology have experienced rapid development, leading to an increasing prevalence of electromagnetic (EM) pollution issues<sup>[<xref ref-type="bibr" rid="B1">1</xref>-<xref ref-type="bibr" rid="B3">3</xref>]</sup>. On the one hand, electromagnetic waves (EMW) are steadily eroding human health and posing a potential threat to the safety of our living environment<sup>[<xref ref-type="bibr" rid="B4">4</xref>-<xref ref-type="bibr" rid="B6">6</xref>]</sup>, The harm of EMW to the human body primarily depends on its frequency and intensity<sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup>. On the other hand, in the military domain, electromagnetic interference can disrupt the normal operation of radar systems and communication equipment<sup>[<xref ref-type="bibr" rid="B7">7</xref>]</sup>. Traditional electromagnetic wave absorbers include magnetic materials such as ferrites<sup>[<xref ref-type="bibr" rid="B8">8</xref>]</sup> and magnetic metals<sup>[<xref ref-type="bibr" rid="B9">9</xref>]</sup>, carbon-based materials like graphene<sup>[<xref ref-type="bibr" rid="B10">10</xref>]</sup> and carbon nanotubes<sup>[<xref ref-type="bibr" rid="B11">11</xref>]</sup>, ceramics<sup>[<xref ref-type="bibr" rid="B12">12</xref>]</sup>, as well as conductive polymers and their composites. However, their application scope is limited by shortcomings such as restricted absorption bandwidth, weak energy dissipation, and difficulty in precise tuning<sup>[<xref ref-type="bibr" rid="B13">13</xref>]</sup>.</p>
      <p>MOFs and their derivatives have the advantages of high specific surface area, porous structure, and precise controllability of components and morphology, making them a core research direction for lightweight, broadband, and high-loss wave-absorbing materials. Geng <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B14">14</xref>]</sup> reported the introduction of ZIF-67 nanoparticles into a polysilazane precursor via a physical mixing method, followed by high-temperature pyrolysis to synthesise silicon-containing polymer-derived Si-C-N ceramics (Co-SiCN). The results indicate that the incorporation of ZIF-67 promotes the formation of dielectric loss phases such as SiC nanocrystals, CoSi nanocrystals, and free carbon, resulting in a maximum effective absorption bandwidth of 3.0 GHz at an ultra-low thickness of 1.05 mm, with a minimum reflection loss of <italic>-</italic>46.4 dB at a low frequency of 6 GHz. Xu and colleagues<sup>[<xref ref-type="bibr" rid="B15">15</xref>]</sup> reported a polymer-based EVA-Fe<sub>3</sub>O<sub>4</sub>-GO (EFG) aerogel, prepared using a direct heating cross-linking process and pore modulation engineering. The synergistic combination of Fe<sub>3</sub>O<sub>4</sub> nanoparticles and GO sheets enhanced the magnetic medium loss, while the porous structure promoted multiple microwave scattering. The material exhibited a minimum reflection loss (RL<sub>min</sub>) of <italic>-</italic>34.3 dB at 2.0 mm and an effective absorption bandwidth (EAB) of 4.56 GHz in the high-frequency range. Ma <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B16">16</xref>]</sup> introduced heteroatoms (N and S) co-doped graphene (N, through the co-doping of nitrogen and sulfur, graphene is endowed with abundant defects and disordered sites, which effectively enhances interfacial polarization and dipole polarization, that is, effectively enhances the dielectric loss of the material. The RL<sub>min</sub> of the composite material reaches -47.7 dB at EAB 4.24 GHz. This demonstrates the broad range of applications of MOF in the field of wave-absorbing materials.</p>
      <p>Conductive metal-organic frameworks (cMOFs) possess the characteristics of MOFs, including a high surface area, a porous structure, high density of active sites, and adjustable formulation. In addition, due to their unique π-π conjugated structure, they exhibit excellent electrical conductivity and adjustable central metals (which can adjust the magnetic loss constant to achieve the effect of electrical-magnetic balance)<sup>[<xref ref-type="bibr" rid="B17">17</xref>,<xref ref-type="bibr" rid="B18">18</xref>]</sup>. These characteristics suggest that cMOFs have broad application prospects in the field of electromagnetic wave absorbing materials. In recent years, a series of representative monometallic MOFs research systems have been extensively studied. For example, Shan <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B19">19</xref>]</sup> (2022) systematically investigated their electromagnetic wave absorption performance and absorption mechanisms by constructing monometallic M3(HHTP)2 MOFs of Cu, Zn and Ni; Zhang <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B20">20</xref>]</sup> (2023) synthesized rod-shaped conductive MOFs (cMOFs) composed of tunable metal ions such as Zn, Cu, Co or Ni and hexahydroxytriphenylene (HHTP) ligands to obtain adjustable dielectric properties and thereby realize electromagnetic wave absorption. Although these single-metal MOFs have laid a foundation for material design, a single component cannot simultaneously meet the comprehensive requirements of strong absorption, broadband performance and light weight. To balance the attenuation effects of dielectric loss and magnetic loss, the bimetallic modulation strategy is widely applied in the research and development of metal-organic framework microwave absorbing materials. For example, Chen <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B21">21</xref>]</sup> constructed a series of pristine MOFs with precise and controllable electrical conductivity through a doping and alloying strategy, and synthesized the bimetallic Cu<sub>1.3</sub>Ni<sub>1.7</sub>(HITP)<sub>2</sub>. The controllability is attributed to the changes in free carrier concentration and subtle differences in interlayer displacement or spacing, both of which originate from the atomic tuning of heterogeneous metals. Zhang <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B22">22</xref>]</sup> synthesized bimetallic NiCu-HHTP cMOFs with precisely controllable interlayer spacing. The coexisting structure of nickel ions and copper ions can fine-tune charge transport, electronic band structure and dielectric properties. Therefore, the bimetallic HHTP structure can achieve stronger electromagnetic wave attenuation capability and a wider effective absorption bandwidth, providing a feasible design strategy for the research and development of high-performance conductive metal-organic framework electromagnetic wave absorbing materials.</p>
      <p>In this paper, NiCo-HHTP was prepared by the solvothermal method using HHTP as the ligand. Conductive MOFs have received little attention from researchers in the domain of electromagnetic wave absorption. Starting from the composition and morphology, HHTP is selected as the ligand. By changing the proportion of the central metal, the morphology and structure of the material are regulated, and the magnetic loss constant is changed to form a dielectric loss and magnetic loss. The complementary/synergistic effect of loss has been demonstrated to optimise the impedance matching of the material, thereby ensuring the material achieves a satisfactory electromagnetic synergistic effect<sup>[<xref ref-type="bibr" rid="B19">19</xref>]</sup>. The composite material NCH1 prepared in this experiment achieved a RL<sub>min</sub> value of -56.99 dB and an EAB of 6.51 GHz at a matching thickness of 2.9 mm. cMOFs materials can simultaneously achieve the synergistic effect of multiple loss mechanisms such as conduction loss, dielectric loss, magnetic loss, and interfacial polarization. In-depth study of its electromagnetic response laws helps to reveal the contributions of heterogeneous interfaces, defects, and dielectric losses to electromagnetic wave attenuation, and provides theoretical support for the mechanism research of a new generation of high-performance wave-absorbing materials.</p>
    </sec>
    <sec id="sec2">
      <title>EXPERIMENTAL</title>
      <sec id="sec2-1">
        <title>Experimental materials and preparation methods</title>
        <p>The chemical reagents used in this study, including hexahydroxytriphenylene (HHTP), cobalt(II) acetate tetrahydrate [Co(CH<sub>3</sub>COO)<sub>2</sub>·4H<sub>2</sub>O], nickel(II) acetate tetrahydrate [Ni(CH<sub>3</sub>COO)<sub>2</sub>·4H<sub>2</sub>O], isopropanol (IPA), and anhydrous ethanol, were all purchased from Aladdin Reagent Co., Ltd. (Aladdin, Shanghai, China). The chemicals utilised in this study were all commercially available and employed without further purification.</p>
      </sec>
      <sec id="sec2-2">
        <title>Preparation method of M-HHTP (M = Ni, Co)</title>
        <p>Dissolve 0.5 mmol of HHTP in 12 mL of isopropanol, then centrifuge and stir at 80 revolutions per minute at room temperature for 20 min. Dissolve 0.7 mmol of acetate in 15 mL of deionized water and stir at 60 revolutions per minute for 10 min at room temperature. Then slowly add the acetate aqueous solution to the isopropanol dispersion containing HHTP and stir at 80 revolutions per minute at room temperature for <InlineParagraph>20 min</InlineParagraph> to ensure thorough mixing of the two solutions. Subsequently, react in a reactor at 80 °C for 20 h. Subsequent to cooling to ambient temperature, collection of the precipitate by centrifugation should be undertaken, along with thorough washing with deionised water and ethanol. The final stage of the process is to dry the product in a vacuum oven at 60 °C for 15 h, which will result in the target product being obtained.</p>
        <p>Under a fixed ligand HHTP concentration of 0.5 mmol, five M-HHTPs were synthesised by altering the acetate ratio: when Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:0, it was designated as NH; when Ni<sup>2+</sup>:Co<sup>2+</sup> = 0:1, as CH; when Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3, as NCH1; when Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1, as NCH2; and when Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1, as NCH3.</p>
      </sec>
      <sec id="sec2-3">
        <title>Characterisation</title>
        <p>The microscopic morphology and elemental distribution of the samples were observed by scanning electron microscopy (SEM) combined with energy-dispersive X-ray spectroscopy (EDX). Powder X-ray diffraction (PXRD) was used to analyze the crystal structure and chemical bonding characteristics of the as-prepared materials.</p>
        <p>X-ray photoelectron spectroscopy (XPS) was employed to investigate the surface elemental composition and chemical valence states. During data collection, the pass energy was set to 20 eV, and the energy resolution was maintained at 0.05 eV. All binding energies were calibrated using the C 1s peak at 284.8 eV as the reference standard. The Shirley background was adopted for background subtraction. All XPS spectra were fitted and deconvoluted using standard Doniach-Sunjic functions to achieve quantitative analysis. The real and imaginary parts of dielectric loss and magnetic loss of composite materials were measured by using a Vector Network Analyzer (VNA, KeysightN5225B, USA).</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>RESULTS AND DISCUSSION</title>
      <p>The flow chart for the synthesis of M-HHTP (M = Ni, Co) coordinated metal-organic framework materials by the solvothermal method in this study is shown in <xref ref-type="fig" rid="fig1">Figure 1A</xref>. In the solvothermal synthesis reaction, metal ions coordinate with the oxygen atoms on the HHTP ligand to form parallel structural units, and after crystal growth, the target M-HHTP cMOFs are formed<sup>[<xref ref-type="bibr" rid="B19">19</xref>,<xref ref-type="bibr" rid="B23">23</xref>,<xref ref-type="bibr" rid="B24">24</xref>]</sup>. From <xref ref-type="fig" rid="fig1">Figure 1B</xref>-<xref ref-type="fig" rid="fig1">G</xref>, it can be observed that there are rod-like structures and irregular crystals growing on the surface of these rod-like structures in the samples, and the rods and crystals in the images are clearly visible. <xref ref-type="fig" rid="fig1">Figure 1H</xref>-<xref ref-type="fig" rid="fig1">K</xref> and <xref ref-type="fig" rid="fig1">1L</xref>-<xref ref-type="fig" rid="fig1">O</xref> show the energy dispersive X-ray spectroscopy (EDS) images of materials NCH1 and NCH3, and energy spectrum analysis of O, Co, and Ni elements was performed on samples NCH1 and NCH3, Confirming the existence of O, Co, and Ni elements in the materials. The distribution of the three elements can be observed in <xref ref-type="fig" rid="fig1">Figure 1K</xref> and <xref ref-type="fig" rid="fig1">O</xref>.</p>
      <fig id="fig1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>(A) shows a flow chart of how to prepare M-HHTP; (B-D) are the 100 nm SEM images of NCH1, NCH2 and NCH3, respectively; (E-G) are the 200 nm SEM images of NH, CH and NCH1, respectively; (H-K) are the EDS scans of O, Ni, Co and the three components in the material NCH1, respectively, and (L-O) are the EDS scans of O, Ni, Co and the three components in the material NCH3, respectively. HHTP: Hexahydroxytriphenylene; M-HHTP: metal-hexahydroxytriphenylene (M = Ni, Co); SEM: scanning electron microscopy; NCH1: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3); NCH2: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1); NCH3: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1); EDS: energy dispersive X-ray spectroscopy; IPA: isopropanol; NH: nickel-only material; CH: cobalt-only material.</p>
        </caption>
        <graphic xlink:href="ss6049.fig.1.jpg"/>
      </fig>
      <p>The crystallinity of cMOF can be further analysed by scanning M-HHTP using X-ray diffraction (PXRD). As can be seen in <xref ref-type="fig" rid="fig2">Figure 2A</xref>, the diffraction patterns at 2θ = 9.22° and 13.94° correspond to the (200) and (210) crystal planes of Co-HHTP, confirming the successful synthesis of M-HHTP<sup>[<xref ref-type="bibr" rid="B25">25</xref>]</sup>. The XRD pattern of Ni-HHTP shows clear diffraction peaks at 9.22°, 13.94°, 16.1°, 21.3°, and 26.8°, which correspond to the (200), (210), (220), (221), and (004) crystal planes of Ni-HHTP<sup>[<xref ref-type="bibr" rid="B19">19</xref>,<xref ref-type="bibr" rid="B22">22</xref>]</sup>. It indicates that NCH1, NCH2 and NCH3 mainly maintain the crystal structure of Ni-HHTP. Only trace amounts of Co<sub>3</sub>O<sub>4</sub> exist in the composite, which cannot be clearly observed in XRD patterns but leads to the obvious fluctuations of electromagnetic parameters of NCH2 as shown in <xref ref-type="fig" rid="fig2">Figure 2A</xref>. At the same time, characteristic peaks corresponding to metallic Ni, Co, or Ni-containing and Co-containing compounds were detected, indicating the samples have been synthesized successfully<sup>[<xref ref-type="bibr" rid="B26">26</xref>]</sup>. The elemental composition, chemical bonds, and chemical states of M-HHTP were examined by XPS. <xref ref-type="fig" rid="fig2">Figure 2B</xref> shows that the NCH1 sample exhibits peaks characteristic of C 1s, O 1s, Ni 2p and Co 2p, when taking NCH1 as an example. <xref ref-type="fig" rid="fig2">Figure 2C</xref>-<xref ref-type="fig" rid="fig2">F</xref> present the XPS spectra of sample NCH1, from which it can be seen that various diffraction peaks of C, O, Ni and Co exist in the bimetallic NCH1, confirming the presence of these elements. The C 1s XPS spectrum of sample NCH1 shows three peaks at 284.8, 286 and 288.5 eV, which correspond to C–C sp<sup>3</sup>, C–O and O=C–O bonds, respectively<sup>[<xref ref-type="bibr" rid="B27">27</xref>]</sup>. The C–C/C=C sp<sup>3</sup> peaks are a result of the π-π conjugated benzene ring<sup>[<xref ref-type="bibr" rid="B28">28</xref>,<xref ref-type="bibr" rid="B29">29</xref>]</sup>. The O 1s XPS measurement displays two characteristic peaks, with the maximum peaks at 531.5 and 533.2 eV, respectively, correlating to the C–O and O=C–O groups<sup>[<xref ref-type="bibr" rid="B30">30</xref>,<xref ref-type="bibr" rid="B31">31</xref>]</sup>. Four characteristic peaks are observed in the Ni 2p XPS measurement spectrum. The absorption peaks observed at 853.7 and 873 eV are attributed to Ni 2p<sub>3/2</sub> and Ni 2p<sub>1/2</sub>, indicating the presence of nickel in the compound. The peaks detected at 858 and 879 eV are consistent with the satellite peaks of Ni 2p<sub>3/2</sub> and Ni 2p<sub>1/2</sub>, respectively<sup>[<xref ref-type="bibr" rid="B32">32</xref>,<xref ref-type="bibr" rid="B33">33</xref>]</sup>. The XPS spectroscopic analysis of Co 2p reveals the presence of five discernible peaks. The peaks at 778.2, 782 and 797.32 eV correspond to Co 2p<sub>3/2</sub>, Co-O and Co 2p<sub>1/2</sub>, respectively. The observed peaks at 785.7 and 803 eV correspond to the satellite peaks that have been previously identified.</p>
      <fig id="fig2" position="float">
        <label>Figure 2</label>
        <caption>
          <p>(A) shows the comparison of XRD patterns for NH, CH, NCH1, NCH2 and NCH3 samples; (B-F) show the XPS spectra measurements of C 1s, O 1s, Ni 2p and Co 2p for NCH1, respectively. XRD: X-ray diffraction; NH: nickel-only material; CH: cobalt-only material; NCH1: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3); NCH2: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1); NCH3: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1); XPS: X-ray photoelectron spectroscopy.</p>
        </caption>
        <graphic xlink:href="ss6049.fig.2.jpg"/>
      </fig>
      <p>In accordance with the transmission line theory, the reflection loss (RL) parameters of the samples were calculated for the frequency band spanning 2 to 18 GHz, utilising the Equations (1) and (2)<sup>[<xref ref-type="bibr" rid="B34">34</xref>-<xref ref-type="bibr" rid="B36">36</xref>]</sup>. The outcomes of this calculation are presented in <xref ref-type="fig" rid="fig3">Figure 3</xref>. The microwave absorbing performance of the prepared material samples was evaluated through RL and EAB (the frequencies covered when RL <InlineParagraph>≤ -10 dB)<sup>[<xref ref-type="bibr" rid="B37">37</xref>]</sup>.</InlineParagraph></p>
      <fig id="fig3" position="float" width="560">
        <label>Figure 3</label>
        <caption>
          <p>Analysis of the microwave absorption performance of M-HHTP; (A1-A3) are NCH1; (B1-B3) are NCH2; (C1-C3) are NCH3 3D and 2D RL value diagrams. M-HHTP: Metal-hexahydroxytriphenylene (M = Ni, Co); NCH1: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3); NCH2: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1); NCH3: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1); 3D: three-dimensional; 2D: two-dimensional; RL: reflection loss; EAB<sub>max</sub>: maximum effective absorption bandwidth; RL<sub>min</sub>: minimum reflection loss.</p>
        </caption>
        <graphic xlink:href="ss6049.fig.3.jpg"/>
      </fig>
      <p><disp-formula> <label>(1)</label> <tex-math id="E1"> $$  \mathrm{RL}=20 \lg \left|\frac{\mathrm{Z}_{\text {in }}-\mathrm{Z}_{0}}{\mathrm{Z}_{\text {in }}+\mathrm{Z}_{0}}\right| \\ $$ </tex-math></disp-formula></p>
      <p><disp-formula> <label>(2)</label> <tex-math id="E2"> $$  Z_{\text {in }}=Z_{0} \sqrt{\frac{\mu_{r}}{\varepsilon_{r}}} \tanh \left[j\left(\frac{2 \pi f d}{c}\right) \sqrt{\mu_{r} \varepsilon_{r}}\right] \\ $$ </tex-math></disp-formula></p>
      <p>Here, Z<sub>in</sub> is representative of the input impedance of the absorber, while Z<sub>0</sub> denotes the impedance in free space. The relative complex permittivity is denoted by ε<sub>r</sub>, the relative complex permeability by μ<sub>r</sub>, the variable f is the frequency of the incident EMW, d is the thickness, and c is the propagation speed of EMW in free space. Through the formula, we can understand the parameter relationships between Z<sub>in</sub>, Z<sub>0</sub>, ε<sub>r</sub>, μ<sub>r</sub>, f, d, and c. <xref ref-type="fig" rid="fig3">Figure 3A1</xref>, <xref ref-type="fig" rid="fig3">B1</xref> and <xref ref-type="fig" rid="fig3">C1</xref> illustrate the 3D RL variation curves of the respective samples. At the given matching thickness and frequency, the RL value of sample NCH3 is below the delineated contour line of -10 dB but always above -20 dB, indicating that the EWA of the bimetallic ions in material NCH3 under this ratio is insufficient. This makes the sample unable to effectively adjust the electromagnetic properties of the composite material, thereby leading to impedance mismatch. When incident electromagnetic waves occur, the presence of impedance mismatch leads to an increased number of reflections. This, in turn, reduces the energy absorbed inside the material, ultimately resulting in a more negative value of RL (i.e., stronger microwave absorption). As shown in <xref ref-type="fig" rid="fig3">Figure 3A1</xref>-<xref ref-type="fig" rid="fig3">A3</xref> and <xref ref-type="fig" rid="fig3">B1</xref>-<xref ref-type="fig" rid="fig3">B3</xref>, when the thicknesses of samples NCH1 and NCH2 are 2.9 mm and 2.68 mm respectively, the RL<sub>min</sub> values are -56.99 and -55.11 dB; when their thicknesses are 2.38 and 3.15 mm, the EAB reaches 6.51 and 6.16 GHz. This is due to the fact that, when the ratio of the bimetallic ions is Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3 and 3:1, composite material M-HHTP can effectively adjust the dielectric constant parameters and magnetic permeability parameters (ε<sub>r</sub> and μ<sub>r</sub>). This can therefore optimise impedance matching, reduce electromagnetic wave reflection, and improve energy absorption. Concurrently, the synergistic effect of both dipole polarization and interfacial polarization enhances energy conduction loss and facilitates optimised electron transport pathways, thereby achieving a lower RL value. M-HHTP, with the requisite thickness, can be utilised to optimise the electromagnetic characteristics of the constituent materials through the processes of polarization and dipole polarization, which are generated at the heterogeneous interface. This enhancement of impedance matching is achieved through a synergistic effect with mechanisms such as magnetic loss, thereby constructing a multiple loss system that encompasses “dielectric loss”, “interface polarization”, and “magnetic loss”. This, in turn, results in a further reduction in the RL value.</p>
      <p>Further studies were conducted on both the dielectric properties and magnetic permeability of sample M-HHTP, with EWA performance tests being carried out at elevated frequencies ranging from 2 to 18 GHz. Specifically, ε″ signifies the dissipative nature of the material under an applied electric field, whereas ε′ represents its inherent capacity for energy storage. The specific expressions of ε′ and ε″ are as follows<sup>[<xref ref-type="bibr" rid="B38">38</xref>,<xref ref-type="bibr" rid="B39">39</xref>]</sup>:</p>
      <p><disp-formula> <label>(3)</label> <tex-math id="E3"> $$  \varepsilon^{\prime}=\varepsilon_{\infty}+\frac{\varepsilon_{s}-\varepsilon_{\infty}}{1+(2 \pi f)^{2} \tau^{2}} \\ $$ </tex-math></disp-formula></p>
      <p><disp-formula> <label>(4)</label> <tex-math id="E4"> $$  \varepsilon^{\prime \prime}=\frac{2 \pi f \tau\left(\varepsilon_{s}-\varepsilon_{\infty}\right)}{1+(2 \pi f)^{2} \tau^{2}} \\ $$ </tex-math></disp-formula></p>
      <p>Here, ε<sub>s</sub> represents the static dielectric constant, ε<sub>∞</sub> represents the relative dielectric constant, and τ represents the dielectric relaxation time. Dielectric loss is a form of manifestation of electromagnetic wave attenuation. Conduction loss and dielectric polarization are the decisive factors of dielectric loss. In the electromagnetic wave frequency band, dielectric polarization includes interfacial polarization and dipole polarization. As illustrated in <xref ref-type="fig" rid="fig4">Figure 4A</xref> and <xref ref-type="fig" rid="fig4">B</xref>, the dielectric constant of NCH3 remains approximately constant at approximately 4 and 1.5 for the real and imaginary parts, respectively. In contrast, the real and imaginary parts of the dielectric constant of samples NCH1 and NCH2 exhibit a decrease with increasing frequency. The real part of the complex dielectric constant of NCH1 decreases from 8.5 to 5, and the imaginary part decreases from 2.5 to 1.5. However, the real part of the dielectric constant of NCH2 declines with rising frequency within the range of 2-14, and rises with increasing frequency within the range of 14-18. The imaginary component of the dielectric constant increases with rising frequency, within the 10-13 range, thereby signifying that polarization relaxation occurs within the samples at these specific frequencies. In addition, the ε′ and ε″ values of NCH1 are greater than those of NCH2 and NCH3, indicating that NCH1 has a higher ability to store and dissipate electric field energy than the other two bimetallic materials. In <xref ref-type="fig" rid="fig4">Figure 4C</xref>, it has been established that the dielectric loss tangent value of sample NCH1 is considerably higher than those of the two other samples, thus indicating that the dielectric loss of NCH1 is more significant in relation to that of the other samples. As shown in <xref ref-type="fig" rid="fig4">Figure 4D</xref>, NCH2 exhibits an obvious peak at approximately 10-<InlineParagraph>14 GHz,</InlineParagraph> with its μ′ rapidly rising to 1.45, indicating that the electromagnetic energy storage capacity of the material is significantly enhanced at this frequency. In contrast, the μ′ of NCH1 displays a gentle fluctuation within the range of 0.95-1.2 without the presence of discernible peaks, suggesting that its magnetic energy storage capacity remains relatively stable as the frequency increases, thus avoiding significant fluctuations. It is evident that the observed phenomenon is attributable to the natural resonance effect caused by Ni<sup>2+</sup> and Co<sup>2+</sup> within a distinct high-frequency range, specifically between 10 and 14 GHz<sup>[<xref ref-type="bibr" rid="B24">24</xref>]</sup>. The μ′ value of NCH2 shows obvious fluctuations at frequency 12, which is attributed to the coexistence of Co<sub>3</sub>O<sub>4</sub> in the Co/C matrix. The different magnetic permeabilities and response frequencies of different magnetic phases cause specific phases to alternately dominate the magnetic response under different frequency bands, thereby inducing μ′ oscillations during the phase transition. It can be seen from <xref ref-type="fig" rid="fig4">Figure 4E</xref> that the μ″ values of NCH1 and NCH2 have large peaks at a frequency of 10-14 GHz, indicating that the samples have an enhanced magnetic loss effect in this frequency band<sup>[<xref ref-type="bibr" rid="B19">19</xref>,<xref ref-type="bibr" rid="B21">21</xref>]</sup>. However, at frequencies of 10-16, the μ″ values of NCH1 and NCH2 significantly increase from 0 to 0.3 and 0.5, indicating the appearance of obvious resonance peaks in these two frequency bands. The observation of this occurrence suggests that the magnetic dissipation is attributable to a combination of exchange and natural resonance. <xref ref-type="fig" rid="fig3">Figure 3F</xref> illustrates the magnetic loss (tanδ<sub>μ</sub> = μ′/μ″) value, which fluctuates between 0 and 0.4. It is evident that the tanδ<sub>ε</sub> value is considerably larger than the tanδ<sub>μ</sub> value. This finding suggests that dielectric loss is a primary factor in the reduction of microwave energy<sup>[<xref ref-type="bibr" rid="B22">22</xref>,<xref ref-type="bibr" rid="B25">25</xref>,<xref ref-type="bibr" rid="B40">40</xref>]</sup>. Therefore, it can be concluded that the microwave energy attenuation of this sample is dominated by dielectric loss.</p>
      <fig id="fig4" position="float" width="560">
        <label>Figure 4</label>
        <caption>
          <p>(A-F) are the analysis diagrams of the bimetallic electromagnetic loss mechanism of the samples; (A-C) are respectively the real part of the dielectric constant, the imaginary part of the dielectric constant, and the tangent of the dielectric loss angle corresponding to the frequency of the bimetal; (D-F) are the real part of permeability, the imaginary part of permeability, and the magnetic loss tangent corresponding to the frequency of the bimetal, respectively. NCH1: Nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3); NCH2: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1); NCH3: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1).</p>
        </caption>
        <graphic xlink:href="ss6049.fig.4.jpg"/>
      </fig>
      <p>It is widely accepted that dielectric loss in microwave-absorbing materials (MAMs) can be categorised into two primary mechanisms: conductive and polarisation loss. The Debye theoretical model can further characterise the potential loss mechanisms in the sample<sup>[<xref ref-type="bibr" rid="B41">41</xref>,<xref ref-type="bibr" rid="B42">42</xref>]</sup>:</p>
      <p><disp-formula> <label>(5)</label> <tex-math id="E5"> $$  \left(\varepsilon^{\prime}-\frac{\varepsilon_{\mathrm{s}}-\varepsilon_{\infty}}{2}\right)^{2}+\left(\varepsilon^{\prime \prime}\right)^{2}=\left(\frac{\varepsilon_{\mathrm{s}}-\varepsilon_{\infty}}{2}\right)^{2} \\ $$ </tex-math></disp-formula></p>
      <p>In this equation, ε′ represents the real part of the dielectric constant, ε″ represents the imaginary part of the dielectric constant, ε<sub>s</sub> stands for the static dielectric constant, and ε<sub>∞</sub> denotes the dielectric constant at the high-frequency limit. The Cole-Cole semicircle clearly characterises the polarisation relaxation process, with each distinct semicircle representing a separate polarisation relaxation mechanism, while the low-frequency linear tail region mainly arises from the contribution of conductive loss<sup>[<xref ref-type="bibr" rid="B43">43</xref>]</sup>. From the XRD pattern of sample A in <xref ref-type="fig" rid="fig2">Figure 2</xref>, it can be seen that, compared with other samples, NCH1 exhibits a higher degree of crystallinity, indicating the presence of more polarisation losses, including dipole polarisation of functional groups and unsaturated bonds, as well as bimetallic ions. The data in <xref ref-type="fig" rid="fig5">Figure 5A</xref> and <xref ref-type="fig" rid="fig5">B</xref> show that CH exhibits more Cole-Cole semicircles compared with NH. This research result confirms the following hypothesis: CH possesses stronger Debye dipole relaxation properties. Under the action of electromagnetic radiation, the polarization relaxation effect formed by electric dipoles composed of cobalt ions and oxygen atoms is stronger than that formed by electric dipoles composed of nickel ions and oxygen atoms. In addition, the data in <xref ref-type="fig" rid="fig5">Figure 5C</xref>-<xref ref-type="fig" rid="fig5">E</xref> indicates that NCH1 exhibits a greater number of Cole-Cole semicircles compared to NCH2 and NCH3. This finding points to the hypothesis that NCH1 displays stronger Debye dipole relaxation, attributable to the enhanced polarisation relaxation of the electric dipoles comprising nickel ions, cobalt ions, and oxygen atoms when exposed to electromagnetic wave radiation. To understand the relationship between NCH1 and thickness, RL, and frequency, we applied the quarter-wavelength theory, with the formula as follows:</p>
      <fig id="fig5" position="float">
        <label>Figure 5</label>
        <caption>
          <p>(A-E) shows the Cole<italic>-</italic>Cole curves of NH, CH, NCH1, NCH2 and NCH3; (F) shows the RL values of NCH1 related to frequency and thickness, the pentagrams indicate that the frequencies corresponding to the RL values of different thicknesses exactly fall on the λ/4 frequency curve; (G) represents conductive loss (ε<sub>c</sub>″); (H) represents polarisation loss (ε<sub>p</sub>″). NH: Nickel-only material; CH: cobalt-only material; NCH1: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3); NCH2: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1); NCH3: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1); RL: reflection loss.</p>
        </caption>
        <graphic xlink:href="ss6049.fig.5.jpg"/>
      </fig>
      <p><disp-formula> <label>(6)</label> <tex-math id="E6"> $$  t_{m}=\frac{\mathrm{nc}}{4 f_{m} \operatorname{Re}\left(\sqrt{\mu_{r} \varepsilon_{r}}\right)}(n=1,3,5,7 \cdots) \\ $$ </tex-math></disp-formula></p>
      <p>The thickness is represented by t<sub>m</sub> and the frequency by f<sub>m</sub>. If the values of t<sub>m</sub> and f<sub>m</sub> satisfy Equation (6), then the interference of the incident and reflected waves cancels them out. At this point, the microwaves are absorbed by the material significantly more efficiently. <xref ref-type="fig" rid="fig5">Figure 5F</xref> shows the quarter-wavelength matching curve of NCH1. As can be seen, the peak of RL<sub>min</sub> shifts towards the lower frequency range. This shift, caused by an increase in thickness, indicates that EMW at different frequency bands can be achieved by adjusting the material thickness. The red curve in the figure shows the t<sub>m</sub> values that were calculated using the t theoretical model of a quarter wavelength. The intersection of the extended line of the RL<sub>min</sub> peak with the extended line of the t<sub>m</sub> value aligns well with the 1/4 λ curve, indicating that the interference effect also contributes to the absorption performance of NCH1. Furthermore, filler loading and sample thickness jointly determine the final microwave absorption performance. In this work, under a fixed filler loading of 50 wt%, the composite possesses suitable conductivity and moderate dielectric loss, avoiding impedance mismatch caused by excessively high or low filling content. When the matching thickness reaches 2.9 mm, it satisfies the quarter-wavelength attenuation principle and realizes optimal impedance matching with free space. Consequently, the NiCo-HHTP composite delivers an excellent reflection loss value of <italic>-</italic>56.99 dB at this condition.</p>
      <p>Using the Debye relaxation formula in conjunction with nonlinear fitting via the least squares method, Equations (7) and (8) can be used to calculate ε<sub>p</sub>″ and ε<sub>c</sub>″<sup>[<xref ref-type="bibr" rid="B43">43</xref>]</sup>:</p>
      <p><disp-formula> <label>(7)</label> <tex-math id="E7"> $$  \varepsilon_{c}^{\prime \prime}=\frac{\sigma}{2 \pi f \varepsilon_{0}} \\ $$ </tex-math></disp-formula></p>
      <p><disp-formula> <label>(8)</label> <tex-math id="E8"> $$  \varepsilon_{p}^{\prime \prime}=\left(\varepsilon_{s}-\varepsilon_{\infty}\right) \frac{2 \pi f \tau}{1+(2 \pi f)^{2} \tau^{2}} \\ $$ </tex-math></disp-formula></p>
      <p>As shown in <xref ref-type="fig" rid="fig5">Figure 5G</xref> and <xref ref-type="fig" rid="fig5">H</xref>, the two types of losses exhibit opposite trends with frequency: ε<sub>c</sub> gradually decreases, while ε<sub>p</sub> increases with increasing frequency. This indicates that the concentration of ε<sub>c</sub> is primarily observed within the low-frequency range, while the predominance of ε<sub>p</sub> is seen in the high-frequency range. Furthermore, as the amount of Co<sup>2+</sup> decreases and Ni<sup>2+</sup> increases, both ε<sub>p</sub> and ε<sub>c</sub> decrease. In NCHX composites, the conductivity effect of Co–C bonds formed by Co<sup>2+</sup> with semiconductor characteristics combining with C atoms is inferior to that of Ni-C bonds formed by Ni<sup>2+</sup> combining with C atoms, which hinders the effective transmission of active electrons, resulting in low conductivity. However, this does not affect the EMW absorption of composites with other proportions (such as NCH2). NCH2 forms numerous heterojunction surfaces where heterocharges accumulate to create dipole polarisation, which, through interaction with interfacial polarisation, weakens EMW<sup>[<xref ref-type="bibr" rid="B44">44</xref>]</sup>.</p>
      <p>The parameters of impedance matching |Z| and attenuation constant α are fundamental to the classification of effective wave-absorbing materials, as evidenced by the following formulae<sup>[<xref ref-type="bibr" rid="B19">19</xref>]</sup>:</p>
      <p><disp-formula> <label>(9)</label> <tex-math id="E9"> $$  |Z|=\left(\mu_{r} / \varepsilon_{r}\right)^{1 / 2} \\ $$ </tex-math></disp-formula></p>
      <p><disp-formula> <label>(10)</label> <tex-math id="E10"> $$  \alpha=\frac{\sqrt{2} \pi f}{c} \sqrt{\left(\mu^{\prime \prime} \varepsilon^{\prime \prime}-\mu^{\prime} \varepsilon^{\prime}\right)^{2}+\sqrt{\left(\mu^{\prime \prime} \varepsilon^{\prime \prime}-\mu^{\prime} \varepsilon^{\prime}\right)^{2}+\left(\mu^{\prime} \varepsilon^{\prime \prime}+\mu^{\prime \prime} \varepsilon^{\prime}\right)^{2}}} \\ $$ </tex-math></disp-formula></p>
      <p>Here, c is the speed of light in a vacuum. The absorbing material’s attenuation capability is directly proportional to the size of the attenuation constant. Impedance matching value of 1 means more electromagnetic waves are absorbed, leading to larger α values and stronger dissipation. As illustrated in <xref ref-type="fig" rid="fig6">Figure 6A</xref> and <xref ref-type="fig" rid="fig6">B</xref>, within the 2-8 frequency range, the highest impedance matching is evident in NCH1, indicating its capacity to absorb a significant volume of low-frequency electromagnetic energy. Its attenuation capability for low-frequency electromagnetic waves is notably efficacious. However, the NCH1 sample exhibits the poorest impedance matching for electromagnetic waves within the 10-18 GHz frequency range. The NCH1 sample absorbs more mid-frequency electromagnetic waves (8-13) and exhibits higher attenuation capability than the NCH2 and NCH3 samples, converting them into other forms of energy. In the frequency region spanning from 8 to 12, the highest observed impedance matching is exhibited by NCH2, suggesting its capacity to absorb and convert a substantial proportion of mid-frequency electromagnetic waves. Furthermore, its attenuation capability for electromagnetic waves within the 12-14 mid-frequency range is particularly pronounced, indicating its optimal performance in this spectral domain. In summary, achieving high electromagnetic wave absorption performance requires a good balance between the material’s impedance matching |Z| and the attenuation constant α. To further highlight the advantages of NiCo-HHTP, its absorption mechanisms are systematically compared with classic representative 2D materials such as graphene, MXenes, and other 2D conductive MOFs. Compared with graphene and MXene, which usually exhibit excessively high conductivity and poor impedance matching<sup>[<xref ref-type="bibr" rid="B45">45</xref>,<xref ref-type="bibr" rid="B46">46</xref>]</sup>, the 2D NiCo-HHTP framework optimally balances dielectric loss and magnetic loss through bimetallic modulation<sup>[<xref ref-type="bibr" rid="B22">22</xref>,<xref ref-type="bibr" rid="B47">47</xref>]</sup>. Different from single-component 2D MOF materials with limited loss sources, the prepared NiCo-HHTP simultaneously integrates interfacial polarization relaxation, magnetic resonance loss, and thermal conversion effects. Such a multi-mechanism collaborative system endows NiCo-HHTP with more superior impedance matching characteristics and stronger electromagnetic attenuation capability, thereby demonstrating obvious competitive advantages over conventional 2D wave-absorbing materials.</p>
      <fig id="fig6" position="float">
        <label>Figure 6</label>
        <caption>
          <p>(A) shows the impedance matching |Z| value and (B) shows the attenuation constant ɑ value; (C) Eddy current loss; (D) Wave impedance (η); (E) Reflection coefficient (R); (F) Comparison with other similar absorbing materials (data source <xref ref-type="table" rid="t1">Table 1</xref>); (G) The electromagnetic wave absorption mechanism of M-HHTP is explained here. NH: Nickel-only material; CH: cobalt-only material; NCH1: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3); NCH2: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1); NCH3: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1).</p>
        </caption>
        <graphic xlink:href="ss6049.fig.6.jpg"/>
      </fig>
      <p>To further investigate the mechanism of magnetic loss, we introduce the eddy current loss C<sub>0</sub> for analysis, which is expressed as follows<sup>[<xref ref-type="bibr" rid="B48">48</xref>]</sup>:</p>
	  <p><disp-formula> <label>(11)</label> <tex-math id="E11"> $$  C_{0}=\mu^{\prime \prime}\left(\mu^{\prime}\right)^{2} f^{-1} $$ </tex-math></disp-formula></p>
      <p>When identified as the primary cause of magnetic loss, eddy current loss is expected to exhibit relatively stable C<sub>0</sub> values across different frequencies. Conversely, deviations in C<sub>0</sub> can be ascribed to natural resonance or exchange resonance phenomenon. For samples NCH1 and NCH2 in the 5-12 GHz frequency range, the curves show minimal oscillation, indicating that magnetic loss is primarily governed by eddy current effects in this region [<xref ref-type="fig" rid="fig6">Figure 6C</xref>]. In accordance with Aharoni’s theory, it is acknowledged that exchange resonance manifests at frequencies that surpass those of natural resonance<sup>[<xref ref-type="bibr" rid="B49">49</xref>]</sup>. It is evident that natural resonance is predominantly exhibited within the lower frequency range of 2-5 GHz, while exchange resonance assumes a principal role within the higher frequency range of 12-18 GHz.</p>
      <p>Under normal circumstances, impedance is determined by frequency, wavelength and thickness. The fixed impedance matching characteristics of the material can be represented by the wave impedance (η). As shown in <xref ref-type="fig" rid="fig6">Figure 6D</xref>, η varies with the ratio of Ni<sup>2+</sup> and Co<sup>2+</sup>, increasing from 0.42 for NCH1 (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3) to 0.47 for NCH2 (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1) and 0.48 for NCH3 (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1). This indicates that composites modified with different ratios can enhance η. The reflection coefficient (R) of the material is shown in <xref ref-type="fig" rid="fig6">Figure 6E</xref>. The reflection coefficient R shows an opposite trend to the impedance matching coefficient η. Although NCH1 exhibits the largest real part of<bold> </bold>R, the magnitude of its reflection coefficient |R| is only 0.18. The |R| values of all composites are less than 0.2, indicating that the reflection of EMW by the composites is weak and well within an acceptable range. It has been clarified that NCH1 exhibits the magnitude of the reflection coefficient |R| only 0.18, which is fully consistent with its optimum RL<sub>min</sub> =<italic>-</italic>56.99 dB and superior microwave absorption performance. Surprisingly, although NCH3 has the lowest reflection coefficient, its minimal reflection loss is less than the minimal reflection losses of NCH1 and NCH2. This is because excellent wave-absorbing materials are determined by the interaction of impedance matching and attenuation intensity. To highlight the superiority of NCH1 and NCH2 in wave absorption and energy absorption, NCH1 and NCH2 were compared with previously reported similar wave-absorbing materials, as shown in <xref ref-type="fig" rid="fig6">Figure 6F</xref>. The prepared NCH1 and NCH2 materials exhibit a strong reflection absorption effect, and their performance is significantly superior to other similar wave-absorbing materials.</p>
      <p><xref ref-type="fig" rid="fig6">Figure 6F</xref> compares the cMOF of this study with other previously reported wave-absorbing materials of the same type (the data are shown in <xref ref-type="table" rid="t1">Table 1</xref>), thereby highlighting the superiority of the MOF prepared in this research. In <xref ref-type="table" rid="t1">Table 1</xref>,<bold> </bold>the left t<sub>m</sub> corresponds to the thickness at RL<sub>min</sub> (dB), and the right t<sub>m</sub> corresponds to the matching thickness at EAB (GHz). Both the RL value and EAB are comparable to those of MOF derivatives and typical dielectric materials. This excellent performance is contributed by the conjugation effect, abundant end groups and shape anisotropy, which can enhance conductive loss and promote polarization loss. <xref ref-type="fig" rid="fig6">Figure 6G</xref> illustrates in detail the electromagnetic wave absorption mechanism of NCHx. The optimal ratio between Ni<sup>2+</sup> and Co<sup>2+</sup> can adjust the electromagnetic parameters, thereby achieving excellent impedance matching performance. This allows electromagnetic waves to effectively penetrate the absorber. The rod-like morphology and surface-grown unit cells promote multiple scattering and reflection of electromagnetic waves within the absorber, increasing their attenuation path. Although Co<sup>2+</sup> and Ni<sup>2+</sup> with semiconductor characteristics can hinder the transport of active electrons in the sample, NH and CH with high dielectric performance, after co-doping with Co<sup>2+</sup> and Ni<sup>2+</sup>, can provide better dielectric loss. In an alternating electric field environment, the abundant heterojunction surfaces and numerous defect dipoles present in the bimetallic rod-like NCH1 and NCH2 play a positive role in enhancing ε<sub>p</sub>″. Finally, magnetic loss is generated on electromagnetic waves through natural resonance, exchange resonance, and eddy current loss. Under the combined effect of these abundant electromagnetic wave absorption mechanisms, NCH1 exhibits the most outstanding wave absorption performance.</p>
      <table-wrap id="t1">
        <label>Table 1</label>
        <caption>
          <p>Comparison of EMW absorption properties</p>
        </caption>
        <table frame="hsides" rules="groups">
  <tbody>
    <tr>
      <td>
        <bold>Sample</bold>
      </td>
      <td>
        <bold>RL<sub>min</sub> (dB)</bold>
      </td>
      <td>
        <bold>t<sub>m</sub> (mm)</bold>
      </td>
      <td>
        <bold>EAB (GHz)</bold>
      </td>
      <td>
        <bold>t<sub>m</sub> (mm)</bold>
      </td>
      <td>
        <bold>References</bold>
      </td>
    </tr>
    <tr>
      <td>Ti/C</td>
      <td>-49.7</td>
      <td>1.93</td>
      <td>4.16</td>
      <td>2.2</td>
      <td>[<xref ref-type="bibr" rid="B50">50</xref>]</td>
    </tr>
    <tr>
      <td>MWCNTs@Co/C@PANI</td>
      <td>-50.6</td>
      <td>2.5</td>
      <td>7.09</td>
      <td>/</td>
      <td>[<xref ref-type="bibr" rid="B40">40</xref>]</td>
    </tr>
    <tr>
      <td>MFTC</td>
      <td>-24.83</td>
      <td>1.3</td>
      <td>4.72</td>
      <td>1.5</td>
      <td>[<xref ref-type="bibr" rid="B51">51</xref>]</td>
    </tr>
    <tr>
      <td>FeCu/MWCNT</td>
      <td>-39.82</td>
      <td>2.4</td>
      <td>9.63</td>
      <td>1.8</td>
      <td>[<xref ref-type="bibr" rid="B52">52</xref>]</td>
    </tr>
    <tr>
      <td>SNZC</td>
      <td>-47.43</td>
      <td>2.20</td>
      <td>14.8</td>
      <td>/</td>
      <td>[<xref ref-type="bibr" rid="B53">53</xref>]</td>
    </tr>
    <tr>
      <td>Ni<sub>0.85</sub>Se-Fe<sub>7</sub>Se<sub>8</sub>@CFs</td>
      <td>-52.93</td>
      <td>2.2</td>
      <td>7.12</td>
      <td>2.0</td>
      <td>[<xref ref-type="bibr" rid="B54">54</xref>]</td>
    </tr>
    <tr>
      <td>FeMoS-SWCNTs</td>
      <td>-53.01</td>
      <td>1.63</td>
      <td>5.20</td>
      <td>1.72</td>
      <td>[<xref ref-type="bibr" rid="B55">55</xref>]</td>
    </tr>
    <tr>
      <td>Ni<sub>1</sub>Co<sub>1</sub>/NPC</td>
      <td>-50.8</td>
      <td>2</td>
      <td>4.56</td>
      <td>/</td>
      <td>[<xref ref-type="bibr" rid="B56">56</xref>]</td>
    </tr>
    <tr>
      <td>2D-Co@C-C</td>
      <td>-22.87</td>
      <td>2.46</td>
      <td>6.41</td>
      <td>1.82</td>
      <td>[<xref ref-type="bibr" rid="B57">57</xref>]</td>
    </tr>
    <tr>
      <td>NCH1</td>
      <td>-56.99</td>
      <td>2.9</td>
      <td>6.51</td>
      <td>2.38</td>
      <td>This work</td>
    </tr>
    <tr>
      <td>NCH2</td>
      <td>-55.11</td>
      <td>2.68</td>
      <td>6.16</td>
      <td>3.15</td>
      <td>This work</td>
    </tr>
  </tbody>
</table>
        <table-wrap-foot>
          <fn id="t1FN1">
            <p>EMW: Electromagnetic waves; RL<sub>min</sub>: minimum reflection loss; EAB: effective absorption bandwidth; MWCNTs: multi-walled carbon nanotubes; PANI: polyaniline; MFTC: multiple interfacial magnetic carbon foams; MWCNT: multi-walled carbon nanotube; SNZC: SiO<sub>2</sub>@C@void@Ni<sub>3</sub>ZnC<sub>0.7</sub>/C; CFs: carbon fibers; FeMoS-SWCNTs: FeS/MoS<sub>2</sub>@N-doped carbon sandwich-walled nanotubes; NPC: porous carbon/magnetic metal particle composites; 2D: two-dimensional; NCH1: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3); NCH2: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1).</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Based on the excellent wave-absorbing performance obtained from electromagnetic parameter tests, the radar cross section (RCS) of metal substrates coated with NH, CH and NCH1, NCH2, NCH3 absorbing materials, as well as that of an ideal square conductor, was simulated using computer simulation technology (CST) Studio Suite 2024 [<xref ref-type="fig" rid="fig7">Figure 7A</xref>]. This simulation verified the actual stealth performance of the absorbing materials<sup>[<xref ref-type="bibr" rid="B43">43</xref>,<xref ref-type="bibr" rid="B58">58</xref>]</sup>. <xref ref-type="fig" rid="fig7">Figure 7B</xref>-<xref ref-type="fig" rid="fig7">F</xref> show the simulation results used to visualise the sample’s attenuation capability. The perfect electric conductor (PEC) plate coated with NCH1 exhibits an extremely weak RCS signal, confirming its excellent absorption performance. <xref ref-type="fig" rid="fig7">Figure 7G</xref> shows that this PEC plate has the strongest signal scattering characteristics. Compared with PEC plates coated with NCH1, NCH2, and NCH3 absorptive materials, its RCS values are reduced to varying degrees. This indicates that the absorptive coatings have good EMW attenuation capabilities, with the PEC plate coated with NCH2 having the lowest RCS value, corresponding to its optimal reflection loss. Furthermore, the signal attenuation of each absorptive material relative to the PEC plate was calculated. As shown in <xref ref-type="fig" rid="fig7">Figure 7H</xref> and <xref ref-type="fig" rid="fig7">I</xref>, when EMW is incident vertically, the attenuation value of NCH2 reaches 25.298 dB·m<sup>2</sup>, indicating that this material has a significant attenuation effect on electromagnetic waves at this angle of incidence.</p>
      <fig id="fig7" position="float">
        <label>Figure 7</label>
        <caption>
          <p>(A) CST simulation model; (B-F) RCS simulation results of PEC, NH, CH, NCH1, NCH2, and NCH3 at different scanning angles; (G) RCS simulation curves; (H and I) Comparative analysis of the RCS recovery values of each sample. CST: Computer simulation technology; RCS: radar cross section; PEC: perfect electric conductor; NH: nickel-only material; CH: cobalt-only material; NCH1: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:3); NCH2: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 3:1); NCH3: nickel-cobalt hybrid material (Ni<sup>2+</sup>:Co<sup>2+</sup> = 1:1).</p>
        </caption>
        <graphic xlink:href="ss6049.fig.7.jpg"/>
      </fig>
    </sec>
    <sec id="sec4">
      <title>CONCLUSION</title>
      <p>This research system explores the effects of the ratio of different magnetic central metals in Metal-organic Frameworks on the morphology, structure and electromagnetic parameters of materials, and further investigates the mechanism of electromagnetic synergism on wave absorption performance. The study finds that reasonable regulation of asymmetric central metals in the bimetallic structure can induce intrinsic electromagnetic synergistic effects of the materials. That is, a synergistic interaction occurs between dielectric loss and magnetic loss to enhance energy dissipation, thereby achieving lower reflection loss values. This research provides a novel approach for the design of high-efficiency electromagnetic wave absorbing materials. Follow-up research will focus on microstructure regulation and composite system expansion to promote the research and development progress of bimetallic organic framework-based wave absorbing materials.</p>
    </sec>
  </body>
  <back>
  <sec>
      <title>DECLARATIONS</title>
      <sec>
        <title>Authors’ contributions</title>
        <p>Writing - original draft preparation: Luo, K.</p>
        <p>Writing - review and editing: Luo, K.; Hu, Y.</p>
        <p>Texting: Lu, M.; Lei, Z.</p>
        <p>Supervision: Zhou, T.; Zhang, D.; Liu, X.; Gong, W.</p>
      </sec>
      <sec>
        <title>Availability of data and materials</title>
        <p>The data supporting the findings of this study are available from the corresponding author upon reasonable request.</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 study was financially supported by the National Natural Science Foundation of China Project (52163001), Guizhou Provincial Science and Technology Plan Project (Qiankehe Platform Talent-GCC[2022]010-2, Qiankehe Zhongyindi [2024]042, Qiankehe Jichu-ZK[2024]YB488, Qiankehe Zhongyindi [2025]013, Qiankehe Results [2025]109,Qiankehe Talent XKBF[2025]005), Guizhou Provincial Scientist Workstation (Qiankehe Platform KXJZ[2024]022),Guiyang Baiyun District Science and Technology Plan Project (Grant No. baikehetong[2025]4) Guizhou Provincial Department of Education Hundred Universities, Thousand Enterprises Science and Technology Challenge Project(Qian Jiao Ji [2025] No. 007), Doctor Startup Fund of Guizhou Minzu University (Grant No. GZMUZK[2024]QD77), Guiyang Baiyun District Science and Technology Plan Project (Grant No. baikehetong[2025]3).</p>
      </sec>
      <sec>
        <title>Conflicts of interest</title>
        <p>All authors declared that there are 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 Authors 2026.</p>
      </sec>
    </sec>
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