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Page 4 of 25                            Hao et al. Soft Sci. 2025, 5, 39  https://dx.doi.org/10.20517/ss.2025.48

               multi-scattering configurations. Ultimately, we delve into the prospective trajectories of development and
               the promising applications of MSMCs, intricately intertwined with the current landscape of research. Our
               objective is to furnish theoretical insights and technical references that will serve as a foundation for the
               design of high-performance MAMs.


               STRUCTURAL DESIGN AND MICROWAVE ABSORPTION MECHANISMS OF MESOSCOPIC
               METACOMPOSITES
               Structural design of functional units
               MSMCs represent an emerging class of materials that synergistically combine materials science with
               periodic/aperiodic structural design, whereby dielectric materials are engineered into mesoscopic functional
               units and discretely distributed within the transparent matrix to achieve excellent microwave absorption
               performance [36,37] . Especially, mesoscale functional units serve as the core absorptive components; the
               structure, size, composition, and distribution state within the matrix play a decisive role in the overall
                                                [38]
               absorption performance of the material .

               In terms of material composition, MSMCs commonly employ materials with high dielectric loss or unique
               physical and chemical properties as the substrate for functional units . Carbon-based materials exhibit
                                                                            [39]
               remarkable characteristics including low density, superior dielectric loss properties, outstanding chemical
               durability, and excellent mechanical performance [40,41] . Most conductive loss absorbing materials primarily
               consist of carbon-based materials, including graphite, graphene, CNTs, and carbon fibers [42,43] . These
               materials are further optimized for electromagnetic wave absorption performance through approaches such
               as nanosizing, surface modification, and composite assembly. For instance, graphite nanosheets (GNs),
               CNTs, and fumed silica particles enabled the formation of multi-layered composite microspheres. The
               CNTs bridging adjacent GNs established the fundamental framework, creating a closed conductive
               network, which not only enhanced electrical conductivity but also significantly improved electromagnetic
               wave dissipation capacity through polarization relaxation at the interface between the two components .
                                                                                                     [44]
               In addition to the carbon-materials described above, conductive carbon-based materials that excel at
               effectively absorbing electromagnetic waves have emerged. These materials exhibit similar physical and
               chemical properties to other carbon-based materials, while also possessing multiple electromagnetic wave
               loss mechanisms. Graphitic carbon nitride (g-C N ) has demonstrated significant potential as a carbon-
                                                           4
                                                         3
               based electromagnetic wave absorber, owing to its advantageous combination of low density, exceptional
                                                    [45]
               stability, and tunable electrical conductivity . g-C N  has a two-dimensional structure similar to graphene,
                                                          3
                                                            4
               in which sp -carbon nitrogen hybridization produces  π-conjugated electronic configurations . The
                          2
                                                                                                    [46]
               incorporation of heteroatoms leads to conductivity loss and dipole polarization, thereby contributing to its
               high performance as an electromagnetic wave absorber. MXene material is also a new type of two-
                                                  [47]
               dimensional material similar to graphene . MXene demonstrates exceptional absorbing material properties
               due to its ease of preparation, the straightforward modulation of defects and surface functional groups, and
               its high conductivity . Furthermore, the expanded interlayer spacing and the incorporation of diverse
                                 [48]
               functional groups enhance the coupling between MXene and other types of absorbing materials, thereby
               improving the composite performance . The resultant composite absorbent material possesses multiple
                                                [49]
               electromagnetic loss mechanisms, which further contribute to its superior absorption capability.
               Metal-organic frameworks (MOFs)-derived carbon-based materials have attracted widespread attention due
                                                                                               [50]
               to high structural tunability, a large specific surface area, and a uniform pore size distribution . Through
               high-temperature carbonization of MOFs, composite materials with tailored pore structures can be
               obtained, leading to the formation of numerous defects that further enhance the dissipation of
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