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Hao et al. Soft Sci. 2025, 5, 39  https://dx.doi.org/10.20517/ss.2025.48         Page 3 of 25

               traditional MAMs, such as carbon nanotubes (CNTs) and graphene, often experience spontaneous
               aggregation into larger aggregates due to various physical or chemical processes when dispersed in a
                     [30]
               matrix . This uncontrollable aggregation process results in unstable electromagnetic properties, which
               ultimately diminishes the reliability of these absorbing materials in practical engineering applications. The
               absorbers of MSMCs are fabricated into sub-wavelength functional units. The effective dispersion of these
               functional units facilitates the attainment of stable electromagnetic parameters, thereby enhancing the
               reliability of the absorbing materials in engineering applications.


               Furthermore, traditional absorbing materials primarily achieve electromagnetic wave absorption at high
               temperatures by decreasing the content of absorbents in composite materials and enhancing the
               polarization loss capability [31,32] . However, this approach relies on decreasing the loss characteristics of
               composite materials to achieve impedance matching at elevated temperatures, making it challenging to
               attain significant electromagnetic wave attenuation. Mesoscopic functional units are discretely distributed
               within the matrix, allowing charge transfer to occur solely within these functional units. Despite rising
               temperatures, the conductivity remains relatively unchanged, resulting in a decoupling of conductivity from
               impedance matching and maintaining excellent impedance matching across a wide temperature spectrum.
               By converting macroscopic continuous conductive networks into discrete functional units while
               maintaining intact internal conductive pathways, MSMCs demonstrate superior capabilities for
               electromagnetic wave dissipation. Consequently, MSMCs exhibit a strong loss capability over a broad
               temperature range. Secondly, reflection and scattering can prolong the transmission path of electromagnetic
               waves, thereby promoting attenuation of electromagnetic waves [33,34] . The contribution of reflection and
               scattering to electromagnetic wave loss capability is insufficient in traditional MAMs . Functional units at
                                                                                       [35]
               sub-wavelength scales exhibit more pronounced reflection and scattering when interacting with
               electromagnetic waves, and manipulation of electromagnetic wave transmission paths can be achieved by
               adjusting the scale and arrangement of functional units. The MSMCs establish intricate pathways for
               electromagnetic wave propagation that enable multiple reflections and scattering among functional units.
               These interactions effectively extend the path length within the material, resulting in increased energy
               dissipation during propagation and enhanced microwave absorption performance.

               Although MSMCs demonstrate significant application potential, the substantial challenges, particularly
               fabrication process intricacies, uncertainties in establishing quantitative structure-property relationships,
               and difficulties associated with large-scale production, have considerably hindered their practical
               realization. With ongoing advancements in synthesis techniques and a deeper understanding of the
               interaction  mechanisms  between  electromagnetic  waves  and  matter,  it  is  anticipated  that  the
               electromagnetic parameters of these materials can be further optimized. This optimization would facilitate
               the development of MSMCs characterized by exceptional overall performance, including broad frequency
               absorption, strong loss characteristics, lightweight architecture, and high temperature resistance.
               Consequently, this progress will provide essential technical support for electromagnetic compatibility
               systems, invisibility technology, and electromagnetic pollution control.


               This review systematically summarizes the recent advancements in MSMCs, with a focus on construction
               strategies and mechanisms for enhancing microwave absorption performance. Firstly, we conduct an in-
               depth analysis of the structural design strategies employed in MSMCs, meticulously examining the
               correlation between material composition, interfacial characteristics and wave-absorbing performance.
               Subsequently, we elucidate the mechanisms underlying performance enhancement in MSMCs. This
               encompasses the controlled dispersion of functional units designed to achieve synergistic impedance
               matching across a wide range of temperatures, along with innovative attenuation mechanisms enabled by
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