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Choi et al. Energy Mater. 2025, 5, 500106  https://dx.doi.org/10.20517/energymater.2025.50  Page 3 of 28

               high stretchability, biocompatibility and excellent ionic conductivity make hydrogels highly attractive for
               wearable applications.

               Hydrogel-based i-TE materials primarily consist of two key components: the polymer matrix and the ionic
               conductor, whose composition directly determines TE performance [Figure 1] [35-40] . The polymer matrix not
               only provides mechanical support but also facilitates ion transport by influencing interactions between
               polymers and ion conductors such as salts and ionic liquids, to regulate the diffusion ratio between both
               ends [41,42] . The hydrogel matrices in i-TE materials can be broadly classified into natural and synthetic
               polymers. Natural polymers, such as cellulose, offer sustainability, biocompatibility, and a hierarchical
               structure that enhances ion transport [30,43] . In contrast, synthetic polymers, such as polyvinyl alcohol (PVA)
               and polyacrylamide (PAM), provide tunable mechanical properties, improved durability, and chemical
               stability, allowing optimization for specific applications [44-47] . The hydrogen-bonded networks of polymers
                                                                  [48]
               can be engineered to influence ion mobility and TE response . Increasing the density of negatively charged
               functional groups within the polymer matrix enhances cation mobility, resulting in positively charged ions
               serving as the dominant charge carriers, which favors p-type behavior. Conversely, introducing strongly
               bound cations that suppress their mobility promotes anion transport, leading to the predominance of
               negatively charged ions and, consequently, n-type behavior. Another key advantage of hydrogel-based i-TE
               materials is their capability to facilitate selective ion transport, which determines whether the material
               exhibits p-type or n-type behavior [29,49,50] . The transport of specific ions can be controlled by adjusting the
               polymer composition, incorporating functional groups, or selecting specific ionic species. This tunability is
               a defining feature of hydrogel-based i-TE materials, offering versatile design strategies for optimizing TE
               performance [36,47] . Beyond polymer selection, the choice of ionic conductor also significantly impacts TE
               efficiency. Salts such as LiCl, NaCl, and KCl provide high ionic conductivity and a substantial Seebeck
               coefficient at low cost. In contrast, ionic liquids (ILs), which are low-volatile organic salts, offer superior
               thermal and chemical stability, ensuring sustained TE performance over extended periods. The intricate
               interactions among the polymer matrix, water content, and ionic species significantly impact energy
               conversion efficiency by governing both the Seebeck coefficient and overall conductivity [27,51,52] . Therefore,
               the rational design of hydrogel-based i-TE materials is essential to achieve structural stability, optimized ion
               transport, and enhanced TE performance.


               This review aims to provide a comprehensive understanding of hydrogel-based i-TE materials, covering
               aspects ranging from their mechanical properties to wearable applications, with a particular focus on the
               intermolecular interactions between polymers and ion conductors. By examining their fundamental
               mechanisms, material compositions, and performance optimization strategies, this review provides
               important factors influencing TE efficiency. Three types of polymers - cellulose, PVA, and PAM - are
               discussed in terms of their roles in facilitating selective ion transport, along with the impact of salt-based
               and IL-based electrolytes on TE performance. By elucidating these relationships, this review offers valuable
               insights into rational material design and presents potential strategies for enhancing TE efficiency.
               Additionally, it systematically analyzes polymer matrices, ionic conductors, and their interactions to
               evaluate TE performance based on the type of salts and ILs. This chapter aims to establish design principles
               for the development of next-generation i-TE materials to address critical energy challenges in wearable
               electronics, biomedical devices, and sustainable power generation, as well as to overcome major challenges
               for practical applications, including temperature and humidity stability and mechanical durability.


               BASIC PRINCIPLE
               Key parameters of TE performance in hydrogel-based thermoelectric systems
               The performance of TE materials is commonly assessed using the dimensionless figure of merit (ZT), which
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