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               anions directly affects selective ion transport and the resulting thermo-voltage. Incorporating functional
               groups that interact strongly with specific ions can enhance ion selectivity, allowing for tailored ion
               migration pathways. Additionally, balancing hydration stability and ionic mobility is crucial for maintaining
               consistent TE performance, especially under varying environmental conditions. Despite significant
               advancements, challenges remain before hydrogel-based i-TE materials can be fully utilized in practical
               applications. One major challenge is maintaining long-term water retention, as dehydration can
               significantly degrade ionic conductivity and TE efficiency. Enhancing mechanical durability under repeated
               stress is also essential to ensure reliability in daily life. Furthermore, optimizing the balance between ionic
               conductivity and thermal stability remains critical to achieving high energy conversion efficiency. We hope
               that this review establishes a comprehensive theoretical framework for i-TE materials, providing deeper
               insights into their transport mechanisms and guiding the design of high-performance i-TE hydrogels. By
               advancing our understanding of ion-matrix-solvent interactions and optimizing material compositions,
               future developments can drive the development of practical and efficient energy harvesting systems.


               DECLARATIONS
               Authors’ contributions
               Proposed the topic of this review: Kim, H.
               Wrote the manuscript, designed and drew the Figures: Choi, Y.; Kang, B. C.
               Discussed and revised the manuscript: Kim, J. Y.; Kang, B. C.; Kim, H.

               Availability of data and materials
               Not applicable.


               Financial support and sponsorship
               This work was supported by the National Research Foundation of Korea (NRF) (RS-2024-00452255 and RS-
               2024000449743).

               Conflicts of interest
               All authors declared that there are no conflicts of interest.

               Ethical approval and consent to participate
               Not applicable.

               Consent for publication
               Not applicable.

               Copyright
               © The Author(s) 2025.


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