Robust Interfaces and Advanced Materials: Critical Designs and Challenges for High-Performance Supercapacitors

Abstract

With the growing global energy demand and the pressing need for a clean energy transition, supercapacitors (SCs) have demonstrated significant application potential in electric vehicles, wearable electronics, and renewable energy storage systems owing to their rapid charge–discharge capability, exceptional power density, and prolonged cycle life. The improvement of their overall performance fundamentally depends on the synergistic design of electrode materials and electrolyte systems, as well as the precise regulation of the electrode-electrolyte interface. This review focuses on the key components of supercapacitors, systematically reviewing the design strategies of high-performance electrode materials, outlining recent advances in novel electrolyte systems, and comprehensively discussing the critical roles of interfacial reinforcement and optimization in enhancing device energy density, power performance, and cycling stability. Furthermore, interfacial engineering strategies and innovations in device architecture are proposed to address interfacial degradation in flexible SCs under mechanical stress. Finally, key future research directions are highlighted, including the development of high-voltage and wide-temperature-range electrolyte systems and the integrated advancement of multiscale in situ characterization techniques and theoretical modeling. This review aims to provide theoretical guidance and innovative strategies for material design, contributing toward the realization of next-generation supercapacitors with enhanced energy density and reliability.

Keywords

electrode materials / electrolytes / interface optimization / robust interfaces / supercapacitors

References

[1] P. Simon, Y. Gogotsi, Nat. Mater. 2020, 19, 1151.

[2] M. Armand, J. M. Tarascon, Nature 2008, 451, 652.

[3] P. Gaikwad, N. Tiwari, R. Kamat, S. M. Mane, S. B. Kulkarni, Mater. Sci. Eng. B 2024, 307, 117544.

[4] W. Raza, F. Ali, N. Raza, Y. Luo, K.-H. Kim, J. Yang, S. Kumar, A. Mehmood, E. E. Kwon, Nano Energy 2018, 52, 441.

[5] W. Yang, W. Yang, J. Zeng, Y. Chen, Y. Huang, J. Liu, J. Gan, T. Li, H. Zhang, L. Zhong, X. Peng, Prog. Mater. Sci. 2024, 144, 101264.

[6] J. Mitali, S. Dhinakaran, A. A. Mohamad, Energy Storage Sav. 2022, 1, 166.

[7] X. Luan, J. Li, S. Wu, G. Zhang, H. Wuliji, J. Wang, Nano Energy 2024, 124, 109505.

[8] F. Naseri, S. Karimi, E. Farjah, E. Schaltz, Renew. Sust. Energ. Rev. 2022, 155, 111913.

[9] S. Samantaray, D. Mohanty, I. M. Hung, M. Moniruzzaman, S. K. Satpathy, J Energy Storage 2023, 72, 108352.

[10] A. Afif, S. M. H. Rahman, A. Tasfiah Azad, J. Zaini, M. A. Islan, A. K. Azad, J Energy Storage 2019, 25, 100852.

[11] S. Chu, Y. Cui, N. Liu, Nat. Mater. 2017, 16, 16.

[12] X. Du, X. Ren, C. Xu, H. Chen, J Energy Storage 2023, 68, 107672.

[13] S. Singh, S. Jain, V. Ps, A. K. Tiwari, M. R. Nouni, J. K. Pandey, S. Goel, Renew. Sust. Energ. Rev. 2015, 51, 623.

[14] S. R. Forrest, Nature 2004, 428, 911.

[15] A. Mendhe, H. S. Panda, Discov. Mater. 2023, 3, 29.

[16] M. C. LeMieux, Z. Bao, Nat. Nanotechnol. 2008, 3, 585.

[17] L. Li, Z. Wu, S. Yuan, X.-B. Zhang, Energy Environ. Sci. 2014, 7, 2101.

[18] D. P. Dubal, N. R. Chodankar, D.-H. Kim, P. Gomez-Romero, Chem. Soc. Rev. 2018, 47, 2065.

[19] X. Lu, M. Yu, G. Wang, Y. Tong, Y. Li, Energy Environ. Sci. 2014, 7, 2160.

[20] X. Peng, L. Peng, C. Wu, Y. Xie, Chem. Soc. Rev. 2014, 43, 3303.

[21] N. A. Kyeremateng, T. Brousse, D. Pech, Nat. Nanotechnol. 2017, 12, 7.

[22] P. Zhang, F. Wang, M. Yu, X. Zhuang, X. Feng, Chem. Soc. Rev. 2018, 47, 7426.

[23] Y. Liu, K. He, G. Chen, W. R. Leow, X. Chen, Chem. Rev. 2017, 117, 12893.

[24] K.-H. Choi, J. Yoo, C. K. Lee, S.-Y. Lee, Energy Environ. Sci. 2016, 9, 2812.

[25] D. Li, W.-Y. Lai, Y.-Z. Zhang, W. Huang, Adv. Mater. 2018, 30, 1704738.

[26] J. Zeng, W. Yang, W. Yang, Z. Zheng, J. Gan, Q. Wang, L. Dong, L. Zhong, R. Xia, E. I. Iwuoha, U. Feleni, S. Admassie, X. Peng, ACS Appl Energy Mater 2024, 7, 6003.

[27] R. Sharma, H. Kumar, G. Kumar, S. Sharma, R. Aneja, A. K. Sharma, R. Kumar, P. Kumar, Chem. Eng. J. 2023, 468, 143706.

[28] J. Yu, X. Jia, J. Peng, B. Meng, Y. Wei, X. Hou, J. Zhao, N. Yang, K. Xie, D. Chu, L. Li, ACS Appl Energy Mater 2023, 6, 2728.

[29] T. Duan, H. Cheng, Y. Liu, Q. Sun, W. Nie, X. Lu, P. Dong, M.-K. Song, Energy Storage Mater 2024, 65, 103091.

[30] B. Joos, T. Vranken, W. Marchal, M. Safari, M. K. Van Bael, A. T. Hardy, Chem. Mater. 2018, 30, 655.

[31] M. P. Harikrishnan, A. Chandra Bose, Energy Fuel 2023, 37, 10799.

[32] S. Alam, M. I. Khan, F. Fiaz, M. Z. Iqbal, F. Alam, Z. Ahmad, H. H. Hegazy, J Energy Storage 2023, 72, 108208.

[33] Y. Liu, P. R. Shearing, G. He, D. J. L. Brett, in Advances in Sustainable Energy: Policy, Materials and Devices (Eds: Y.-J. Gao, W. Song, J. L. Liu, S. Bashir), Springer International Publishing, Cham 2021, p. 417.

[34] Y. Zhou, H. Qi, Y. Jinyuan, Z. Bo, F. Huang, M. Islam, X. Lu, L. Dai, R. Amal, C. Wang, Z. J. Han, Energy Environ. Sci. 2021, 14, 1854.

[35] X. Wang, X. Sun, D. Gan, M. Soubrier, H.-Y. Chiang, L. Yan, Y. Li, J. Li, S. Yu, Y. Xia, K. Wang, Q. Qin, X. Jiang, L. Han, T. Pan, C. Xie, X. Lu, Matter 2022, 5, 1204.

[36] H. Yuk, T. Zhang, S. Lin, G. A. Parada, X. Zhao, Nat. Mater. 2016, 15, 190.

[37] Z. Liu, G. Liang, Y. Zhan, H. Li, Z. Wang, L. Ma, Y. Wang, X. Niu, C. Zhi, Nano Energy 2019, 58, 732.

[38] L. Han, K. Liu, M. Wang, K. Wang, L. Fang, H. Chen, J. Zhou, X. Lu, Adv. Funct. Mater. 2018, 28, 1704195.

[39] Y. Wang, X. Li, J. Song, L. Xiao, H. Zeng, H. Sun, Adv. Mater. 2015, 27, 7101.

[40] B. Balli, A. Åžavk, F. Åžen, in Nanocarbon and its Composites (Eds: A. Khan, M. Jawaid, Inamuddin, A. M. Asiri), Woodhead Publishing, Kütahya 2019, p. 123.

[41] X. Liang, C. Hart, Q. Pang, A. Garsuch, T. Weiss, L. F. Nazar, Nat. Commun. 2015, 6, 5682.

[42] J.-H. Lee, G. Yang, C.-H. Kim, R. L. Mahajan, S.-Y. Lee, S.-J. Park, Energy Environ. Sci. 2022, 15, 2233.

[43] A. Dutta, S. Mitra, M. Basak, T. Banerjee, Energy Storage 2023, 5, e339.

[44] K. V. G. Raghavendra, R. Vinoth, K. Zeb, C. V. M. Gopi, S. Sambasivam, M. R. Kummara, I. M. Obaidat, H. J. Kim, J Energy Storage 2020, 31, 101652.

[45] S. Banerjee, B. De, P. Sinha, J. Cherusseri, K. K. Kar, Handbook of Nanocomposite Supercapacitor Materials I: Characteristics, Springer International Publishing, Berlin, Germany 2020, p. 341.

[46] F. Wang, X. Wu, X. Yuan, Z. Liu, Y. Zhang, L. Fu, Y. Zhu, Q. Zhou, Y. Wu, W. Huang, Chem. Soc. Rev. 2017, 46, 6816.

[47] K. Sharma, A. Arora, S. K. Tripathi, J Energy Storage 2019, 21, 801.

[48] L. Phor, A. Kumar, S. Chahal, J Energy Storage 2024, 84, 110698.

[49] N. I. Jalal, R. I. Ibrahim, M. K. Oudah, J. Phys. Conf. Ser. 2021, 1973, 12015.

[50] O. S. Adedoja, E. R. Sadiku, Y. Hamam, Polymers 2023, 15, 2272.

[51] M. A. Dar, S. Majid, M. Satgunam, C. Siva, S. Ansari, P. Arusalan, S. R. Ahamed, Int. J. Hydrog. Energy 2024, 70, 10.

[52] D. Majumdar, M. Mandal, S. K. Bhattacharya, Emerg. Mater. 2020, 3, 347.

[53] S.-M. Chen, R. Ramachandran, V. Mani, R. Saraswathi, Int. J. Electrochem. Sci. 2014, 9, 4072.

[54] K. K. Patel, T. Singhal, V. Pandey, T. Sumangala, M. Sreekanth, J Energy Storage 2021, 44, 103366.

[55] M. M. Baig, M. A. Khan, I. H. Gul, S. U. Rehman, M. Shahid, S. Javaid, S. M. Baig, J. Electron. Mater. 2023, 52, 5775.

[56] P. Sharma, V. Kumar, J. Electron. Mater. 2020, 49, 3520.

[57] A. Muzaffar, M. B. Ahamed, C. M. Hussain, Renew. Sust. Energ. Rev. 2024, 195, 114324.

[58] A. G. Olabi, Q. Abbas, A. Al Makky, M. A. Abdelkareem, Energy 2022, 248, 123617.

[59] Y. Gogotsi, R. M. Penner, ACS Nano 2018, 12, 2081.

[60] H. A. Khan, M. Tawalbeh, B. Aljawrneh, W. Abuwatfa, A. Al-Othman, H. Sadeghifar, A. G. Olabi, Energy 2024, 295, 131043.

[61] J. Zhao, A. F. Burke, J. Energy Chem. 2021, 59, 276.

[62] Y. Xu, W. Lu, G. Xu, T.-W. Chou, Compos. Sci. Technol. 2021, 204, 108636.

[63] B. K. Deka, A. Hazarika, J. Kim, Y.-B. Park, H. W. Park, Compos. A: Appl. Sci. Manuf. 2016, 87, 256.

[64] W. Liu, Z. Li, J. Wang, Y. Yu, T. Dong, Q. Zhang, N. Lin, Z. Gao, W. Zheng, J. Colloid Interface Sci. 2025, 690, 137283.

[65] J. Anurangi, J. Jeewantha, M. Herath, D. T. L. Galhena, J. Epaarachchi, Compos. Part A Appl. Sci. Manuf. 2025, 190, 108617.

[66] H. Zhou, J. Zhang, J. Ren, X. Fan, X. Wang, C. Yuan, J. He, A. Duongthipthewa, H. Huang, L. Zhou, Compos. Commun. 2025, 54, 102261.

[67] J. Artigas-Arnaudas, M. Sánchez, A. Ureña, Polym. Compos. 2025,

[68] Y. C. Chang, P. Teymoory, C. Shen, Adv. Mater. Technol. 2024, 9, 9.

[69] H. Lv, Q. Pan, Y. Song, X.-X. Liu, T. Liu, Nano-Micro Letters 2020, 12, 118.

[70] Z. Wu, L. Li, J.-m. Yan, X.-b. Zhang, Adv. Sci. 2017, 4, 1600382.

[71] S. S. Shah, S. M. A. Nayem, N. Sultana, A. J. S. Ahammad, M. A. Aziz, ChemSusChem 2022, 15, e202101282.

[72] C. Zhong, Y. Deng, W. Hu, J. Qiao, L. Zhang, J. Zhang, Chem. Soc. Rev. 2015, 44, 7484.

[73] S. V. Sadavar, S.-Y. Lee, S.-J. Park, Adv. Sci. 2024, 11, 2403172.

[74] L. Guo, P. Hu, H. Wei, J Energy Storage 2023, 65, 107269.

[75] J. J. Eckert, L. C. A. Silva, E. S. Costa, F. M. Santiciolli, F. G. Dedini, F. C. Corrêa, IET Electr. Syst. Transp. 2017, 7, 32.

[76] H. Wang, J. Lin, Z. X. Shen, J. Sci. Adv. Mater. Devices 2016, 1, 225.

[77] S. Rajkumar, E. Elanthamilan, J. P. Merlin, A. Sathiyan, J. Alloys Compd. 2021, 874, 159876.

[78] H. Mi, X. Zhang, S. Yang, X. Ye, J. Luo, Mater. Chem. Phys. 2008, 112, 127.

[79] L. Li, Z. Lou, W. Han, D. Chen, K. Jiang, G. Shen, Adv. Mater. Technol. 2017, 2, 1600282.

[80] Z. Li, B. Ye, X. Hu, X. Ma, X. Zhang, Y. Deng, Electrochem. Commun. 2009, 11, 1768.

[81] W.-C. Chen, T.-C. Wen, H. Teng, Electrochim. Acta 2003, 48, 641.

[82] F. Fusalba, P. Gouérec, D. Villers, D. Bélanger, J. Electrochem. Soc. 2001, 148, A1.

[83] Q. Li, J. Wu, Q. Tang, Z. Lan, P. Li, J. Lin, L. Fan, Electrochem. Commun. 2008, 10, 1299.

[84] D. George, G. James, J. K. Manjally, J. Thomas, M. S. Kuriakose, K. Aryamol, A. Benny, Mater Today Proc 2020, 24, 1734.

[85] J. Deng, T. Wang, J. Guo, P. Liu, Prog. Nat. Sci.: Mater. Int. 2017, 27, 257.

[86] J. Wu, Y. Li, Q. Tang, G. Yue, J. Lin, M. Huang, L. Meng, Sci. Rep. 2014, 4, 4028.

[87] H. Shirakawa, E. J. Louis, A. G. MacDiarmid, C. K. Chiang, A. J. Heeger, J. Chem. Soc. Chem. Commun. 1977, 16, 549.

[88] C. K. Chiang, C. R. Fincher, Y. W. Park, A. J. Heeger, H. Shirakawa, E. J. Louis, S. C. Gau, A. G. MacDiarmid, Phys. Rev. Lett. 1977, 39, 1098.

[89] G. A. Snook, P. Kao, A. S. Best, J. Power Sources 2011, 196(1), 1.

[90] A. Sumboja, X. Wang, J. Yan, P. S. Lee, Electrochim. Acta 2012, 65, 190.

[91] S.-Y. Lee, J.-I. Kim, S.-J. Park, Energy 2014, 78, 298.

[92] X. Peng, K. Huo, J. Fu, X. Zhang, B. Gao, P. K. Chu, Chem. Commun. 2013, 49, 10172.

[93] G. Louarn, M. Lapkowski, S. Quillard, A. Pron, J. P. Buisson, S. Lefrant, J. Phys. Chem. 1996, 100, 6998.

[94] X. Fu, T. Li, F. Qi, S. Zhang, J. Wen, W. Shu, P. Luo, R. Zhang, S. Hu, Q. Liu, Appl. Surf. Sci. 2020, 507, 145135.

[95] X. Wu, G. Wu, P. Tan, H. Cheng, R. Hong, F. Wang, S. Chen, J Mater Chem A 2018, 6, 8940.

[96] H. Li, J. Song, L. Wang, X. Feng, R. Liu, W. Zeng, Z. Huang, Y. Ma, L. Wang, Nanoscale 2017, 9, 193.

[97] X.-X. Zeng, Y.-T. Xu, Y.-X. Yin, X.-W. Wu, J. Yue, Y.-G. Guo, Mater. Today Nano 2019, 8, 100057.

[98] E. Pomerantseva, F. Bonaccorso, X. Feng, Y. Cui, Y. Gogotsi, Science 2019, 366, eaan8285.

[99] L. Miao, Z. Song, D. Zhu, L. Li, L. Gan, M. Liu, Mater. Adv. 2020, 1, 945.

[100] J. Zhao, A. F. Burke, Adv. Energy Mater. 2021, 11, 2002192.

[101] H. Sun, X. You, J. Deng, X. Chen, Z. Yang, J. Ren, H. Peng, Adv. Mater. 2014, 26, 2868.

[102] Y. Shao, M. F. El-Kady, L. J. Wang, Q. Zhang, Y. Li, H. Wang, M. F. Mousavi, R. B. Kaner, Chem. Soc. Rev. 2015, 44, 3639.

[103] S. Kumar, G. Saeed, L. Zhu, K. N. Hui, N. H. Kim, J. H. Lee, Chem. Eng. J. 2021, 403, 126352.

[104] Y. Wang, L. Zhang, H. Hou, W. Xu, G. Duan, S. He, K. Liu, S. Jiang, J. Mater. Sci. 2021, 56, 173.

[105] H. Hu, S. Wang, X. Feng, M. Pauly, G. Decher, Y. Long, Chem. Soc. Rev. 2020, 49, 509.

[106] J. Xu, X. Chen, Y. Xu, Y. Du, C. Yan, Adv. Mater. 2020, 32, 1806461.

[107] B. Yao, S. Chandrasekaran, J. Zhang, W. Xiao, F. Qian, C. Zhu, E. B. Duoss, C. M. Spadaccini, M. A. Worsley, Y. Li, Joule 2019, 3, 459.

[108] K. Poonam, A. Sharma, S. K. Arora, Tripathi, J Energy Storage 2019, 21, 801.

[109] B. Y. Guan, Y. Lu, Y. Wang, M. Wu, X. W. Lou, Adv. Funct. Mater. 2018, 28, 1706738.

[110] D. Majumdar, T. Maiyalagan, Z. Jiang, ChemElectroChem 2019, 6, 4343.

[111] S. Jayakumar, P. C. Santhosh, M. M. Mohideen, A. V. Radhamani, J. Alloys Compd. 2024, 976, 173170.

[112] M. Diantoro, I. Istiqomah, Y. A. Fath, N. Nasikhudin, Y. Alias, W. Meevasana, Int. J. Appl. Ceram. Technol. 2023, 20, 2077.

[113] T. Yue, B. Shen, P. Gao, Renew. Sust. Energ. Rev. 2022, 158, 112131.

[114] H. Hua, S. Liu, Z. Chen, R. Bao, Y. Shi, L. Hou, G. Pang, K. N. Hui, X. Zhang, C. Yuan, Sci. Rep. 2016, 6, 20973.

[115] S. Patil, A. Harle, S. Sathaye, K. Patil, CrystEngComm 2014, 16, 10845.

[116] L. Guo, J. Sun, W. Zhang, L. Hou, L. Liang, Y. Liu, C. Yuan, ChemSusChem 2019, 12, 5051.

[117] V. Kumaravel, J. Bartlett, S. C. Pillai, Adv. Energy Mater. 2021, 11, 2002869.

[118] Y. Yoon, W. Cho, J. Lim, D. Choi, J. Power Sources 2001, 101, 126.

[119] R. Reece, C. Lekakou, P. Smith, Mater. Sci. Technol. 2019, 35, 368.

[120] E. Kovalska, C. Kocabas, Mater Today Commun 2016, 7, 155.

[121] T. Ye, L. Li, Y. Zhang, Adv. Funct. Mater. 2020, 30, 2000077.

[122] T. Bhat, P. Patil, R. Rakhi, J Energy Storage 2022, 50, 104222.

[123] S. Kundu, U. Mogera, S. J. George, G. U. Kulkarni, Nano Energy 2019, 61, 259.

[124] J. Lu, J. Zhang, X. Wang, J. Zhang, Z. Tian, E. Zhu, L. Yang, X. Guan, H. Ren, J. Wu, J Energy Storage 2024, 103, 114338.

[125] S. Manoharan, P. Pazhamalai, V. K. Mariappan, K. Murugesan, S. Subramanian, K. Krishnamoorthy, S.-J. Kim, Nano Energy 2021, 83, 105753.

[126] B. Dharmasiri, F. Stojcevski, K. A. S. Usman, S. A. Qin, J. M. Razal, E. H. Doeven, P. S. Francis, T. U. Connell, Y. Yin, G. G. Andersson, Chem. Eng. J. 2023, 455, 140778.

[127] R. Reece, C. Lekakou, P. A. Smith, ACS Appl. Mater. Interfaces 2020, 12, 25683.

[128] S. L. Kim, H. T. Lin, C. Yu, Adv. Energy Mater. 2016, 6, 1600546.

[129] T. Quan, E. Härk, Y. Xu, I. Ahmet, C. Höhn, S. Mei, Y. Lu, ACS Appl. Mater. Interfaces 2021, 13, 3979.

[130] R. Hastak, P. Sivaraman, D. Potphode, K. Shashidhara, A. Samui, Electrochim. Acta 2012, 59, 296.

[131] J. S. Chae, H.-N. Kwon, W.-S. Yoon, K. C. Roh, J. Ind. Eng. Chem. 2018, 59, 192.

[132] S. J. Kwon, T. Kim, B. M. Jung, S. B. Lee, U. H. Choi, ACS Appl. Mater. Interfaces 2018, 10, 35108.

[133] Y. Liu, S. Zhang, Y. Zhou, M. A. Buckingham, L. Aldous, P. C. Sherrell, G. G. Wallace, G. Ryder, S. Faisal, D. L. Officer, S. Beirne, J. Chen, Adv. Energy Mater. 2020, 10, 2002539.

[134] Y. Xu, I. Hennig, D. Freyberg, A. James Strudwick, M. Georg Schwab, T. Weitz, K. Chih-Pei Cha, J. Power Sources 2014, 248, 483.

[135] P. Sundriyal, S. Bhattacharya, ACS Appl. Mater. Interfaces 2017, 9, 38507.

[136] C. Zhu, T. Liu, F. Qian, T. Y.-J. Han, E. B. Duoss, J. D. Kuntz, C. M. Spadaccini, M. A. Worsley, Y. Li, Nano Lett. 2016, 16, 3448.

[137] Y.-Y. Peng, B. Akuzum, N. Kurra, M.-Q. Zhao, M. Alhabeb, B. Anasori, E. C. Kumbur, H. N. Alshareef, M.-D. Ger, Y. Gogotsi, Energy Environ. Sci. 2016, 9, 2847.

[138] R. Guo, J. Chen, B. Yang, L. Liu, L. Su, B. Shen, X. Yan, Adv. Funct. Mater. 2017, 27, 1702394.

[139] M. P. Down, C. W. Foster, X. Ji, C. E. Banks, RSC Adv. 2016, 6, 81130.

[140] B. Tang, Y. Hu, J. Lu, H. Dong, N. Mou, X. Gao, H. Wang, X. Jiang, L. Zhang, Nano Energy 2020, 71, 104641.

[141] P. Dou, Z. Liu, Z. Cao, J. Zheng, C. Wang, X. Xu, J. Mater. Sci. 2016, 51, 4274.

[142] S. K. Ujjain, P. Ahuja, R. Bhatia, P. Attri, Mater. Res. Bull. 2016, 83, 167.

[143] Y. Lin, Y. Gao, Z. Fan, Adv. Mater. 2017, 29, 1701736.

[144] S. Yang, M. R. Lohe, K. Müllen, X. Feng, Adv. Mater. 2016, 28, 6213.

[145] K. Shen, H. Mei, B. Li, J. Ding, S. Yang, Adv. Energy Mater. 2018, 8, 1701527.

[146] Z. S. Wu, K. Parvez, X. Feng, K. Müllen, Nat. Commun. 2013, 4, 2487.

[147] H.-M. Kim, S. Cho, J. Kim, H. Shin, J. Jang, ACS Appl. Mater. Interfaces 2018, 10, 24028.

[148] R. Chen, H. Ling, Q. Huang, Y. Yang, X. Wang, Small 2022, 18, 2106356.

[149] H. Yuk, B. Lu, X. Zhao, Chem. Soc. Rev. 2019, 48, 1642.

[150] Y. Wang, X. Wu, Y. Han, T. Li, J Energy Storage 2021, 42, 103053.

[151] K. Xiao, L.-X. Ding, G. Liu, H. Chen, S. Wang, H. Wang, Adv. Mater. 2016, 28, 5997.

[152] F. Mo, Q. Li, G. Liang, Y. Zhao, D. Wang, Y. Huang, J. Wei, C. Zhi, Adv. Sci. 2021, 8, 2100072.

[153] G. Liang, J. Zhu, A. Chen, Q. Yang, C. Zhi, npj Flex. Electron. 2021, 5, 27.

[154] J. Yang, R. Bai, B. Chen, Z. Suo, Adv. Funct. Mater. 2020, 30, 1901693.

[155] Q. Gong, Y. Li, X. Liu, Z. Xia, Y. Yang, Carbohydr. Polym. 2020, 245, 116611.

[156] L. Guo, W.-B. Ma, Y. Wang, X.-Z. Song, J. Ma, X.-D. Han, X.-Y. Tao, L.-T. Guo, H.-L. Fan, Z.-S. Liu, Y.-B. Zhu, X.-Y. Wei, J. Alloys Compd. 2020, 843, 155895.

[157] J. Wei, Q. Wang, Small Methods 2019, 3, 1900558.

[158] J. Zeng, L. Dong, W. Sha, L. Wei, X. Guo, Chem. Eng. J. 2020, 383, 123098.

[159] E. Feng, W. Gao, J. Li, J. Wei, Q. Yang, Z. Li, X. Ma, T. Zhang, Z. Yang, ACS Sustain. Chem. Eng. 2020, 8, 3311.

[160] X. Ji, Q. Wang, M. Yu, M. K. Hadi, Y. Liu, L. Zhao, F. Ran, Energy Storage Mater 2021, 37, 587.

[161] L. Hou, X. Sun, L. Guo, X. Meng, J. Wei, C. Yuan, Energ. Technol. 2020, 8, 1901319.

[162] X. Li, X. Meng, Q. Zhang, J. Sun, L. Hou, C. Yuan, J. Mater. Sci. Technol. 2025, 210, 10.

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