Superhydrophobic Wearable Strain Sensors: From Strategic Design to Robustness Paradigm
Corresponding Author: Yongquan Qing
Nano-Micro Letters,
Vol. 18 (2026), Article Number: 392
Abstract
Superhydrophobic wearable strain sensors represent an emerging frontier in flexible electronics, offering the potential to bridge the gap between laboratory prototypes and practical applications in humid, corrosive, or underwater environments. However, their widespread adoption is hindered by insufficient robustness against chemical, mechanical, and wetting state failures. The current literature lacks systematic insights into coupled multimode failures and integrated optimization frameworks, and standardized protocols for robustness evaluation remain absent. This review systematically summarizes strategies for material selection, structural design, and functional integration in superhydrophobic systems, with a focus on analyzing failure mechanisms across chemical, mechanical, and interfacial state dimensions. Key quantitative benchmarks—including resistance drift, contact angle retention, and cyclic stability—are established. We introduce a “failure-mechanism-oriented robustness optimization” framework and summarize corresponding testing standards. Finally, we discuss key future challenges and potential breakthroughs, most urgently the development of eco-friendly low-surface-energy modifiers and unified testing protocols, providing a theoretical framework and technological roadmap for the next generation of robust amphibious flexible sensing systems.
Highlights:
1 The system analyzes coupled failure mechanisms from chemical, mechanical, and interfacial states, moving beyond the single‑failure‑mode focus of existing studies.
2 A failure‑mechanism‑driven robustness optimization framework is established, defining key quantitative indicators to address the lack of unified optimization and evaluation criteria.
3 Addressing sensor application bottlenecks, this review summarizes material–structural–functional integration strategies, identifies key future directions, and offers a practical theoretical framework and technical roadmap for next‑generation robust amphibious flexible sensing systems.
Keywords
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- Y. Yu, X. Liao, W. Feng, Recent development of elastomer-based smart sensing materials and structures. Adv. Compos. Hybrid Mater. 8(1), 138 (2025). https://doi.org/10.1007/s42114-024-01168-y
- J. Qiu, S. Liu, Y. Guo, L. Yang, K. Jiang, Anisotropic flexible pressure/strain sensors: recent advances, fabrication techniques, and future prospects. Chem. Eng. J. 504, 158799 (2025). https://doi.org/10.1016/j.cej.2024.158799
- J.-H. Lee, K. Cho, J.-K. Kim, Age of flexible electronics: emerging trends in soft multifunctional sensors. Adv. Mater. 36(16), 2310505 (2024). https://doi.org/10.1002/adma.202310505
- N. Brasier, J. Wang, W. Gao, J.R. Sempionatto, C. Dincer et al., Applied body-fluid analysis by wearable devices. Nature 636(8041), 57–68 (2024). https://doi.org/10.1038/s41586-024-08249-4
- K. Meng, X. Xiao, W. Wei, G. Chen, A. Nashalian et al., Wearable pressure sensors for pulse wave monitoring. Adv. Mater. 34(21), 2109357 (2022). https://doi.org/10.1002/adma.202109357
- Y. Wang, Y. Yue, F. Cheng, Y. Cheng, B. Ge et al., Ti3C2Tx MXene-based flexible piezoresistive physical sensors. ACS Nano 16(2), 1734–1758 (2022). https://doi.org/10.1021/acsnano.1c09925
- F. Zhong, W. Hu, P. Zhu, H. Wang, C. Ma et al., Piezoresistive design for electronic skin: from fundamental to emerging applications. Opto-Electron. Adv. 5(8), 210029 (2022). https://doi.org/10.29026/oea.2022.210029
- A.J. Bandodkar, J. Wang, Non-invasive wearable electrochemical sensors: a review. Trends Biotechnol. 32(7), 363–371 (2014). https://doi.org/10.1016/j.tibtech.2014.04.005
- J. Min, J. Tu, C. Xu, H. Lukas, S. Shin et al., Skin-interfaced wearable sweat sensors for precision medicine. Chem. Rev. 123(8), 5049–5138 (2023). https://doi.org/10.1021/acs.chemrev.2c00823
- X. Wang, Z. Liu, T. Zhang, Flexible sensing electronics for wearable/attachable health monitoring. Small 13(25), 1602790 (2017). https://doi.org/10.1002/smll.201602790
- Y. Ma, Y. Lu, Y. Yue, S. He, S. Jiang et al., Nanocellulose-mediated bilayer hydrogel actuators with thermo-responsive, shape memory and self-sensing performances. Carbohydr. Polym. 335, 122067 (2024). https://doi.org/10.1016/j.carbpol.2024.122067
- Y. Zheng, H. Liu, L. Yan, H. Yang, L. Dai et al., Lignin-based encapsulation of liquid metal ps for flexible and high-efficiently recyclable electronics. Adv. Funct. Mater. 34(7), 2310653 (2024). https://doi.org/10.1002/adfm.202310653
- G. Korotcenkov, N.P. Simonenko, E.P. Simonenko, V.V. Sysoev, V. Brinzari, Paper-based humidity sensors as promising flexible devices, state of the art, Part 2: humidity-sensor performances. Nanomaterials 13(8), 1381 (2023). https://doi.org/10.3390/nano13081381
- X. Zhou, H. Zang, Y. Guan, S. Li, M. Liu, Superhydrophobic flexible strain sensors constructed using nanomaterials: their fabrications and sustainable applications. Nanomaterials 13(19), 2639 (2023). https://doi.org/10.3390/nano13192639
- J. Ma, Z. Pan, W. Zhang, Q. Fan, W. Li et al., High-sensitivity microchannel-structured collagen fiber-based sensors with antibacterial and hydrophobic properties. ACS Sustain. Chem. Eng. 10(50), 16814–16824 (2022). https://doi.org/10.1021/acssuschemeng.2c05292
- C. Zhang, X. Zhang, H. Shen, D. Shuai, X. Xiong et al., Superior self-cleaning surfaces via the synergy of superhydrophobicity and photocatalytic activity: principles, synthesis, properties, and applications. J. Clean. Prod. 428, 139430 (2023). https://doi.org/10.1016/j.jclepro.2023.139430
- L. Mérai, Á. Deák, I. Dékány, L. Janovák, Fundamentals and utilization of solid/liquid phase boundary interactions on functional surfaces. Adv. Colloid Interface Sci. 303, 102657 (2022). https://doi.org/10.1016/j.cis.2022.102657
- Y. Wu, J. Du, G. Liu, D. Ma, F. Jia et al., A review of self-cleaning technology to reduce dust and ice accumulation in photovoltaic power generation using superhydrophobic coating. Renew. Energy 185, 1034–1061 (2022). https://doi.org/10.1016/j.renene.2021.12.123
- D. Xia, L.M. Johnson, G.P. López, Anisotropic wetting surfaces with one-dimesional and directional structures: fabrication approaches, wetting properties and potential applications. Adv. Mater. 24(10), 1287–1302 (2012). https://doi.org/10.1002/adma.201104618
- S. Zhan, Y. Pan, Z.F. Gao, X. Lou, F. Xia, Biological and chemical sensing applications based on special wettable surfaces. TrAC Trends Anal. Chem. 108, 183–194 (2018). https://doi.org/10.1016/j.trac.2018.09.001
- Q. Jin, Z. Liu, X. Ouyang, Y. Liu, X. Wang, Superhydrophobic MXene-CNT bridge strain sensors with wide linear-range via strain-isolation and crack-synergy effects. Chem. Eng. J. 488, 150796 (2024). https://doi.org/10.1016/j.cej.2024.150796
- S. Wu, M. Zou, X. Shi, Y. Yuan, W. Bai et al., Hydrophobic, structure-tunable Cu nanowire@graphene core–shell aerogels for piezoresistive pressure sensing. Adv. Mater. Technol. 4(10), 1900470 (2019). https://doi.org/10.1002/admt.201900470
- L.-C. Jia, C.-G. Zhou, K. Dai, D.-X. Yan, Z.-M. Li, Facile fabrication of highly durable superhydrophobic strain sensors for subtle human motion detection. J. Mater. Sci. Technol. 110, 35–42 (2022). https://doi.org/10.1016/j.jmst.2021.08.081
- Z. Dai, S. Ding, M. Lei, S. Li, Y. Xu et al., A superhydrophobic and anti-corrosion strain sensor for robust underwater applications. J. Mater. Chem. A 9(27), 15282–15293 (2021). https://doi.org/10.1039/D1TA04259A
- T. Darmanin, F. Guittard, Recent advances in the potential applications of bioinspired superhydrophobic materials. J. Mater. Chem. A 2(39), 16319–16359 (2014). https://doi.org/10.1039/c4ta02071e
- Y.-R. Ding, R. Liu, Y. Zheng, X. Wang, Y. Yu, Fabrication of a superhydrophobic conductive porous film with water-resistance for wearable sensors. ACS Appl. Electron. Mater. 5(1), 440–450 (2023). https://doi.org/10.1021/acsaelm.2c01452
- K. Liu, C. Yang, L. Song, Y. Wang, Q. Wei et al., Highly stretchable, superhydrophobic and wearable strain sensors based on the laser-irradiated PDMS/CNT composite. Compos. Sci. Technol. 218, 109148 (2022). https://doi.org/10.1016/j.compscitech.2021.109148
- L. Wang, H. Wang, X.-W. Huang, X. Song, M. Hu et al., Superhydrophobic and superelastic conductive rubber composite for wearable strain sensors with ultrahigh sensitivity and excellent anti-corrosion property. J. Mater. Chem. A 6(47), 24523–24533 (2018). https://doi.org/10.1039/c8ta07847e
- Y. Wang, W. Cai, Y. Zhang, J. Ji, H. Zheng et al., Superhydrophobic wearable sensor: fabrication, application, and perspective. Discover Nano 19(1), 176 (2024). https://doi.org/10.1186/s11671-024-04138-x
- L. Xu, W. Wang, L. Zhang, D. Wang, A. Zhang, Ultrasensitive and recyclable multifunctional superhydrophobic sensor membrane for underwater applications, weather monitoring, and wastewater treatment. ACS Appl. Mater. Interfaces 14(18), 21623–21635 (2022). https://doi.org/10.1021/acsami.2c01345
- Z. Dai, M. Lei, S. Ding, Q. Zhou, B. Ji et al., Durable superhydrophobic surface in wearable sensors: from nature to application. Exploration 4(2), 20230046 (2024). https://doi.org/10.1002/EXP.20230046
- M. Yang, J. Wen, J. Han, T. Zheng, X. Li et al., Superhydrophobic, multifunctional, and mechanically durable carbon aerogel composites for high-performance underwater piezoresistive sensing. ACS Appl. Mater. Interfaces 16(46), 64101–64112 (2024). https://doi.org/10.1021/acsami.4c16924
- W. Yao, Y. Yan, J. Sun, Z. Zhang, W. Sun et al., Mechanically durable superhydrophobic strain sensors with high biocompatibility and sensing performance for underwater motion monitoring. ACS Appl. Mater. Interfaces 16(5), 6548–6561 (2024). https://doi.org/10.1021/acsami.3c14327
- H. Liu, Q. Li, Y. Bu, N. Zhang, C. Wang et al., Stretchable conductive nonwoven fabrics with self-cleaning capability for tunable wearable strain sensor. Nano Energy 66, 104143 (2019). https://doi.org/10.1016/j.nanoen.2019.104143
- L. Wang, Y. Chen, L. Lin, H. Wang, X. Huang et al., Highly stretchable, anti-corrosive and wearable strain sensors based on the PDMS/CNTs decorated elastomer nanofiber composite. Chem. Eng. J. 362, 89–98 (2019). https://doi.org/10.1016/j.cej.2019.01.014
- L. Lan, L. Wang, C. Wang, H. Zhang, Sandwich-architected hybrid organic crystals with humidity-temperature sensing and cryogenic photothermal actuation. Nano-Micro Lett. 18(1), 160 (2026). https://doi.org/10.1007/s40820-025-01996-7
- L. Wang, J. Hu, X. Zhou, M. Liu, Y. Wu et al., Modification-free bionic superhydrophobic laser-induced graphene (LIG) wearable strain sensor with superior anti-icing performance. Chem. Eng. J. 508, 161140 (2025). https://doi.org/10.1016/j.cej.2025.161140
- Z. Bai, X. Wang, M. Huang, M. Zheng, Y. Ouyang et al., Versatile nano–micro collagen fiber-based wearable electronics for health monitoring and thermal management. J. Mater. Chem. A 11(2), 726–741 (2023). https://doi.org/10.1039/d2ta08263b
- Z. Cao, H. Liu, L. Jiang, Transparent, mechanically robust, and ultrastable ionogels enabled by hydrogen bonding between elastomers and ionic liquids. Mater. Horiz. 7(3), 912–918 (2020). https://doi.org/10.1039/c9mh01699f
- W. Liu, X. Wang, S. Xiang, Y. Lian, S. Tao, Stretchable superhydrophobic surfaces: from basic fabrication strategies to applications. Processes 12(1), 124 (2024). https://doi.org/10.3390/pr12010124
- W. Ma, Z. Jiang, T. Lu, R. Xiong, C. Huang, Lightweight, elastic and superhydrophobic multifunctional nanofibrous aerogel for self-cleaning, oil/water separation and pressure sensing. Chem. Eng. J. 430, 132989 (2022). https://doi.org/10.1016/j.cej.2021.132989
- H. Song, J. Ma, C. Li, Y. Cai, Y. Wang et al., Design of a stable wearable piezoresistive sensor with a laminated pattern for simultaneous anti-wetting and self-power. Chem. Eng. J. 481, 148346 (2024). https://doi.org/10.1016/j.cej.2023.148346
- N. Namdari, B. Mohammadian, P. Jafari, R. Mohammadi, H. Sojoudi et al., Advanced functional surfaces through controlled damage and instabilities. Mater. Horiz. 7(2), 366–396 (2020). https://doi.org/10.1039/c9mh01516g
- W. Si, Z. Guo, Enhancing the lifespan and durability of superamphiphobic surfaces for potential industrial applications: a review. Adv. Colloid Interface Sci. 310, 102797 (2022). https://doi.org/10.1016/j.cis.2022.102797
- D. Qi, K. Zhang, G. Tian, B. Jiang, Y. Huang, Stretchable electronics based on PDMS substrates. Adv. Mater. 33(6), 2003155 (2021). https://doi.org/10.1002/adma.202003155
- Y. Lu, M.C. Biswas, Z. Guo, J.-W. Jeon, E.K. Wujcik, Recent developments in bio-monitoring via advanced polymer nanocomposite-based wearable strain sensors. Biosens. Bioelectron. 123, 167–177 (2019). https://doi.org/10.1016/j.bios.2018.08.037
- C.I.R. de Oliveira, M.C.G. Rocha, J.T. de Assis, A.L.N. da Silva, Morphological, mechanical, and thermal properties of PP/SEBS/talc composites. J. Thermoplast. Compos. Mater. 35(2), 281–299 (2022). https://doi.org/10.1177/0892705719876678
- L. Cao, J. Huang, J. Fan, Z. Gong, C. Xu et al., Nanocellulose-a sustainable and efficient nanofiller for rubber nanocomposites: from reinforcement to smart soft materials. Polym. Rev. 62(3), 549–584 (2022). https://doi.org/10.1080/15583724.2021.2001004
- W.-Y. Guo, M.-G. Ma, Conductive nanocomposite hydrogels for flexible wearable sensors. J. Mater. Chem. A 12(16), 9371–9399 (2024). https://doi.org/10.1039/d3ta08069b
- X. Zong, N. Zhang, X. Ma, J. Wang, C. Zhang, Polymer-based flexible piezoresistive pressure sensors based on various micro/nanostructures array. Compos. Part A Appl. Sci. Manuf. 190, 108648 (2025). https://doi.org/10.1016/j.compositesa.2024.108648
- J. Chen, J. Zheng, Q. Gao, J. Zhang, J. Zhang et al., Polydimethylsiloxane (PDMS)-based flexible resistive strain sensors for wearable applications. Appl. Sci. 8(3), 345 (2018). https://doi.org/10.3390/app8030345
- M. Li, S. Chen, B. Fan, B. Wu, X. Guo, Printed flexible strain sensor array for bendable interactive surface. Adv. Funct. Mater. 30(34), 2003214 (2020). https://doi.org/10.1002/adfm.202003214
- F. Pan, S.-M. Chen, Y. Li, Z. Tao, J. Ye et al., 3D graphene films enable simultaneously high sensitivity and large stretchability for strain sensors. Adv. Funct. Mater. 28(40), 1803221 (2018). https://doi.org/10.1002/adfm.201803221
- T. Raza, M.K. Tufail, A. Ali, A. Boakye, X. Qi et al., Wearable and flexible multifunctional sensor based on laser-induced graphene for the sports monitoring system. ACS Appl. Mater. Interfaces 14(48), 54170–54181 (2022). https://doi.org/10.1021/acsami.2c14847
- L. Tang, J. Zhou, D. Zhang, B. Sheng, Laser-induced graphene electrodes on Poly(ether–ether–ketone)/PDMS composite films for flexible strain and humidity sensors. ACS Appl. Nano Mater. 6(19), 17802–17813 (2023). https://doi.org/10.1021/acsanm.3c03026
- S. Li, J. Zhang, J. He, W. Liu, Y. Wang et al., Functional PDMS elastomers: bulk composites, surface engineering, and precision fabrication. Adv. Sci. 10(34), 2304506 (2023). https://doi.org/10.1002/advs.202304506
- X. Cui, Y. Jiang, Z. Xu, M. Xi, Y. Jiang et al., Stretchable strain sensors with dentate groove structure for enhanced sensing recoverability. Compos. Part B Eng. 211, 108641 (2021). https://doi.org/10.1016/j.compositesb.2021.108641
- Y. Peng, J. Dong, J. Sun, Y. Mao, Y. Zhang et al., Multimodal health monitoring via a hierarchical and ultrastretchable all-in-one electronic textile. Nano Energy 110, 108374 (2023). https://doi.org/10.1016/j.nanoen.2023.108374
- G.B. Pradhan, S. Jeong, S. Sharma, S. Lim, K. Shrestha et al., A breathable and strain-insensitive multi-layered E-skin patch for digital healthcare wearables. Adv. Funct. Mater. 34(46), 2407978 (2024). https://doi.org/10.1002/adfm.202407978
- Y. Song, K. Chen, S. Chen, L. Zhang, Y. Wang et al., Stretchable and adhesive bilayers for electrical interfacing. Mater. Horiz. 12(6), 1981–1991 (2025). https://doi.org/10.1039/d4mh01166j
- H. Park, Y.R. Jeong, J. Yun, S.Y. Hong, S. Jin et al., Stretchable array of highly sensitive pressure sensors consisting of polyaniline nanofibers and Au-coated polydimethylsiloxane micropillars. ACS Nano 9(10), 9974–9985 (2015). https://doi.org/10.1021/acsnano.5b03510
- D. Pandey, R. Singh, P. Karmakar, S. Das, H. Roy et al., Monolithic MWCNT-hyperelastic elastomer based electronic skin with ultra-high stretchability for human health monitoring. Sens. Actuat. A Phys. 372, 115341 (2024). https://doi.org/10.1016/j.sna.2024.115341
- H. Mai, R. Mutlu, C. Tawk, G. Alici, V. Sencadas, Ultra-stretchable MWCNT–Ecoflex piezoresistive sensors for human motion detection applications. Compos. Sci. Technol. 173, 118–124 (2019). https://doi.org/10.1016/j.compscitech.2019.02.001
- N.A. Demidenko, A.V. Kuksin, V.V. Molodykh, E.S. Pyankov, L.P. Ichkitidze et al., Flexible strain-sensitive silicone-CNT sensor for human motion detection. Bioengineering 9(1), 36 (2022). https://doi.org/10.3390/bioengineering9010036
- J. Yuan, Y. Zhang, G. Li, S. Liu, R. Zhu, Printable and stretchable conductive elastomers for monitoring dynamic strain with high fidelity. Adv. Funct. Mater. 32(34), 2204878 (2022). https://doi.org/10.1002/adfm.202204878
- S. Srimongkol, P. Wiroonpochit, K. Utra, R. Sethayospongsa, P. Muthitamongkol et al., Carbon-based conductive rubber composite for 3D printed flexible strain sensors. Polym. Adv. Technol. 34(1), 287–298 (2023). https://doi.org/10.1002/pat.5887
- Y. Lin, Q. Yin, J. Wang, H. Jia, G. Yuan et al., Sensitivity enhanced, highly stretchable, and mechanically robust strain sensors based on reduced graphene oxide-aramid nanofibers hybrid fillers. Chem. Eng. J. 443, 136468 (2022). https://doi.org/10.1016/j.cej.2022.136468
- Y. Lin, Q. Yin, H. Jia, Q. Ji, J. Wang, Ultrasensitive and highly stretchable bilayer strain sensor based on bandage-assisted woven fabric with reduced graphene oxide and liquid metal. Chem. Eng. J. 487, 150777 (2024). https://doi.org/10.1016/j.cej.2024.150777
- X. Xu, S. Wu, J. Cui, L. Yang, K. Wu et al., Highly stretchable and sensitive strain sensor based on polypyrrole coated bacterial cellulose fibrous network for human motion detection. Compos. Part B Eng. 211, 108665 (2021). https://doi.org/10.1016/j.compositesb.2021.108665
- Z. Zhan, Y. Yuan, Y. Zhang, X. Tian, J. Sun et al., Stretchable and highly sensitive flexible strain sensor based on a three-layer core–shell structure of polydopamine/polypyrrole@natural rubber for human activity monitoring. Adv. Eng. Mater. 26(7), 2301952 (2024). https://doi.org/10.1002/adem.202301952
- K. Rose, A. Steinbüchel, Biodegradation of natural rubber and related compounds: recent insights into a hardly understood catabolic capability of microorganisms. Appl. Environ. Microbiol. 71(6), 2803–2812 (2005). https://doi.org/10.1128/aem.71.6.2803-2812.2005
- R. Zhou, Y. Jin, W. Zeng, H. Jin, L. Shi et al., Versatile quasi-solid ionic conductive elastomer inspired by desertification control strategy for soft iontronics. Adv. Funct. Mater. 33(43), 2301921 (2023). https://doi.org/10.1002/adfm.202301921
- T. Bai, Y. Wang, K. Zhu, X. Zhang, Y. Mu et al., Multifunctional ultraelastic helical conductive yarn for motion detection and human-machine interaction. Chem. Eng. J. 498, 155143 (2024). https://doi.org/10.1016/j.cej.2024.155143
- Q. Guo, W. Pang, X. Xie, Y. Xu, W. Yuan, Stretchable, conductive and porous MXene-based multilevel structured fibers for sensitive strain sensing and gas sensing. J. Mater. Chem. A 10(29), 15634–15646 (2022). https://doi.org/10.1039/d2ta02998g
- Y. Kim, K.P. Faseela, S.Y. Yang, K. Kim, H.J. Yu et al., Excellent reversibility of resistive nanocomposite strain sensor composed of silver nanoflowers, polyurethane, and polyester rubber band. Compos. Sci. Technol. 221, 109305 (2022). https://doi.org/10.1016/j.compscitech.2022.109305
- H. Lin, H. Wang, Y. Yang, Y. Zhang, L. Li et al., Smart fabrics with liquid metal reinforced PU/CNT/MXene multilayer structures for constructing multifunctional sensors and wearable electronics. J. Mater. Chem. A 12(44), 30872–30884 (2024). https://doi.org/10.1039/d4ta05266h
- S. Lee, Y. Lee, C. Park, Y.G. Ro, M.S. Kwak et al., Shape-reconfigurable crack-based strain sensor with ultrahigh and tunable sensitivity. Adv. Funct. Mater. 35(24), 2421812 (2025). https://doi.org/10.1002/adfm.202421812
- X. Wang, X. Liu, D.W. Schubert, Highly sensitive ultrathin flexible thermoplastic polyurethane/carbon black fibrous film strain sensor with adjustable scaffold networks. Nano-Micro Lett. 13(1), 64 (2021). https://doi.org/10.1007/s40820-021-00592-9
- T. Yang, J. Hu, Z. Yan, M. Edeleva, L. Cardon et al., Facilely fabricated ultrasensitive, high-tensile dual bionic-inspired strain sensor based on AgNWs@CNTs/TPU composites. Chem. Eng. J. 513, 162964 (2025). https://doi.org/10.1016/j.cej.2025.162964
- W. Zhao, V.D. Trung, F. Li, Y. Zhang, H. Li et al., Hierarchical synergistic engineering for machine learning-assisted gesture recognition and integrated thermal management. Adv. Fiber Mater. 7(5), 1495–1513 (2025). https://doi.org/10.1007/s42765-025-00565-2
- Y. Wang, G. Wang, X. Li, J. Yin, J. Zhu, Research progress of flexible piezoresistive sensors prepared by solution-based processing. Acta Chim. Sin. 80(2), 214 (2022). https://doi.org/10.6023/a21080414
- M. Zhang, T. Xu, K. Liu, L. Zhu, C. Miao et al., Modulation and mechanisms of cellulose-based hydrogels for flexible sensors. SusMat 5(1), e255 (2025). https://doi.org/10.1002/sus2.255
- Z. Wang, F. Tao, Q. Pan, A self-healable polyvinyl alcohol-based hydrogel electrolyte for smart electrochemical capacitors. J. Mater. Chem. A 4(45), 17732–17739 (2016). https://doi.org/10.1039/c6ta08018a
- Q. He, Q. Zhong, Z. Sun, H. Zhang, Z. Zhao et al., Highly stretchable, repeatable, and easy-to-prepare ionogel based on polyvinyl chloride for wearable strain sensors. Nano Energy 113, 108535 (2023). https://doi.org/10.1016/j.nanoen.2023.108535
- H. Ding, B. Wang, X. Yang, J. Liu, W. Sang et al., Conductive polyacrylamide/pullulan/ammonium sulfate hydrogels with high toughness, low-hysteresis and tissue-like modulus as flexible strain sensors. Int. J. Biol. Macromol. 291, 139183 (2025). https://doi.org/10.1016/j.ijbiomac.2024.139183
- F. Gao, Y. Pang, Y. Wang, X. Yang, W. Song et al., Nanocellulose/selenoglutathione-enhanced antioxidant, elastic, antibacterial, and conductive hydrogels as strain sensors. ACS Sustainable Chem. Eng. 12(36), 13622–13633 (2024). https://doi.org/10.1021/acssuschemeng.4c04986
- X. Jing, H. Li, H.-Y. Mi, Y.-J. Liu, P.-Y. Feng et al., Highly transparent, stretchable, and rapid self-healing polyvinyl alcohol/cellulose nanofibril hydrogel sensors for sensitive pressure sensing and human motion detection. Sens. Actuators B Chem. 295, 159–167 (2019). https://doi.org/10.1016/j.snb.2019.05.082
- N. Yang, P. Qi, J. Ren, H. Yu, S. Liu et al., Polyvinyl alcohol/silk fibroin/borax hydrogel ionotronics: a highly stretchable, self-healable, and biocompatible sensing platform. ACS Appl. Mater. Interfaces 11(26), 23632–23638 (2019). https://doi.org/10.1021/acsami.9b06920
- H. Yang, Y. Liu, L. Kong, L. Kang, F. Ran, Biopolymer-based carboxylated chitosan hydrogel film crosslinked by HCl as gel polymer electrolyte for all-solid-sate supercapacitors. J. Power. Sources 426, 47–54 (2019). https://doi.org/10.1016/j.jpowsour.2019.04.023
- J. Xu, H. Zhang, Z. Guo, C. Zhang, H. Tan et al., Fully physical crosslinked BSA-based conductive hydrogels with high strength and fast self-recovery for human motion and wireless electrocardiogram sensing. Int. J. Biol. Macromol. 230, 123195 (2023). https://doi.org/10.1016/j.ijbiomac.2023.123195
- Y. Han, Y. Liu, Y. Liu, D. Jiang, Z. Wu et al., High-performance PVA-based hydrogels for ultra-sensitive and durable flexible sensors. Adv. Compos. Hybrid Mater. 8(1), 154 (2025). https://doi.org/10.1007/s42114-024-01137-5
- S. Sun, Q.-R. Xiao, X. Zhou, Y.-Y. Wei, L. Shi et al., A bio-based environment-friendly membrane with facile preparation process for oil-water separation. Colloids Surf. A Physicochem. Eng. Aspects 559, 18–22 (2018). https://doi.org/10.1016/j.colsurfa.2018.09.038
- P. Das, S. Ganguly, P.K. Marvi, M. Sherazee, X. Tang et al., Carbon dots infused 3D printed cephalopod mimetic bactericidal and antioxidant hydrogel for uniaxial mechano-fluorescent tactile sensor. Adv. Mater. 36(48), 2409819 (2024). https://doi.org/10.1002/adma.202409819
- J. Liu, Y. Zhu, M. Ou, J. Sun, J. Wang et al., Preparation of a strong, tough and sensing cycle stable ionic conductive hydrogel fiber for strain sensor via introduction of syndiotactic polyvinyl alcohol. Compos. Commun. 53, 102208 (2025). https://doi.org/10.1016/j.coco.2024.102208
- Y. Zhang, W. Pan, Y. Dong, J. Ding, L. Xu, Stretchable, fast response and adhesive MXene-based hydrogels for wearable strain sensor. Compos. Commun. 53, 102245 (2025). https://doi.org/10.1016/j.coco.2024.102245
- X. Liu, J. Miao, Q. Fan, W. Zhang, X. Zuo et al., Recent progress on smart fiber and textile based wearable strain sensors: materials, fabrications and applications. Adv. Fiber Mater. 4(3), 361–389 (2022). https://doi.org/10.1007/s42765-021-00126-3
- Z. Liu, T. Zhu, J. Wang, Z. Zheng, Y. Li et al., Functionalized fiber-based strain sensors: pathway to next-generation wearable electronics. Nano-Micro Lett. 14(1), 61 (2022). https://doi.org/10.1007/s40820-022-00806-8
- M. Dulal, S. Afroj, J. Ahn, Y. Cho, C. Carr et al., Toward sustainable wearable electronic textiles. ACS Nano 16(12), 19755–19788 (2022). https://doi.org/10.1021/acsnano.2c07723
- W. Zhao, J. Natsuki, V.D. Trung, H. Li, J. Tan et al., AgNPs/CNTs modified nonwoven fabric for PET-based flexible interdigitated electrodes in pressure sensor applications. Chem. Eng. J. 499, 156252 (2024). https://doi.org/10.1016/j.cej.2024.156252
- N. Yang, H. Liu, X. Yin, F. Wang, X. Yan et al., Flexible pressure sensor decorated with MXene and reduced graphene oxide composites for motion detection, information transmission, and pressure sensing performance. ACS Appl. Mater. Interfaces 14(40), 45978–45987 (2022). https://doi.org/10.1021/acsami.2c16028
- S. Zhao, P. Zheng, Q. Liu, L. Niu, H. Cong et al., Highly stretchable strain sensor with tunable sensitivity via polydopamine template-assisted dual-mode cooperative conductive network for human motion detection. Mater. Des. 206, 109780 (2021). https://doi.org/10.1016/j.matdes.2021.109780
- L. Dou, M. Yuan, D. Li, S. Zou, S. Tan et al., Friction spun Spandex/rGO/Ag/polyester core-sheath yarn with antibacterial activity for wearable sensors. Surf. Interfaces 44, 103746 (2024). https://doi.org/10.1016/j.surfin.2023.103746
- L. Li, J. Sun, H. Cong, Design and performance of stretchable resistive sensor based on knitted loop structures for motion detection. J. Ind. Text. 53, 15280837231200896 (2023). https://doi.org/10.1177/15280837231200895
- Y. Liu, D. Xu, C. Ge, C. Gao, Y. Wei et al., Bifunctional smart textiles with simultaneous motion monitoring and thermotherapy for human joint injuries. Adv. Sci. 11(4), 2305312 (2024). https://doi.org/10.1002/advs.202305312
- K. Yang, H. Cheng, B. Wang, Y. Tan, T. Ye et al., Highly durable and stretchable Ti3C2Tx/PPy-fabric-based strain sensor for human-motion detection. Adv. Mater. Technol. 7(3), 2100675 (2022). https://doi.org/10.1002/admt.202100675
- B. Mamatha, N. Pradeep, V. Uma, S.M. Kumar, Wearable strain sensor using multiwalled carbon nanotubes on different fabrics. J. Electron. Mater. 51(12), 7122–7133 (2022). https://doi.org/10.1007/s11664-022-09948-2
- Y. Li, X. Miao, J.Y. Chen, G. Jiang, Q. Liu, Sensing performance of knitted strain sensor on two-dimensional and three-dimensional surfaces. Mater. Des. 197, 109273 (2021). https://doi.org/10.1016/j.matdes.2020.109273
- A. Levitt, S. Seyedin, J. Zhang, X. Wang, J.M. Razal et al., Bath electrospinning of continuous and scalable multifunctional MXene-infiltrated nanoyarns. Small 16(26), 2002158 (2020). https://doi.org/10.1002/smll.202002158
- H. Montazerian, A. Rashidi, A. Dalili, H. Najjaran, A.S. Milani et al., Graphene-coated Spandex sensors embedded into silicone sheath for composites health monitoring and wearable applications. Small 15(17), 1804991 (2019). https://doi.org/10.1002/smll.201804991
- Y. Ding, H. Dong, J. Cao, Z. Zhang, R. Chen et al., A polyester/Spandex blend fabrics-based e-textile for strain sensor, Joule heater and energy storage applications. Compos. Part A Appl. Sci. Manuf. 175, 107779 (2023). https://doi.org/10.1016/j.compositesa.2023.107779
- J. Lv, Z. Liu, L. Zhang, K. Li, S. Zhang et al., Multifunctional polypyrrole and rose-like silver flower-decorated e-textile with outstanding pressure/strain sensing and energy storage performance. Chem. Eng. J. 427, 130823 (2022). https://doi.org/10.1016/j.cej.2021.130823
- Z. Zeng, B. Hao, D. Li, D. Cheng, G. Cai et al., Large-scale production of weavable, dyeable and durable Spandex/CNT/cotton core-sheath yarn for wearable strain sensors. Compos. Part A Appl. Sci. Manuf. 149, 106520 (2021). https://doi.org/10.1016/j.compositesa.2021.106520
- J. Zhang, J. Liu, Z. Zhao, W. Sun, G. Zhao et al., Calotropis gigantea fiber-based sensitivity-tunable strain sensors with insensitive response to wearable microclimate changes. Adv. Fiber Mater. 5(4), 1378–1391 (2023). https://doi.org/10.1007/s42765-023-00270-y
- W. Zhou, H. Hu, T. Gao, S. Shang, Composite fabric-based pressure sensor for human motion sensing. Fibres Polym. 27(3), 1205–1214 (2026). https://doi.org/10.1007/s12221-025-01278-4
- M. Amjadi, K.-U. Kyung, I. Park, M. Sitti, Stretchable, skin-mountable, and wearable strain sensors and their potential applications: a review. Adv. Funct. Mater. 26(11), 1678–1698 (2016). https://doi.org/10.1002/adfm.201504755
- D. Li, M. Wang, J. Zhao, Z. Zhang, L. Jiang et al., A novel stretchable composite fiber for strain and magnetic sensors and actuators: the application of polystyrene-ethylene-butylene-styrene/carbon nanotubes with encapsulated magnetorheological fluid. Compos. Commun. 53, 102218 (2025). https://doi.org/10.1016/j.coco.2024.102218
- Z. Zhang, S. Wei, E. Cheng, F. Bu, Y. Guo, Anisotropic composite sensor based on CF/CB for strain and pressure sensing. Compos. Commun. 59, 102602 (2025). https://doi.org/10.1016/j.coco.2025.102602
- J. Lin, K. Pan, Y. Li, J. Wang, X. Cheng et al., A novel flexible phase change fibrous composite membrane with tunable thermal management capability for highly sensitive and physically comfortable strain sensor. Compos. Commun. 57, 102433 (2025). https://doi.org/10.1016/j.coco.2025.102433
- K. Qi, Z. Wang, Z. Ma, Y. Dai, J. Zhang et al., Multimodal textile-based electromechanical sensor with anchored PANi-microspheres via conjugated electrospinning and electrospraying strategy. Compos. Commun. 60, 102626 (2025). https://doi.org/10.1016/j.coco.2025.102626
- A. Maji, C. Kuila, N.C. Murmu, T. Kuila, Stretch, sense, and innovate: advances in next-generation strain sensors. Compos. Part B Eng. 306, 112749 (2025). https://doi.org/10.1016/j.compositesb.2025.112749
- S. Gong, Y. Lu, J. Yin, A. Levin, W. Cheng, Materials-driven soft wearable bioelectronics for connected healthcare. Chem. Rev. 124(2), 455–553 (2024). https://doi.org/10.1021/acs.chemrev.3c00502
- J.R. Sonawane, R. Jundale, A.A. Kulkarni, Continuous flow synthesis of metal nanowires: protocols, engineering aspects of scale-up and applications. Mater. Horiz. 12(2), 364–400 (2025). https://doi.org/10.1039/d4mh00781f
- S. Bhanushali, P. Ghosh, A. Ganesh, W. Cheng, 1D copper nanostructures: progress, challenges and opportunities. Small 11(11), 1232–1252 (2015). https://doi.org/10.1002/smll.201402295
- B.C.K. Tee, J. Ouyang, Soft electronically functional polymeric composite materials for a flexible and stretchable digital future. Adv. Mater. 30(47), 1802560 (2018). https://doi.org/10.1002/adma.201802560
- Z. He, Y. Yang, H.-W. Liang, J.-W. Liu, S.-H. Yu, Nanowire genome: a magic toolbox for 1D nanostructures. Adv. Mater. 31(51), 1902807 (2019). https://doi.org/10.1002/adma.201902807
- M. Qu, Z. Luo, H. Chen, Y. Qin, D.W. Schubert et al., Strain sensing, electromagnetic interference shielding, and antimicrobial performance of triple hierarchic fabric coated with AgNWs and polydopamine. Mater. Des. 243, 113033 (2024). https://doi.org/10.1016/j.matdes.2024.113033
- X. Huang, L. Wang, Z. Shen, J. Ren, G. Chen et al., Super-stretchable and self-healing hydrogel with a three-dimensional silver nanowires network structure for wearable sensor and electromagnetic interference shielding. Chem. Eng. J. 446, 137136 (2022). https://doi.org/10.1016/j.cej.2022.137136
- D. Yin, J. Li, S. Wang, H. Xiu, G. Liu et al., Constructing multi-dimensional alternating layer nested structure for enhancing electromagnetic shielding, thermal management and strain sensing. Chem. Eng. J. 497, 154954 (2024). https://doi.org/10.1016/j.cej.2024.154954
- S. Lee, S. Shin, S. Lee, J. Seo, J. Lee et al., Ag nanowire reinforced highly stretchable conductive fibers for wearable electronics. Adv. Funct. Mater. 25(21), 3114–3121 (2015). https://doi.org/10.1002/adfm.201500628
- Y. Guan, Q. Zhang, W. Yang, Z. Li, H. Wang et al., A highly-sensitive wearable capacitance pressure sensor based on calcium copper titanate/polydimethysiloxane/graphene oxide and polydimethysiloxane/silver nanowires sanwich strustures combination for human body monitoring. Mater. Chem. Phys. 319, 129345 (2024). https://doi.org/10.1016/j.matchemphys.2024.129345
- S. Ding, J. Jiu, Y. Gao, Y. Tian, T. Araki et al., One-step fabrication of stretchable copper nanowire conductors by a fast photonic sintering technique and its application in wearable devices. ACS Appl. Mater. Interfaces 8(9), 6190–6199 (2016). https://doi.org/10.1021/acsami.5b10802
- Y. Jung, K.R. Pyun, S. Yu, J. Ahn, J. Kim et al., Laser-induced nanowire percolation interlocking for ultrarobust soft electronics. Nano-Micro Lett. 17(1), 127 (2025). https://doi.org/10.1007/s40820-024-01627-7
- H. Chen, F. Zhuo, J. Zhou, Y. Liu, J. Zhang et al., Advances in graphene-based flexible and wearable strain sensors. Chem. Eng. J. 464, 142576 (2023). https://doi.org/10.1016/j.cej.2023.142576
- M. Devi, H. Wang, S. Moon, S. Sharma, V. Strauss, Laser-carbonization–a powerful tool for micro-fabrication of patterned electronic carbons. Adv. Mater. 35(38), 2211054 (2023). https://doi.org/10.1002/adma.202211054
- Y. Guo, X. Wei, S. Gao, W. Yue, Y. Li et al., Recent advances in carbon material-based multifunctional sensors and their applications in electronic skin systems. Adv. Funct. Mater. 31(40), 2104288 (2021). https://doi.org/10.1002/adfm.202104288
- C. Wang, K. Xia, H. Wang, X. Liang, Z. Yin et al., Advanced carbon for flexible and wearable electronics. Adv. Mater. 31(9), 1801072 (2019). https://doi.org/10.1002/adma.201801072
- X. Zhang, L. Yao, X. Jia, X. Zou, Y. Cao et al., Recent progress in materials science and engineering towards flexible omnidirectional sensor. Mater. Sci. Eng. R. Rep. 163, 100917 (2025). https://doi.org/10.1016/j.mser.2024.100917
- S. Ganguly, N. Kanovsky, P. Das, A. Gedanken, S. Margel, Photopolymerized thin coating of polypyrrole/graphene nanofiber/iron oxide onto nonpolar plastic for flexible electromagnetic radiation shielding, strain sensing, and non-contact heating applications. Adv. Mater. Interfaces 8(23), 2101255 (2021). https://doi.org/10.1002/admi.202101255
- N. Gupta, A. Kumar, U. Mogera, U.V. Waghmare, G.U. Kulkarni, Highly sensitive and stretchable strain sensor based on wrinkles of a twisted multilayer graphene. J. Mater. Chem. A 13(29), 24102–24110 (2025). https://doi.org/10.1039/d5ta04476f
- Y. Chen, Y. Weng, Y. Cheng, Y. Fang, Q. Chen et al., Multifunctional, low swelling and tough wet tissue adhesive sensor based on in situ reduced graphene oxide and polyphenols. Chem. Eng. J. 499, 156596 (2024). https://doi.org/10.1016/j.cej.2024.156596
- Y. Yang, Y. Wei, Z. Guo, W. Hou, Y. Liu et al., From materials to devices: graphene toward practical applications. Small Methods 6(10), 2200671 (2022). https://doi.org/10.1002/smtd.202200671
- Z. Chen, Z. Yang, T. Yu, Z. Wei, C. Ji et al., Sandwich-structured flexible PDMS@graphene multimodal sensors capable of strain and temperature monitoring with superlative temperature range and sensitivity. Compos. Sci. Technol. 232, 109881 (2023). https://doi.org/10.1016/j.compscitech.2022.109881
- S.S. Nemala, J. Fernandes, J. Rodrigues, V. Lopes, R.M.R. Pinto et al., Sustainable graphene production for solution-processed microsupercapacitors and multipurpose flexible electronics. Nano Energy 127, 109781 (2024). https://doi.org/10.1016/j.nanoen.2024.109781
- J. Sun, Y. Sun, H. Jia, H. Bi, L. Chen et al., A novel pre-deposition assisted strategy for inkjet printing graphene-based flexible pressure sensor with enhanced performance. Carbon 196, 85–91 (2022). https://doi.org/10.1016/j.carbon.2022.04.021
- D. Lu, S. Liao, Y. Chu, Y. Cai, Q. Wei et al., Highly durable and fast response fabric strain sensor for movement monitoring under extreme conditions. Adv. Fiber Mater. 5(1), 223–234 (2023). https://doi.org/10.1007/s42765-022-00211-1
- J. Park, N. Jeon, S. Lee, G. Choe, E. Lee et al., Conductive hydrogel constructs with three-dimensionally connected graphene networks for biomedical applications. Chem. Eng. J. 446, 137344 (2022). https://doi.org/10.1016/j.cej.2022.137344
- K. Wang, X. Sun, S. Cheng, Y. Cheng, K. Huang et al., Multispecies-coadsorption-induced rapid preparation of graphene glass fiber fabric and applications in flexible pressure sensor. Nat. Commun. 15, 5040 (2024). https://doi.org/10.1038/s41467-024-48958-y
- Q. Li, Z. Pan, D. Hu, W. Ma, High-yield graphene/cellulose nanocrystal hybrid material for robust and conductive composite hydrogels with tunable strain sensing capability. ACS Appl. Polym. Mater. 7(10), 6134–6144 (2025). https://doi.org/10.1021/acsapm.5c00409
- H. Yoon, K. Lee, H. Shin, S. Jeong, Y.J. Lee et al., In situ co-transformation of reduced graphene oxide embedded in laser-induced graphene and full-range on-body strain sensor. Adv. Funct. Mater. 33(38), 2300322 (2023). https://doi.org/10.1002/adfm.202300322
- H. Le Ferrand, S. Bolisetty, A.F. Demirörs, R. Libanori, A.R. Studart et al., Magnetic assembly of transparent and conducting graphene-based functional composites. Nat. Commun. 7, 12078 (2016). https://doi.org/10.1038/ncomms12078
- T. Mai, L. Chen, P.-L. Wang, Q. Liu, M.-G. Ma, Hollow metal–organic framework/MXene/nanocellulose composite films for giga/terahertz electromagnetic shielding and photothermal conversion. Nano-Micro Lett. 16(1), 169 (2024). https://doi.org/10.1007/s40820-024-01386-5
- C. Ma, M.-G. Ma, C. Si, X.-X. Ji, P. Wan, Flexible MXene-based composites for wearable devices. Adv. Funct. Mater. 31(22), 2009524 (2021). https://doi.org/10.1002/adfm.202009524
- L. Wu, X. Yuan, Y. Tang, S. Wageh, O.A. Al-Hartomy et al., MXene sensors based on optical and electrical sensing signals: from biological, chemical, and physical sensing to emerging intelligent and bionic devices. PhotoniX 4(1), 15 (2023). https://doi.org/10.1186/s43074-023-00091-7
- G. Yang, Y. Li, L. Ma, Z. Li, J. Wang et al., MXene-enhanced PDMS aerogels: leveraging a Pickering emulsion strategy for advanced sensing applications. Chem. Eng. J. 503, 158525 (2025). https://doi.org/10.1016/j.cej.2024.158525
- Y. Du, Y. Liu, W. Lu, X. Zhang, A. Wang et al., Nacre-inspired MXene nanocomposite-based strain sensor with ultrahigh sensitivity in a small strain range for Parkinson’s disease diagnosis. ACS Appl. Mater. Interfaces 15(43), 50413–50426 (2023). https://doi.org/10.1021/acsami.3c13815
- L. Zhang, X. Zhang, H. zhang, L. Xu, D. Wang et al., Semi-embedded robust MXene/AgNW sensor with self-healing, high sensitivity and a wide range for motion detection. Chem. Eng. J. 434, 134751 (2022). https://doi.org/10.1016/j.cej.2022.134751
- H. Yuan, P. Li, X. Wang, C. Yu, X. Wang et al., Stretchable, ultrasensitive strain sensor with high-linearity by constructing crack-based dual conductive network. Chem. Eng. J. 480, 148102 (2024). https://doi.org/10.1016/j.cej.2023.148102
- Y. Chen, Y. Li, Y. Liu, P. Chen, C. Zhang et al., Holocellulose nanofibril-assisted intercalation and stabilization of Ti3C2Tx MXene inks for multifunctional sensing and EMI shielding applications. ACS Appl. Mater. Interfaces 13(30), 36221–36231 (2021). https://doi.org/10.1021/acsami.1c10583
- L. Bi, W. Perry, R.J. Wang, R. Lord, T. Hryhorchuk et al., MXene functionalized Kevlar yarn via automated, continuous dip coating. Adv. Funct. Mater. 34(14), 2312434 (2024). https://doi.org/10.1002/adfm.202312434
- Z. Wang, F. Zhou, Y. Li, S. Wang, W. Li et al., Hierarchical polypyrrole@MXene (Ti3C2Tx) fiber strain sensors for wearable healthcare electronics. Chem. Eng. J. 498, 155352 (2024). https://doi.org/10.1016/j.cej.2024.155352
- S. Ganguly, P. Das, A. Saha, M. Noked, A. Gedanken et al., Mussel-inspired polynorepinephrine/MXene-based magnetic nanohybrid for electromagnetic interference shielding in X-band and strain-sensing performance. Langmuir 38(12), 3936–3950 (2022). https://doi.org/10.1021/acs.langmuir.2c00278
- W. Zhang, J. Miao, M. Tian, X. Zhang, T. Fan et al., Hierarchically interlocked helical conductive yarn enables ultra-stretchable electronics and smart fabrics. Chem. Eng. J. 462, 142279 (2023). https://doi.org/10.1016/j.cej.2023.142279
- H. Liu, X. Chen, Y. Zheng, D. Zhang, Y. Zhao et al., Lightweight, superelastic, and hydrophobic polyimide nanofiber/MXene composite aerogel for wearable piezoresistive sensor and oil/water separation applications. Adv. Funct. Mater. 31(13), 2008006 (2021). https://doi.org/10.1002/adfm.202008006
- T. Yang, W. Chen, Y. Zou, X. Yang, R. Gu et al., Dual-functional electromechanical sensor based on hybrid structure of “1D rigid nanocellulose size-matching into 2D conductive MXene” in oriented porous materials. Adv. Funct. Mater. 36(6), e14418 (2026). https://doi.org/10.1002/adfm.202514418
- X. Xu, S. Fang, Z. Xu, M. Zhang, Y. Song et al., Crack propagation controlling via sliding cyclodextrin for high-density sensor array. Chem. Eng. J. 511, 161769 (2025). https://doi.org/10.1016/j.cej.2025.161769
- C. Yang, W. Huang, Y. Lin, S. Cao, H. Wang et al., Stretchable MXene/carbon nanotube bilayer strain sensors with tunable sensitivity and working ranges. ACS Appl. Mater. Interfaces 16(23), 30274–30283 (2024). https://doi.org/10.1021/acsami.4c04770
- J. Zhang, Y. Yang, R. Wang, J. Sun, L. Shi et al., Achieving high-sensitivity wide-range strain sensing with 0D-2D MXene/Ag NPs composite structures. ACS Appl. Nano Mater. 8(19), 10022–10032 (2025). https://doi.org/10.1021/acsanm.5c01438
- K. Pan, J. Wang, Y. Li, X. Lu, D. Hu et al., Sandwich-like flexible breathable strain sensor with tunable thermal regulation capability for human motion monitoring. ACS Appl. Mater. Interfaces 16(8), 10633–10645 (2024). https://doi.org/10.1021/acsami.3c16607
- M. Ren, J. Li, Y. Zhao, W. Zhai, K. Zhou et al., Highly strain-sensitive and stretchable multilayer conductive composite based on aligned thermoplastic polyurethane fibrous mat for human motion monitoring. Compos. Commun. 46, 101840 (2024). https://doi.org/10.1016/j.coco.2024.101840
- W. Chen, L.-X. Liu, H.-B. Zhang, Z.-Z. Yu, Kirigami-inspired highly stretchable, conductive, and hierarchical Ti3C2Tx MXene films for efficient electromagnetic interference shielding and pressure sensing. ACS Nano 15(4), 7668–7681 (2021). https://doi.org/10.1021/acsnano.1c01277
- W. Xiao, Y. Chen, G. Pan, J. Yan, J. Zhang et al., Hydrophobic, hemostatic and durable nanofiber composites with a screw-like surface architecture for multifunctional sensing electronics. Adv. Fiber Mater. 5(6), 2040–2054 (2023). https://doi.org/10.1007/s42765-023-00324-1
- K. Chang, J. Meng, M. Guo, L. Li, T. Liu et al., Flexible and breathable MXene fabrics for highly sensitive human motion monitoring. Chem. Eng. J. 474, 145532 (2023). https://doi.org/10.1016/j.cej.2023.145532
- J. Peng, F. Ge, W. Han, T. Wu, J. Tang et al., MXene-based thermoelectric fabric integrated with temperature and strain sensing for health monitoring. J. Mater. Sci. Technol. 212, 272–280 (2025). https://doi.org/10.1016/j.jmst.2024.06.011
- X. Zheng, Y. Wang, W. Nie, Z. Wang, Q. Hu et al., Elastic polyaniline nanoarrays/MXene textiles for all-solid-state supercapacitors and anisotropic strain sensors. Compos. Part A Appl. Sci. Manuf. 158, 106985 (2022). https://doi.org/10.1016/j.compositesa.2022.106985
- H. Wei, W. Li, K. Bachagha, Review on design strategies and applications of flexible cellulose-carbon nanotube functional composites. Carbohydr. Polym. 321, 121306 (2023). https://doi.org/10.1016/j.carbpol.2023.121306
- G. Chen, Z. Yuan, Y. Wei, X. Fu, K. Jiang, Electron beam interaction with carbon nanotubes in scanning electron microscope: mechanisms and applications. Adv. Funct. Mater. 34(39), 2404682 (2024). https://doi.org/10.1002/adfm.202404682
- Z. He, C. Zhang, Z. Zhu, Y. Yu, C. Zheng et al., Advances in carbon nanotubes and carbon coatings as conductive networks in silicon-based anodes. Adv. Funct. Mater. 34(48), 2408285 (2024). https://doi.org/10.1002/adfm.202408285
- J.-M. Choi, J. Han, J. Yoon, S. Kim, I. Jeon et al., Overview and outlook on graphene and carbon nanotubes in perovskite photovoltaics from single-junction to tandem applications. Adv. Funct. Mater. 32(42), 2204594 (2022). https://doi.org/10.1002/adfm.202204594
- J. Xu, Z. Xiao, C. Jia, Y. Wei, Y. Sun et al., Progress in the fabrication of high-purity semiconducting carbon nanotube arrays. J. Mater. Chem. C 13(9), 4304–4326 (2025). https://doi.org/10.1039/d4tc04571h
- R. Wang, L. Sun, X. Zhu, W. Ge, H. Li et al., Carbon nanotube-based strain sensors: structures, fabrication, and applications. Adv. Mater. Technol. 8, 2200855 (2023). https://doi.org/10.1002/admt.202200855
- X. Feng, S. Hu, J. Yu, Z. Guo, R. Wang et al., Synergistic creation of highly stable strain-insensitive pressure sensors by in-plane strain modulation and quasi-homogenous interfacial design. J. Mater. Sci. Technol. 159, 72–80 (2023). https://doi.org/10.1016/j.jmst.2023.02.047
- D. Lv, Z. Tang, Y. Wang, J. Xu, Y. Wu et al., Soft and highly adhesive wearable electronics for hand reconstruction based on PMUT and PPA-CNTs strain sensors. Adv. Funct. Mater. 35(51), e10611 (2025). https://doi.org/10.1002/adfm.202510611
- W. Zhao, V.D. Trung, H. Li, J. Natsuki, J. Tan et al., Enhanced functionalization of nonwoven fabric by spray coating AgNPs/CNTs solution prepared by a one-step method. Chem. Eng. J. 494, 153101 (2024). https://doi.org/10.1016/j.cej.2024.153101
- W. Chen, M. Cai, J. Wu, H. Ma, W. Liu et al., Highly conductive, durable, washable, and scalable composite yarn for multifunctional wearable electronic applications. Compos. Sci. Technol. 241, 110115 (2023). https://doi.org/10.1016/j.compscitech.2023.110115
- X. Li, T. Lv, K. Dong, J. Yang, W. Tang et al., Reconstruction of cobalt atoms in ZIF-67 and in-situ growth of carbon nanotubes at low temperature for high-performance strain sensors. Chem. Eng. J. 505, 159475 (2025). https://doi.org/10.1016/j.cej.2025.159475
- H. Sun, X. Fang, Z. Fang, L. Zhao, B. Tian et al., An ultrasensitive and stretchable strain sensor based on a microcrack structure for motion monitoring. Microsyst. Nanoeng. 8, 111 (2022). https://doi.org/10.1038/s41378-022-00419-6
- Z.-H. Tang, S.-S. Xue, D.-Y. Wang, P. Huang, Y.-Q. Li et al., 3D printing of soft and porous composite pressure sensor with monotonic and positive resistance response. Compos. Sci. Technol. 241, 110126 (2023). https://doi.org/10.1016/j.compscitech.2023.110126
- L. Li, J. Deng, P. Kong, W. Zou, Z. Du et al., Highly sensitive porous PDMS-based piezoresistive sensors prepared by assembling CNTs in HIPE template. Compos. Sci. Technol. 248, 110459 (2024). https://doi.org/10.1016/j.compscitech.2024.110459
- X. Zhang, K. Wu, G. Zhao, H. Deng, Q. Fu, The preparation of high performance multi-functional porous sponge through a biomimic coating strategy based on polyurethane dendritic colloids. Chem. Eng. J. 438, 135659 (2022). https://doi.org/10.1016/j.cej.2022.135659
- X. Zhao, H. Guo, P. Ding, W. Zhai, C. Liu et al., Hollow-porous fiber-shaped strain sensor with multiple wrinkle-crack microstructure for strain visualization and wind monitoring. Nano Energy 108, 108197 (2023). https://doi.org/10.1016/j.nanoen.2023.108197
- R. Zhang, X. Shen, D. Lou, C. Dong, Q. Liu et al., A high-performance flexible force sensitive conductive composite with programmed digital crack by femtosecond laser etching. Chem. Eng. J. 513, 163029 (2025). https://doi.org/10.1016/j.cej.2025.163029
- S.-H. Cho, T. Lim, H.-J. Lee, S.-Y. Kim, J.W. Suk, Multifunctional wrinkled nacreous all-carbon films for high-performance stretchable strain sensors and supercapacitors. J. Mater. Chem. A 12(39), 26718–26727 (2024). https://doi.org/10.1039/d4ta02279c
- Y. Lv, Z. Chu, D. Huang, X. Fan, W. Zhang, Labyrinthine wrinkle-patterned fiber sensors based on a 3D stress complementary strategy for machine learning-enabled medical monitoring and action recognition. Small 21(5), 2407390 (2025). https://doi.org/10.1002/smll.202407390
- L. Gao, J. Yang, Y. Zhao, X. Zhao, K. Zhou et al., Multilayer bionic tunable strain sensor with mutually non-interfering conductive networks for machine learning-assisted gesture recognition. Adv. Funct. Mater. 35(11), 2416911 (2025). https://doi.org/10.1002/adfm.202416911
- R. Eivazzadeh-Keihan, E. Bahojb Noruzi, E. Chidar, M. Jafari, F. Davoodi et al., Applications of carbon-based conductive nanomaterials in biosensors. Chem. Eng. J. 442, 136183 (2022). https://doi.org/10.1016/j.cej.2022.136183
- F. Lian, B. Xing, From bulk to nano: formation, features, and functions of nano-black carbon in biogeochemical processes. Environ. Sci. Technol. 58(36), 15910–15925 (2024). https://doi.org/10.1021/acs.est.4c07027
- G.H. Nalon, R.F. Santos, G.E.S. de Lima, I.K.R. Andrade, L.G. Pedroti et al., Recycling waste materials to produce self-sensing concretes for smart and sustainable structures: a review. Constr. Build. Mater. 325, 126658 (2022). https://doi.org/10.1016/j.conbuildmat.2022.126658
- A. Dogra, S. Hazim, A. Goyal, A. Bhatia, S. Sharma, Developing embeddable self-sensing cementitious composite sensor incorporating carbon based materials for smart structural health monitoring. J. Build. Eng. 111, 113278 (2025). https://doi.org/10.1016/j.jobe.2025.113278
- S. Guo, X. Cai, C. Li, J. Yao, Z. Tian et al., Planetary centrifugal mixing for robust, ultrahighly sensitive sensors with positive piezoresistive effect across an exceptionally broad pressure range based on polyurethane/carbon black composite foam. Chem. Eng. J. 483, 149354 (2024). https://doi.org/10.1016/j.cej.2024.149354
- Y. Zhai, Y. Yu, K. Zhou, Z. Yun, W. Huang et al., Flexible and wearable carbon black/thermoplastic polyurethane foam with a pinnate-veined aligned porous structure for multifunctional piezoresistive sensors. Chem. Eng. J. 382, 122985 (2020). https://doi.org/10.1016/j.cej.2019.122985
- Y. Zhao, M. Ren, Y. Shang, J. Li, S. Wang et al., Ultra-sensitive and durable strain sensor with sandwich structure and excellent anti-interference ability for wearable electronic skins. Compos. Sci. Technol. 200, 108448 (2020). https://doi.org/10.1016/j.compscitech.2020.108448
- H. Yang, L.H. Gong, Z. Zheng, X.F. Yao, Highly stretchable and sensitive conductive rubber composites with tunable piezoresistivity for motion detection and flexible electrodes. Carbon 158, 893–903 (2020). https://doi.org/10.1016/j.carbon.2019.11.079
- Q. Yu, J. Pan, Z. Jiang, Z. Guo, J. Jiang, Stretchable multimodal textile sensor based on core-sheath CB/PDMS/MXene sensing yarn for efficiently distinguishing mechanical stimulus. Chem. Eng. J. 493, 152462 (2024). https://doi.org/10.1016/j.cej.2024.152462
- H. Li, J. Cao, R. Wan, V.R. Feig, C.M. Tringides et al., PEDOTs-based conductive hydrogels: design, fabrications, and applications. Adv. Mater. 37(7), 2415151 (2025). https://doi.org/10.1002/adma.202415151
- T. Sun, Q. Nian, X. Ren, Z. Tao, Hydrogen-bond chemistry in rechargeable batteries. Joule 7(12), 2700–2731 (2023). https://doi.org/10.1016/j.joule.2023.10.010
- Q. Meng, K. Cai, Y. Chen, L. Chen, Research progress on conducting polymer based supercapacitor electrode materials. Nano Energy 36, 268–285 (2017). https://doi.org/10.1016/j.nanoen.2017.04.040
- Y. Li, X. Zhou, B. Sarkar, N. Gagnon-Lafrenais, F. Cicoira, Recent progress on self-healable conducting polymers. Adv. Mater. 34(24), 2108932 (2022). https://doi.org/10.1002/adma.202108932
- T. Nezakati, A. Seifalian, A. Tan, A.M. Seifalian, Conductive polymers: opportunities and challenges in biomedical applications. Chem. Rev. 118(14), 6766–6843 (2018). https://doi.org/10.1021/acs.chemrev.6b00275
- F. Zhang, Y. Feng, W. Feng, Three-dimensional interconnected networks for thermally conductive polymer composites: design, preparation, properties, and mechanisms. Mater. Sci. Eng. R. Rep. 142, 100580 (2020). https://doi.org/10.1016/j.mser.2020.100580
- L.V. Kayser, D.J. Lipomi, Stretchable conductive polymers and composites based on PEDOT and PEDOT: PSS. Adv. Mater. 31(10), 1806133 (2019). https://doi.org/10.1002/adma.201806133
- M.N. Gueye, A. Carella, J. Faure-Vincent, R. Demadrille, J.-P. Simonato, Progress in understanding structure and transport properties of PEDOT-based materials: a critical review. Prog. Mater. Sci. 108, 100616 (2020). https://doi.org/10.1016/j.pmatsci.2019.100616
- Y. Li, Y. Pang, L. Wang, Q. Li, B. Liu et al., Boosting the performance of PEDOT: PSS based electronics via ionic liquids. Adv. Mater. 36(13), 2310973 (2024). https://doi.org/10.1002/adma.202310973
- H. Karimi-Maleh, Y. Orooji, F. Karimi, M. Alizadeh, M. Baghayeri et al., A critical review on the use of potentiometric based biosensors for biomarkers detection. Biosens. Bioelectron. 184, 113252 (2021). https://doi.org/10.1016/j.bios.2021.113252
- X. He, J. Gu, Y. Hao, M. Zheng, L. Wang et al., Continuous manufacture of stretchable and integratable thermoelectric nanofiber yarn for human body energy harvesting and self-powered motion detection. Chem. Eng. J. 450, 137937 (2022). https://doi.org/10.1016/j.cej.2022.137937
- Y. Cui, X. He, W. Liu, S. Zhu, M. Zhou et al., Highly stretchable, sensitive, and multifunctional thermoelectric fabric for synergistic-sensing systems of human signal monitoring. Adv. Fiber Mater. 6(1), 170–180 (2024). https://doi.org/10.1007/s42765-023-00339-8
- H.S. Jo, C.-W. Park, S. An, A. Aldalbahi, M. El-Newehy et al., Wearable multifunctional soft sensor and contactless 3D scanner using supersonically sprayed silver nanowires, carbon nanotubes, zinc oxide, and PEDOT: PSS. NPG Asia Mater. 14, 23 (2022). https://doi.org/10.1038/s41427-022-00370-y
- J.H. Lim, M.J. Kim, H.G. Yoon, S.W. Kim, Highly sensitive and long-term stretchable eutectic nanogel conductor with conducting interpenetrating nanogel networks for monitoring human motions. Compos. Part B Eng. 247, 110299 (2022). https://doi.org/10.1016/j.compositesb.2022.110299
- Q. Wang, X. Pan, C. Lin, D. Lin, Y. Ni et al., Biocompatible, self-wrinkled, antifreezing and stretchable hydrogel-based wearable sensor with PEDOT: sulfonated lignin as conductive materials. Chem. Eng. J. 370, 1039–1047 (2019). https://doi.org/10.1016/j.cej.2019.03.287
- Y. Wang, S. Zeng, S. Shi, Y. Jiang, Z. Du et al., Hybrid assembly of conducting nanofiber network for ultra-stretchable and highly sensitive conductive hydrogels. J. Mater. Sci. Technol. 169, 1–10 (2024). https://doi.org/10.1016/j.jmst.2023.05.064
- X.-Y. Cheng, S.-Q. Peng, L.-X. Wu, Q.-F. Sun, 3D-printed stretchable sensor based on double network PHI/PEDOT: PSS hydrogel annealed with cosolvent of H2O and DMSO. Chem. Eng. J. 470, 144058 (2023). https://doi.org/10.1016/j.cej.2023.144058
- Z. Li, K. Zheng, Q. Wang, Q. Li, W. Zhao et al., Screen-printing of carbons/conductive polymer composite inks for smart glove with high-performance textile sensors. ACS Appl. Mater. Interfaces 17(21), 31511–31521 (2025). https://doi.org/10.1021/acsami.5c06035
- Y. Tian, M. Huang, Y. Wang, Y. Zheng, R. Yin et al., Ultra-stretchable, sensitive and breathable electronic skin based on TPU electrospinning fibrous membrane with microcrack structure for human motion monitoring and self-powered application. Chem. Eng. J. 480, 147899 (2024). https://doi.org/10.1016/j.cej.2023.147899
- X. Peng, W. Wang, W. Yang, J. Chen, Q. Peng et al., Stretchable, compressible, and conductive hydrogel for sensitive wearable soft sensors. J. Colloid Interface Sci. 618, 111–120 (2022). https://doi.org/10.1016/j.jcis.2022.03.037
- Z. Shen, Z. Zhang, N. Zhang, J. Li, P. Zhou et al., High-stretchability, ultralow-hysteresis ConductingPolymer hydrogel strain sensors for soft machines. Adv. Mater. 34(32), 2203650 (2022). https://doi.org/10.1002/adma.202203650
- T. Sun, Y. Liang, N. Ning, H. Wu, M. Tian, Strain-insensitive stretchable conductive fiber based on helical core with double-network hydrogel. Adv. Fiber Mater. 7(3), 882–893 (2025). https://doi.org/10.1007/s42765-025-00530-z
- E. Dauzon, Y. Lin, H. Faber, E. Yengel, X. Sallenave et al., Stretchable and transparent conductive PEDOT: PSS-based electrodes for organic photovoltaics and strain sensors applications. Adv. Funct. Mater. 30(28), 2001251 (2020). https://doi.org/10.1002/adfm.202001251
- L.-W. Lo, J. Zhao, H. Wan, Y. Wang, S. Chakrabartty et al., A soft sponge sensor for multimodal sensing and distinguishing of pressure, strain, and temperature. ACS Appl. Mater. Interfaces 14(7), 9570–9578 (2022). https://doi.org/10.1021/acsami.1c21003
- N. Chen, W. Wei, N. Ning, H. Wu, M. Tian, All-polymeric stretchable conductive fiber with versatile intelligent wearable applications via microfluidic spinning technology. Chem. Eng. J. 487, 150741 (2024). https://doi.org/10.1016/j.cej.2024.150741
- G. He, F. Ning, X. Liu, Y. Meng, Z. Lei et al., High-performance and long-term stability of MXene/PEDOT: PSS-decorated cotton yarn for wearable electronics applications. Adv. Fiber Mater. 6(2), 367–386 (2024). https://doi.org/10.1007/s42765-023-00348-7
- J. Liu, C. Wang, L. Zhang, S. Fu, Dual-mode strain sensor based on porous MXene/TPU fiber and mechanochromic photonic crystal for human motion detection. J. Colloid Interface Sci. 697, 137959 (2025). https://doi.org/10.1016/j.jcis.2025.137959
- J.-S. Noh, Conductive elastomers for stretchable electronics, sensors and energy harvesters. Polymers 8(4), 123 (2016). https://doi.org/10.3390/polym8040123
- L. Han, H. Zhang, H.-Y. Yu, Z. Ouyang, J. Yao et al., Highly sensitive self-healable strain biosensors based on robust transparent conductive nanocellulose nanocomposites: relationship between percolated network and sensing mechanism. Biosens. Bioelectron. 191, 113467 (2021). https://doi.org/10.1016/j.bios.2021.113467
- M. Song, H. Yu, J. Zhu, Z. Ouyang, S.Y.H. Abdalkarim et al., Constructing stimuli-free self-healing, robust and ultrasensitive biocompatible hydrogel sensors with conductive cellulose nanocrystals. Chem. Eng. J. 398, 125547 (2020). https://doi.org/10.1016/j.cej.2020.125547
- K. Chang, L. Li, C. Zhang, P. Ma, W. Dong et al., Compressible and robust PANI sponge anchored with erected MXene flakes for human motion detection. Compos. Part A Appl. Sci. Manuf. 151, 106671 (2021). https://doi.org/10.1016/j.compositesa.2021.106671
- L. Li, X. Bao, J. Meng, C. Zhang, T. Liu, Sponge-hosting polyaniline array microstructures for piezoresistive sensors with a wide detection range and high sensitivity. ACS Appl. Mater. Interfaces 14(26), 30228–30235 (2022). https://doi.org/10.1021/acsami.2c07404
- J. Duan, X. Liang, J. Guo, K. Zhu, L. Zhang, Ultra-stretchable and force-sensitive hydrogels reinforced with chitosan microspheres embedded in polymer networks. Adv. Mater. 28(36), 8037–8044 (2016). https://doi.org/10.1002/adma.201602126
- W. Zhai, X. Li, Q. Xia, P. Zhan, J. Xu et al., Multi-functional and flexible helical fiber sensor for micro-deformation detection, temperature sensing and ammonia gas monitoring. Compos. Part B Eng. 211, 108621 (2021). https://doi.org/10.1016/j.compositesb.2021.108621
- P. Zhan, W. Zhai, W. Wei, P. Ding, G. Zheng et al., Stretchable strain sensor with high sensitivity, large workable range and excellent breathability for wearable electronic skins. Compos. Sci. Technol. 229, 109720 (2022). https://doi.org/10.1016/j.compscitech.2022.109720
- X. Bao, J. Meng, Z. Tan, C. Zhang, L. Li et al., Direct-ink-write 3D printing of highly-stretchable polyaniline gel with hierarchical conducting network for customized wearable strain sensors. Chem. Eng. J. 491, 151918 (2024). https://doi.org/10.1016/j.cej.2024.151918
- M. Yue, Y. Wang, H. Guo, C. Zhang, T. Liu, 3D reactive printing of polyaniline hybrid hydrogel microlattices with large stretchability and high fatigue resistance for wearable pressure sensors. Compos. Sci. Technol. 220, 109263 (2022). https://doi.org/10.1016/j.compscitech.2022.109263
- P. Costa, J. Oliveira, L. Horta-Romarís, M.-J. Abad, J.A. Moreira et al., Piezoresistive polymer blends for electromechanical sensor applications. Compos. Sci. Technol. 168, 353–362 (2018). https://doi.org/10.1016/j.compscitech.2018.10.022
- X. Yu, H. Zhang, Y. Wang, X. Fan, Z. Li et al., Highly stretchable, ultra-soft, and fast self-healable conductive hydrogels based on polyaniline nanops for sensitive flexible sensors. Adv. Funct. Mater. 32(33), 2204366 (2022). https://doi.org/10.1002/adfm.202204366
- L. Han, Y. Li, C. Chen, L. Liu, Z. Lu, Multifunctional enhanced energy density of flexible wide-temperature supercapacitors based on MXene/PANI conductive hydrogel. Chem. Eng. J. 485, 149951 (2024). https://doi.org/10.1016/j.cej.2024.149951
- X. Hong, W. Sun, S. Zhang, Z. Tang, M. Zhou et al., Washable and multifunctional electronic textiles via in situ lamination for personal health care. Adv. Fiber Mater. 6(2), 458–472 (2024). https://doi.org/10.1007/s42765-023-00368-3
- X. Wang, Y. Ouyang, X. Liu, M. Hou, M. Zheng, A novel bio-inspired multi-functional collagen aggregate based flexible sensor with multi-layer and internal 3D network structure. Chem. Eng. J. 392, 123672 (2020). https://doi.org/10.1016/j.cej.2019.123672
- S. Zheng, X. Wu, Y. Huang, Z. Xu, W. Yang et al., Multifunctional and highly sensitive piezoresistive sensing textile based on a hierarchical architecture. Compos. Sci. Technol. 197, 108255 (2020). https://doi.org/10.1016/j.compscitech.2020.108255
- M. Zhu, T. Yang, L. Wang, M. Xiong, W. He et al., Superstretchable electrode based on hierarchical assembly of triblock copolymer fiber membrane. Chem. Eng. J. 430, 132911 (2022). https://doi.org/10.1016/j.cej.2021.132911
- Q. Yan, M. Zhou, H. Fu, Study on mussel-inspired tough TA/PANI@CNCs nanocomposite hydrogels with superior self-healing and self-adhesive properties for strain sensors. Compos. Part B Eng. 201, 108356 (2020). https://doi.org/10.1016/j.compositesb.2020.108356
- K. Cheng, L. Zou, B. Chang, X. Liu, H. Shi et al., Mechanically robust and conductive poly(acrylamide) nanocomposite hydrogel by the synergistic effect of vinyl hybrid silica nanop and polypyrrole for human motion sensing. Adv. Compos. Hybrid Mater. 5(4), 2834–2846 (2022). https://doi.org/10.1007/s42114-022-00465-8
- Z. Hanif, D. Shin, D. Choi, S.J. Park, Development of a vapor phase polymerization method using a wet-on-wet process to coat polypyrrole on never-dried nanocellulose crystals for fabrication of compression strain sensor. Chem. Eng. J. 381, 122700 (2020). https://doi.org/10.1016/j.cej.2019.122700
- H. Zheng, M. Chen, Y. Sun, B. Zuo, Self-healing, wet-adhesion silk fibroin conductive hydrogel as a wearable strain sensor for underwater applications. Chem. Eng. J. 446, 136931 (2022). https://doi.org/10.1016/j.cej.2022.136931
- J. Wang, K. Yan, X. Li, Y. Zong, Q. Xu et al., Hollow polyaniline microspheres decorated fabric sensor with electromagnetic wave-absorbing and multimodal sensing toward human–machine interaction. Adv. Funct. Mater. 35(13), 2418071 (2025). https://doi.org/10.1002/adfm.202418071
- Z. Gao, C. Wang, Y. Dong, J. Yao, Q. Mi et al., Freeze polymerization to modulate transverse-longitudinal polypyrrole growth on robust cellulose composite fibers for multi-scenario signal monitoring. Chem. Eng. J. 485, 149785 (2024). https://doi.org/10.1016/j.cej.2024.149785
- C. Liu, X. Wang, H.J. Zhang, X. You, O. Yue, Self-healable, high-strength hydrogel electrode for flexible sensors and supercapacitors. ACS Appl. Mater. Interfaces 13(30), 36240–36252 (2021). https://doi.org/10.1021/acsami.1c03335
- L. Chen, S. Chen, J. Li, C. Hu, M. Zhu et al., Ultralight and high sensitive CA/TPU/PPy nanofiber aerogels with coaxial conductive structure for wearable piezoresistive sensors. Compos. Sci. Technol. 262, 111062 (2025). https://doi.org/10.1016/j.compscitech.2025.111062
- S. Ruan, M. Jiang, S. Li, Q. Mi, Y. Dong et al., Freezing-trapped thermally-driven self-assembly strategy for 3D biphasic architecture electronic skin enabling diverse-signal sensing. Chem. Eng. J. 520, 166376 (2025). https://doi.org/10.1016/j.cej.2025.166376
- H. Bellanger, T. Darmanin, E. Taffin de Givenchy, F. Guittard, Chemical and physical pathways for the preparation of superoleophobic surfaces and related wetting theories. Chem. Rev. 114(5), 2694–2716 (2014). https://doi.org/10.1021/cr400169m
- R. Wang, Z. Yin, X. Han, Y. Zhang, S. Zhang et al., Ultra-durable ZIF-7 superhydrophobic coating for long-term corrosion protection in aircraft nacelles lips. Chem. Eng. J. 518, 164644 (2025). https://doi.org/10.1016/j.cej.2025.164644
- G. Huang, A.R. Yengannagari, K. Matsumori, P. Patel, A. Datla et al., Radiative cooling and indoor light management enabled by a transparent and self-cleaning polymer-based metamaterial. Nat. Commun. 15, 3798 (2024). https://doi.org/10.1038/s41467-024-48150-2
- X. Han, Z. Yin, Y. Yang, H. Yang, J. Xu et al., Bionic design of multifunctional superhydrophobic fiber-based nonwoven fabric inspired by Salvinia natans for efficient photothermal oil-water separation and micro plastic extraction on aero-engine filters. Chem. Eng. J. 524, 169770 (2025). https://doi.org/10.1016/j.cej.2025.169770
- Q. He, Y. Xu, F. Zhang, Y. Jia, Z. Du et al., Preparation methods and research progress of super-hydrophobic anti-icing surface. Adv. Colloid Interface Sci. 323, 103069 (2024). https://doi.org/10.1016/j.cis.2023.103069
- Z. Hu, F. Chu, H. Shan, X. Wu, Z. Dong et al., Understanding and utilizing droplet impact on superhydrophobic surfaces: phenomena, mechanisms, regulations, applications, and beyond. Adv. Mater. 36(11), e2310177 (2024). https://doi.org/10.1002/adma.202310177
- J.B. Boreyko, C.H. Baker, C.R. Poley, C.-H. Chen, Wetting and dewetting transitions on hierarchical superhydrophobic surfaces. Langmuir 27(12), 7502–7509 (2011). https://doi.org/10.1021/la201587u
- H. Teisala, H.-J. Butt, Hierarchical structures for superhydrophobic and superoleophobic surfaces. Langmuir 35(33), 10689–10703 (2019). https://doi.org/10.1021/acs.langmuir.8b03088
- Z. Ren, S. Niu, A. Lv, X. Liu, W. Mu et al., Bioinspired photothermal superhydrophobic metamaterial with structured micro-nano crystal arrays for anti-/de-icing. Adv. Mater. 38(6), e16655 (2026). https://doi.org/10.1002/adma.202516655
- K. Li, X. Deng, W. Liu, H. Li, M. Zhao et al., Surface energy-confined multi-layer inkjet printing for customizable optical microstructures. Adv. Mater. 37(50), e09818 (2025). https://doi.org/10.1002/adma.202509818
- A. Giacomello, M. China
References
Y. Yu, X. Liao, W. Feng, Recent development of elastomer-based smart sensing materials and structures. Adv. Compos. Hybrid Mater. 8(1), 138 (2025). https://doi.org/10.1007/s42114-024-01168-y
J. Qiu, S. Liu, Y. Guo, L. Yang, K. Jiang, Anisotropic flexible pressure/strain sensors: recent advances, fabrication techniques, and future prospects. Chem. Eng. J. 504, 158799 (2025). https://doi.org/10.1016/j.cej.2024.158799
J.-H. Lee, K. Cho, J.-K. Kim, Age of flexible electronics: emerging trends in soft multifunctional sensors. Adv. Mater. 36(16), 2310505 (2024). https://doi.org/10.1002/adma.202310505
N. Brasier, J. Wang, W. Gao, J.R. Sempionatto, C. Dincer et al., Applied body-fluid analysis by wearable devices. Nature 636(8041), 57–68 (2024). https://doi.org/10.1038/s41586-024-08249-4
K. Meng, X. Xiao, W. Wei, G. Chen, A. Nashalian et al., Wearable pressure sensors for pulse wave monitoring. Adv. Mater. 34(21), 2109357 (2022). https://doi.org/10.1002/adma.202109357
Y. Wang, Y. Yue, F. Cheng, Y. Cheng, B. Ge et al., Ti3C2Tx MXene-based flexible piezoresistive physical sensors. ACS Nano 16(2), 1734–1758 (2022). https://doi.org/10.1021/acsnano.1c09925
F. Zhong, W. Hu, P. Zhu, H. Wang, C. Ma et al., Piezoresistive design for electronic skin: from fundamental to emerging applications. Opto-Electron. Adv. 5(8), 210029 (2022). https://doi.org/10.29026/oea.2022.210029
A.J. Bandodkar, J. Wang, Non-invasive wearable electrochemical sensors: a review. Trends Biotechnol. 32(7), 363–371 (2014). https://doi.org/10.1016/j.tibtech.2014.04.005
J. Min, J. Tu, C. Xu, H. Lukas, S. Shin et al., Skin-interfaced wearable sweat sensors for precision medicine. Chem. Rev. 123(8), 5049–5138 (2023). https://doi.org/10.1021/acs.chemrev.2c00823
X. Wang, Z. Liu, T. Zhang, Flexible sensing electronics for wearable/attachable health monitoring. Small 13(25), 1602790 (2017). https://doi.org/10.1002/smll.201602790
Y. Ma, Y. Lu, Y. Yue, S. He, S. Jiang et al., Nanocellulose-mediated bilayer hydrogel actuators with thermo-responsive, shape memory and self-sensing performances. Carbohydr. Polym. 335, 122067 (2024). https://doi.org/10.1016/j.carbpol.2024.122067
Y. Zheng, H. Liu, L. Yan, H. Yang, L. Dai et al., Lignin-based encapsulation of liquid metal ps for flexible and high-efficiently recyclable electronics. Adv. Funct. Mater. 34(7), 2310653 (2024). https://doi.org/10.1002/adfm.202310653
G. Korotcenkov, N.P. Simonenko, E.P. Simonenko, V.V. Sysoev, V. Brinzari, Paper-based humidity sensors as promising flexible devices, state of the art, Part 2: humidity-sensor performances. Nanomaterials 13(8), 1381 (2023). https://doi.org/10.3390/nano13081381
X. Zhou, H. Zang, Y. Guan, S. Li, M. Liu, Superhydrophobic flexible strain sensors constructed using nanomaterials: their fabrications and sustainable applications. Nanomaterials 13(19), 2639 (2023). https://doi.org/10.3390/nano13192639
J. Ma, Z. Pan, W. Zhang, Q. Fan, W. Li et al., High-sensitivity microchannel-structured collagen fiber-based sensors with antibacterial and hydrophobic properties. ACS Sustain. Chem. Eng. 10(50), 16814–16824 (2022). https://doi.org/10.1021/acssuschemeng.2c05292
C. Zhang, X. Zhang, H. Shen, D. Shuai, X. Xiong et al., Superior self-cleaning surfaces via the synergy of superhydrophobicity and photocatalytic activity: principles, synthesis, properties, and applications. J. Clean. Prod. 428, 139430 (2023). https://doi.org/10.1016/j.jclepro.2023.139430
L. Mérai, Á. Deák, I. Dékány, L. Janovák, Fundamentals and utilization of solid/liquid phase boundary interactions on functional surfaces. Adv. Colloid Interface Sci. 303, 102657 (2022). https://doi.org/10.1016/j.cis.2022.102657
Y. Wu, J. Du, G. Liu, D. Ma, F. Jia et al., A review of self-cleaning technology to reduce dust and ice accumulation in photovoltaic power generation using superhydrophobic coating. Renew. Energy 185, 1034–1061 (2022). https://doi.org/10.1016/j.renene.2021.12.123
D. Xia, L.M. Johnson, G.P. López, Anisotropic wetting surfaces with one-dimesional and directional structures: fabrication approaches, wetting properties and potential applications. Adv. Mater. 24(10), 1287–1302 (2012). https://doi.org/10.1002/adma.201104618
S. Zhan, Y. Pan, Z.F. Gao, X. Lou, F. Xia, Biological and chemical sensing applications based on special wettable surfaces. TrAC Trends Anal. Chem. 108, 183–194 (2018). https://doi.org/10.1016/j.trac.2018.09.001
Q. Jin, Z. Liu, X. Ouyang, Y. Liu, X. Wang, Superhydrophobic MXene-CNT bridge strain sensors with wide linear-range via strain-isolation and crack-synergy effects. Chem. Eng. J. 488, 150796 (2024). https://doi.org/10.1016/j.cej.2024.150796
S. Wu, M. Zou, X. Shi, Y. Yuan, W. Bai et al., Hydrophobic, structure-tunable Cu nanowire@graphene core–shell aerogels for piezoresistive pressure sensing. Adv. Mater. Technol. 4(10), 1900470 (2019). https://doi.org/10.1002/admt.201900470
L.-C. Jia, C.-G. Zhou, K. Dai, D.-X. Yan, Z.-M. Li, Facile fabrication of highly durable superhydrophobic strain sensors for subtle human motion detection. J. Mater. Sci. Technol. 110, 35–42 (2022). https://doi.org/10.1016/j.jmst.2021.08.081
Z. Dai, S. Ding, M. Lei, S. Li, Y. Xu et al., A superhydrophobic and anti-corrosion strain sensor for robust underwater applications. J. Mater. Chem. A 9(27), 15282–15293 (2021). https://doi.org/10.1039/D1TA04259A
T. Darmanin, F. Guittard, Recent advances in the potential applications of bioinspired superhydrophobic materials. J. Mater. Chem. A 2(39), 16319–16359 (2014). https://doi.org/10.1039/c4ta02071e
Y.-R. Ding, R. Liu, Y. Zheng, X. Wang, Y. Yu, Fabrication of a superhydrophobic conductive porous film with water-resistance for wearable sensors. ACS Appl. Electron. Mater. 5(1), 440–450 (2023). https://doi.org/10.1021/acsaelm.2c01452
K. Liu, C. Yang, L. Song, Y. Wang, Q. Wei et al., Highly stretchable, superhydrophobic and wearable strain sensors based on the laser-irradiated PDMS/CNT composite. Compos. Sci. Technol. 218, 109148 (2022). https://doi.org/10.1016/j.compscitech.2021.109148
L. Wang, H. Wang, X.-W. Huang, X. Song, M. Hu et al., Superhydrophobic and superelastic conductive rubber composite for wearable strain sensors with ultrahigh sensitivity and excellent anti-corrosion property. J. Mater. Chem. A 6(47), 24523–24533 (2018). https://doi.org/10.1039/c8ta07847e
Y. Wang, W. Cai, Y. Zhang, J. Ji, H. Zheng et al., Superhydrophobic wearable sensor: fabrication, application, and perspective. Discover Nano 19(1), 176 (2024). https://doi.org/10.1186/s11671-024-04138-x
L. Xu, W. Wang, L. Zhang, D. Wang, A. Zhang, Ultrasensitive and recyclable multifunctional superhydrophobic sensor membrane for underwater applications, weather monitoring, and wastewater treatment. ACS Appl. Mater. Interfaces 14(18), 21623–21635 (2022). https://doi.org/10.1021/acsami.2c01345
Z. Dai, M. Lei, S. Ding, Q. Zhou, B. Ji et al., Durable superhydrophobic surface in wearable sensors: from nature to application. Exploration 4(2), 20230046 (2024). https://doi.org/10.1002/EXP.20230046
M. Yang, J. Wen, J. Han, T. Zheng, X. Li et al., Superhydrophobic, multifunctional, and mechanically durable carbon aerogel composites for high-performance underwater piezoresistive sensing. ACS Appl. Mater. Interfaces 16(46), 64101–64112 (2024). https://doi.org/10.1021/acsami.4c16924
W. Yao, Y. Yan, J. Sun, Z. Zhang, W. Sun et al., Mechanically durable superhydrophobic strain sensors with high biocompatibility and sensing performance for underwater motion monitoring. ACS Appl. Mater. Interfaces 16(5), 6548–6561 (2024). https://doi.org/10.1021/acsami.3c14327
H. Liu, Q. Li, Y. Bu, N. Zhang, C. Wang et al., Stretchable conductive nonwoven fabrics with self-cleaning capability for tunable wearable strain sensor. Nano Energy 66, 104143 (2019). https://doi.org/10.1016/j.nanoen.2019.104143
L. Wang, Y. Chen, L. Lin, H. Wang, X. Huang et al., Highly stretchable, anti-corrosive and wearable strain sensors based on the PDMS/CNTs decorated elastomer nanofiber composite. Chem. Eng. J. 362, 89–98 (2019). https://doi.org/10.1016/j.cej.2019.01.014
L. Lan, L. Wang, C. Wang, H. Zhang, Sandwich-architected hybrid organic crystals with humidity-temperature sensing and cryogenic photothermal actuation. Nano-Micro Lett. 18(1), 160 (2026). https://doi.org/10.1007/s40820-025-01996-7
L. Wang, J. Hu, X. Zhou, M. Liu, Y. Wu et al., Modification-free bionic superhydrophobic laser-induced graphene (LIG) wearable strain sensor with superior anti-icing performance. Chem. Eng. J. 508, 161140 (2025). https://doi.org/10.1016/j.cej.2025.161140
Z. Bai, X. Wang, M. Huang, M. Zheng, Y. Ouyang et al., Versatile nano–micro collagen fiber-based wearable electronics for health monitoring and thermal management. J. Mater. Chem. A 11(2), 726–741 (2023). https://doi.org/10.1039/d2ta08263b
Z. Cao, H. Liu, L. Jiang, Transparent, mechanically robust, and ultrastable ionogels enabled by hydrogen bonding between elastomers and ionic liquids. Mater. Horiz. 7(3), 912–918 (2020). https://doi.org/10.1039/c9mh01699f
W. Liu, X. Wang, S. Xiang, Y. Lian, S. Tao, Stretchable superhydrophobic surfaces: from basic fabrication strategies to applications. Processes 12(1), 124 (2024). https://doi.org/10.3390/pr12010124
W. Ma, Z. Jiang, T. Lu, R. Xiong, C. Huang, Lightweight, elastic and superhydrophobic multifunctional nanofibrous aerogel for self-cleaning, oil/water separation and pressure sensing. Chem. Eng. J. 430, 132989 (2022). https://doi.org/10.1016/j.cej.2021.132989
H. Song, J. Ma, C. Li, Y. Cai, Y. Wang et al., Design of a stable wearable piezoresistive sensor with a laminated pattern for simultaneous anti-wetting and self-power. Chem. Eng. J. 481, 148346 (2024). https://doi.org/10.1016/j.cej.2023.148346
N. Namdari, B. Mohammadian, P. Jafari, R. Mohammadi, H. Sojoudi et al., Advanced functional surfaces through controlled damage and instabilities. Mater. Horiz. 7(2), 366–396 (2020). https://doi.org/10.1039/c9mh01516g
W. Si, Z. Guo, Enhancing the lifespan and durability of superamphiphobic surfaces for potential industrial applications: a review. Adv. Colloid Interface Sci. 310, 102797 (2022). https://doi.org/10.1016/j.cis.2022.102797
D. Qi, K. Zhang, G. Tian, B. Jiang, Y. Huang, Stretchable electronics based on PDMS substrates. Adv. Mater. 33(6), 2003155 (2021). https://doi.org/10.1002/adma.202003155
Y. Lu, M.C. Biswas, Z. Guo, J.-W. Jeon, E.K. Wujcik, Recent developments in bio-monitoring via advanced polymer nanocomposite-based wearable strain sensors. Biosens. Bioelectron. 123, 167–177 (2019). https://doi.org/10.1016/j.bios.2018.08.037
C.I.R. de Oliveira, M.C.G. Rocha, J.T. de Assis, A.L.N. da Silva, Morphological, mechanical, and thermal properties of PP/SEBS/talc composites. J. Thermoplast. Compos. Mater. 35(2), 281–299 (2022). https://doi.org/10.1177/0892705719876678
L. Cao, J. Huang, J. Fan, Z. Gong, C. Xu et al., Nanocellulose-a sustainable and efficient nanofiller for rubber nanocomposites: from reinforcement to smart soft materials. Polym. Rev. 62(3), 549–584 (2022). https://doi.org/10.1080/15583724.2021.2001004
W.-Y. Guo, M.-G. Ma, Conductive nanocomposite hydrogels for flexible wearable sensors. J. Mater. Chem. A 12(16), 9371–9399 (2024). https://doi.org/10.1039/d3ta08069b
X. Zong, N. Zhang, X. Ma, J. Wang, C. Zhang, Polymer-based flexible piezoresistive pressure sensors based on various micro/nanostructures array. Compos. Part A Appl. Sci. Manuf. 190, 108648 (2025). https://doi.org/10.1016/j.compositesa.2024.108648
J. Chen, J. Zheng, Q. Gao, J. Zhang, J. Zhang et al., Polydimethylsiloxane (PDMS)-based flexible resistive strain sensors for wearable applications. Appl. Sci. 8(3), 345 (2018). https://doi.org/10.3390/app8030345
M. Li, S. Chen, B. Fan, B. Wu, X. Guo, Printed flexible strain sensor array for bendable interactive surface. Adv. Funct. Mater. 30(34), 2003214 (2020). https://doi.org/10.1002/adfm.202003214
F. Pan, S.-M. Chen, Y. Li, Z. Tao, J. Ye et al., 3D graphene films enable simultaneously high sensitivity and large stretchability for strain sensors. Adv. Funct. Mater. 28(40), 1803221 (2018). https://doi.org/10.1002/adfm.201803221
T. Raza, M.K. Tufail, A. Ali, A. Boakye, X. Qi et al., Wearable and flexible multifunctional sensor based on laser-induced graphene for the sports monitoring system. ACS Appl. Mater. Interfaces 14(48), 54170–54181 (2022). https://doi.org/10.1021/acsami.2c14847
L. Tang, J. Zhou, D. Zhang, B. Sheng, Laser-induced graphene electrodes on Poly(ether–ether–ketone)/PDMS composite films for flexible strain and humidity sensors. ACS Appl. Nano Mater. 6(19), 17802–17813 (2023). https://doi.org/10.1021/acsanm.3c03026
S. Li, J. Zhang, J. He, W. Liu, Y. Wang et al., Functional PDMS elastomers: bulk composites, surface engineering, and precision fabrication. Adv. Sci. 10(34), 2304506 (2023). https://doi.org/10.1002/advs.202304506
X. Cui, Y. Jiang, Z. Xu, M. Xi, Y. Jiang et al., Stretchable strain sensors with dentate groove structure for enhanced sensing recoverability. Compos. Part B Eng. 211, 108641 (2021). https://doi.org/10.1016/j.compositesb.2021.108641
Y. Peng, J. Dong, J. Sun, Y. Mao, Y. Zhang et al., Multimodal health monitoring via a hierarchical and ultrastretchable all-in-one electronic textile. Nano Energy 110, 108374 (2023). https://doi.org/10.1016/j.nanoen.2023.108374
G.B. Pradhan, S. Jeong, S. Sharma, S. Lim, K. Shrestha et al., A breathable and strain-insensitive multi-layered E-skin patch for digital healthcare wearables. Adv. Funct. Mater. 34(46), 2407978 (2024). https://doi.org/10.1002/adfm.202407978
Y. Song, K. Chen, S. Chen, L. Zhang, Y. Wang et al., Stretchable and adhesive bilayers for electrical interfacing. Mater. Horiz. 12(6), 1981–1991 (2025). https://doi.org/10.1039/d4mh01166j
H. Park, Y.R. Jeong, J. Yun, S.Y. Hong, S. Jin et al., Stretchable array of highly sensitive pressure sensors consisting of polyaniline nanofibers and Au-coated polydimethylsiloxane micropillars. ACS Nano 9(10), 9974–9985 (2015). https://doi.org/10.1021/acsnano.5b03510
D. Pandey, R. Singh, P. Karmakar, S. Das, H. Roy et al., Monolithic MWCNT-hyperelastic elastomer based electronic skin with ultra-high stretchability for human health monitoring. Sens. Actuat. A Phys. 372, 115341 (2024). https://doi.org/10.1016/j.sna.2024.115341
H. Mai, R. Mutlu, C. Tawk, G. Alici, V. Sencadas, Ultra-stretchable MWCNT–Ecoflex piezoresistive sensors for human motion detection applications. Compos. Sci. Technol. 173, 118–124 (2019). https://doi.org/10.1016/j.compscitech.2019.02.001
N.A. Demidenko, A.V. Kuksin, V.V. Molodykh, E.S. Pyankov, L.P. Ichkitidze et al., Flexible strain-sensitive silicone-CNT sensor for human motion detection. Bioengineering 9(1), 36 (2022). https://doi.org/10.3390/bioengineering9010036
J. Yuan, Y. Zhang, G. Li, S. Liu, R. Zhu, Printable and stretchable conductive elastomers for monitoring dynamic strain with high fidelity. Adv. Funct. Mater. 32(34), 2204878 (2022). https://doi.org/10.1002/adfm.202204878
S. Srimongkol, P. Wiroonpochit, K. Utra, R. Sethayospongsa, P. Muthitamongkol et al., Carbon-based conductive rubber composite for 3D printed flexible strain sensors. Polym. Adv. Technol. 34(1), 287–298 (2023). https://doi.org/10.1002/pat.5887
Y. Lin, Q. Yin, J. Wang, H. Jia, G. Yuan et al., Sensitivity enhanced, highly stretchable, and mechanically robust strain sensors based on reduced graphene oxide-aramid nanofibers hybrid fillers. Chem. Eng. J. 443, 136468 (2022). https://doi.org/10.1016/j.cej.2022.136468
Y. Lin, Q. Yin, H. Jia, Q. Ji, J. Wang, Ultrasensitive and highly stretchable bilayer strain sensor based on bandage-assisted woven fabric with reduced graphene oxide and liquid metal. Chem. Eng. J. 487, 150777 (2024). https://doi.org/10.1016/j.cej.2024.150777
X. Xu, S. Wu, J. Cui, L. Yang, K. Wu et al., Highly stretchable and sensitive strain sensor based on polypyrrole coated bacterial cellulose fibrous network for human motion detection. Compos. Part B Eng. 211, 108665 (2021). https://doi.org/10.1016/j.compositesb.2021.108665
Z. Zhan, Y. Yuan, Y. Zhang, X. Tian, J. Sun et al., Stretchable and highly sensitive flexible strain sensor based on a three-layer core–shell structure of polydopamine/polypyrrole@natural rubber for human activity monitoring. Adv. Eng. Mater. 26(7), 2301952 (2024). https://doi.org/10.1002/adem.202301952
K. Rose, A. Steinbüchel, Biodegradation of natural rubber and related compounds: recent insights into a hardly understood catabolic capability of microorganisms. Appl. Environ. Microbiol. 71(6), 2803–2812 (2005). https://doi.org/10.1128/aem.71.6.2803-2812.2005
R. Zhou, Y. Jin, W. Zeng, H. Jin, L. Shi et al., Versatile quasi-solid ionic conductive elastomer inspired by desertification control strategy for soft iontronics. Adv. Funct. Mater. 33(43), 2301921 (2023). https://doi.org/10.1002/adfm.202301921
T. Bai, Y. Wang, K. Zhu, X. Zhang, Y. Mu et al., Multifunctional ultraelastic helical conductive yarn for motion detection and human-machine interaction. Chem. Eng. J. 498, 155143 (2024). https://doi.org/10.1016/j.cej.2024.155143
Q. Guo, W. Pang, X. Xie, Y. Xu, W. Yuan, Stretchable, conductive and porous MXene-based multilevel structured fibers for sensitive strain sensing and gas sensing. J. Mater. Chem. A 10(29), 15634–15646 (2022). https://doi.org/10.1039/d2ta02998g
Y. Kim, K.P. Faseela, S.Y. Yang, K. Kim, H.J. Yu et al., Excellent reversibility of resistive nanocomposite strain sensor composed of silver nanoflowers, polyurethane, and polyester rubber band. Compos. Sci. Technol. 221, 109305 (2022). https://doi.org/10.1016/j.compscitech.2022.109305
H. Lin, H. Wang, Y. Yang, Y. Zhang, L. Li et al., Smart fabrics with liquid metal reinforced PU/CNT/MXene multilayer structures for constructing multifunctional sensors and wearable electronics. J. Mater. Chem. A 12(44), 30872–30884 (2024). https://doi.org/10.1039/d4ta05266h
S. Lee, Y. Lee, C. Park, Y.G. Ro, M.S. Kwak et al., Shape-reconfigurable crack-based strain sensor with ultrahigh and tunable sensitivity. Adv. Funct. Mater. 35(24), 2421812 (2025). https://doi.org/10.1002/adfm.202421812
X. Wang, X. Liu, D.W. Schubert, Highly sensitive ultrathin flexible thermoplastic polyurethane/carbon black fibrous film strain sensor with adjustable scaffold networks. Nano-Micro Lett. 13(1), 64 (2021). https://doi.org/10.1007/s40820-021-00592-9
T. Yang, J. Hu, Z. Yan, M. Edeleva, L. Cardon et al., Facilely fabricated ultrasensitive, high-tensile dual bionic-inspired strain sensor based on AgNWs@CNTs/TPU composites. Chem. Eng. J. 513, 162964 (2025). https://doi.org/10.1016/j.cej.2025.162964
W. Zhao, V.D. Trung, F. Li, Y. Zhang, H. Li et al., Hierarchical synergistic engineering for machine learning-assisted gesture recognition and integrated thermal management. Adv. Fiber Mater. 7(5), 1495–1513 (2025). https://doi.org/10.1007/s42765-025-00565-2
Y. Wang, G. Wang, X. Li, J. Yin, J. Zhu, Research progress of flexible piezoresistive sensors prepared by solution-based processing. Acta Chim. Sin. 80(2), 214 (2022). https://doi.org/10.6023/a21080414
M. Zhang, T. Xu, K. Liu, L. Zhu, C. Miao et al., Modulation and mechanisms of cellulose-based hydrogels for flexible sensors. SusMat 5(1), e255 (2025). https://doi.org/10.1002/sus2.255
Z. Wang, F. Tao, Q. Pan, A self-healable polyvinyl alcohol-based hydrogel electrolyte for smart electrochemical capacitors. J. Mater. Chem. A 4(45), 17732–17739 (2016). https://doi.org/10.1039/c6ta08018a
Q. He, Q. Zhong, Z. Sun, H. Zhang, Z. Zhao et al., Highly stretchable, repeatable, and easy-to-prepare ionogel based on polyvinyl chloride for wearable strain sensors. Nano Energy 113, 108535 (2023). https://doi.org/10.1016/j.nanoen.2023.108535
H. Ding, B. Wang, X. Yang, J. Liu, W. Sang et al., Conductive polyacrylamide/pullulan/ammonium sulfate hydrogels with high toughness, low-hysteresis and tissue-like modulus as flexible strain sensors. Int. J. Biol. Macromol. 291, 139183 (2025). https://doi.org/10.1016/j.ijbiomac.2024.139183
F. Gao, Y. Pang, Y. Wang, X. Yang, W. Song et al., Nanocellulose/selenoglutathione-enhanced antioxidant, elastic, antibacterial, and conductive hydrogels as strain sensors. ACS Sustainable Chem. Eng. 12(36), 13622–13633 (2024). https://doi.org/10.1021/acssuschemeng.4c04986
X. Jing, H. Li, H.-Y. Mi, Y.-J. Liu, P.-Y. Feng et al., Highly transparent, stretchable, and rapid self-healing polyvinyl alcohol/cellulose nanofibril hydrogel sensors for sensitive pressure sensing and human motion detection. Sens. Actuators B Chem. 295, 159–167 (2019). https://doi.org/10.1016/j.snb.2019.05.082
N. Yang, P. Qi, J. Ren, H. Yu, S. Liu et al., Polyvinyl alcohol/silk fibroin/borax hydrogel ionotronics: a highly stretchable, self-healable, and biocompatible sensing platform. ACS Appl. Mater. Interfaces 11(26), 23632–23638 (2019). https://doi.org/10.1021/acsami.9b06920
H. Yang, Y. Liu, L. Kong, L. Kang, F. Ran, Biopolymer-based carboxylated chitosan hydrogel film crosslinked by HCl as gel polymer electrolyte for all-solid-sate supercapacitors. J. Power. Sources 426, 47–54 (2019). https://doi.org/10.1016/j.jpowsour.2019.04.023
J. Xu, H. Zhang, Z. Guo, C. Zhang, H. Tan et al., Fully physical crosslinked BSA-based conductive hydrogels with high strength and fast self-recovery for human motion and wireless electrocardiogram sensing. Int. J. Biol. Macromol. 230, 123195 (2023). https://doi.org/10.1016/j.ijbiomac.2023.123195
Y. Han, Y. Liu, Y. Liu, D. Jiang, Z. Wu et al., High-performance PVA-based hydrogels for ultra-sensitive and durable flexible sensors. Adv. Compos. Hybrid Mater. 8(1), 154 (2025). https://doi.org/10.1007/s42114-024-01137-5
S. Sun, Q.-R. Xiao, X. Zhou, Y.-Y. Wei, L. Shi et al., A bio-based environment-friendly membrane with facile preparation process for oil-water separation. Colloids Surf. A Physicochem. Eng. Aspects 559, 18–22 (2018). https://doi.org/10.1016/j.colsurfa.2018.09.038
P. Das, S. Ganguly, P.K. Marvi, M. Sherazee, X. Tang et al., Carbon dots infused 3D printed cephalopod mimetic bactericidal and antioxidant hydrogel for uniaxial mechano-fluorescent tactile sensor. Adv. Mater. 36(48), 2409819 (2024). https://doi.org/10.1002/adma.202409819
J. Liu, Y. Zhu, M. Ou, J. Sun, J. Wang et al., Preparation of a strong, tough and sensing cycle stable ionic conductive hydrogel fiber for strain sensor via introduction of syndiotactic polyvinyl alcohol. Compos. Commun. 53, 102208 (2025). https://doi.org/10.1016/j.coco.2024.102208
Y. Zhang, W. Pan, Y. Dong, J. Ding, L. Xu, Stretchable, fast response and adhesive MXene-based hydrogels for wearable strain sensor. Compos. Commun. 53, 102245 (2025). https://doi.org/10.1016/j.coco.2024.102245
X. Liu, J. Miao, Q. Fan, W. Zhang, X. Zuo et al., Recent progress on smart fiber and textile based wearable strain sensors: materials, fabrications and applications. Adv. Fiber Mater. 4(3), 361–389 (2022). https://doi.org/10.1007/s42765-021-00126-3
Z. Liu, T. Zhu, J. Wang, Z. Zheng, Y. Li et al., Functionalized fiber-based strain sensors: pathway to next-generation wearable electronics. Nano-Micro Lett. 14(1), 61 (2022). https://doi.org/10.1007/s40820-022-00806-8
M. Dulal, S. Afroj, J. Ahn, Y. Cho, C. Carr et al., Toward sustainable wearable electronic textiles. ACS Nano 16(12), 19755–19788 (2022). https://doi.org/10.1021/acsnano.2c07723
W. Zhao, J. Natsuki, V.D. Trung, H. Li, J. Tan et al., AgNPs/CNTs modified nonwoven fabric for PET-based flexible interdigitated electrodes in pressure sensor applications. Chem. Eng. J. 499, 156252 (2024). https://doi.org/10.1016/j.cej.2024.156252
N. Yang, H. Liu, X. Yin, F. Wang, X. Yan et al., Flexible pressure sensor decorated with MXene and reduced graphene oxide composites for motion detection, information transmission, and pressure sensing performance. ACS Appl. Mater. Interfaces 14(40), 45978–45987 (2022). https://doi.org/10.1021/acsami.2c16028
S. Zhao, P. Zheng, Q. Liu, L. Niu, H. Cong et al., Highly stretchable strain sensor with tunable sensitivity via polydopamine template-assisted dual-mode cooperative conductive network for human motion detection. Mater. Des. 206, 109780 (2021). https://doi.org/10.1016/j.matdes.2021.109780
L. Dou, M. Yuan, D. Li, S. Zou, S. Tan et al., Friction spun Spandex/rGO/Ag/polyester core-sheath yarn with antibacterial activity for wearable sensors. Surf. Interfaces 44, 103746 (2024). https://doi.org/10.1016/j.surfin.2023.103746
L. Li, J. Sun, H. Cong, Design and performance of stretchable resistive sensor based on knitted loop structures for motion detection. J. Ind. Text. 53, 15280837231200896 (2023). https://doi.org/10.1177/15280837231200895
Y. Liu, D. Xu, C. Ge, C. Gao, Y. Wei et al., Bifunctional smart textiles with simultaneous motion monitoring and thermotherapy for human joint injuries. Adv. Sci. 11(4), 2305312 (2024). https://doi.org/10.1002/advs.202305312
K. Yang, H. Cheng, B. Wang, Y. Tan, T. Ye et al., Highly durable and stretchable Ti3C2Tx/PPy-fabric-based strain sensor for human-motion detection. Adv. Mater. Technol. 7(3), 2100675 (2022). https://doi.org/10.1002/admt.202100675
B. Mamatha, N. Pradeep, V. Uma, S.M. Kumar, Wearable strain sensor using multiwalled carbon nanotubes on different fabrics. J. Electron. Mater. 51(12), 7122–7133 (2022). https://doi.org/10.1007/s11664-022-09948-2
Y. Li, X. Miao, J.Y. Chen, G. Jiang, Q. Liu, Sensing performance of knitted strain sensor on two-dimensional and three-dimensional surfaces. Mater. Des. 197, 109273 (2021). https://doi.org/10.1016/j.matdes.2020.109273
A. Levitt, S. Seyedin, J. Zhang, X. Wang, J.M. Razal et al., Bath electrospinning of continuous and scalable multifunctional MXene-infiltrated nanoyarns. Small 16(26), 2002158 (2020). https://doi.org/10.1002/smll.202002158
H. Montazerian, A. Rashidi, A. Dalili, H. Najjaran, A.S. Milani et al., Graphene-coated Spandex sensors embedded into silicone sheath for composites health monitoring and wearable applications. Small 15(17), 1804991 (2019). https://doi.org/10.1002/smll.201804991
Y. Ding, H. Dong, J. Cao, Z. Zhang, R. Chen et al., A polyester/Spandex blend fabrics-based e-textile for strain sensor, Joule heater and energy storage applications. Compos. Part A Appl. Sci. Manuf. 175, 107779 (2023). https://doi.org/10.1016/j.compositesa.2023.107779
J. Lv, Z. Liu, L. Zhang, K. Li, S. Zhang et al., Multifunctional polypyrrole and rose-like silver flower-decorated e-textile with outstanding pressure/strain sensing and energy storage performance. Chem. Eng. J. 427, 130823 (2022). https://doi.org/10.1016/j.cej.2021.130823
Z. Zeng, B. Hao, D. Li, D. Cheng, G. Cai et al., Large-scale production of weavable, dyeable and durable Spandex/CNT/cotton core-sheath yarn for wearable strain sensors. Compos. Part A Appl. Sci. Manuf. 149, 106520 (2021). https://doi.org/10.1016/j.compositesa.2021.106520
J. Zhang, J. Liu, Z. Zhao, W. Sun, G. Zhao et al., Calotropis gigantea fiber-based sensitivity-tunable strain sensors with insensitive response to wearable microclimate changes. Adv. Fiber Mater. 5(4), 1378–1391 (2023). https://doi.org/10.1007/s42765-023-00270-y
W. Zhou, H. Hu, T. Gao, S. Shang, Composite fabric-based pressure sensor for human motion sensing. Fibres Polym. 27(3), 1205–1214 (2026). https://doi.org/10.1007/s12221-025-01278-4
M. Amjadi, K.-U. Kyung, I. Park, M. Sitti, Stretchable, skin-mountable, and wearable strain sensors and their potential applications: a review. Adv. Funct. Mater. 26(11), 1678–1698 (2016). https://doi.org/10.1002/adfm.201504755
D. Li, M. Wang, J. Zhao, Z. Zhang, L. Jiang et al., A novel stretchable composite fiber for strain and magnetic sensors and actuators: the application of polystyrene-ethylene-butylene-styrene/carbon nanotubes with encapsulated magnetorheological fluid. Compos. Commun. 53, 102218 (2025). https://doi.org/10.1016/j.coco.2024.102218
Z. Zhang, S. Wei, E. Cheng, F. Bu, Y. Guo, Anisotropic composite sensor based on CF/CB for strain and pressure sensing. Compos. Commun. 59, 102602 (2025). https://doi.org/10.1016/j.coco.2025.102602
J. Lin, K. Pan, Y. Li, J. Wang, X. Cheng et al., A novel flexible phase change fibrous composite membrane with tunable thermal management capability for highly sensitive and physically comfortable strain sensor. Compos. Commun. 57, 102433 (2025). https://doi.org/10.1016/j.coco.2025.102433
K. Qi, Z. Wang, Z. Ma, Y. Dai, J. Zhang et al., Multimodal textile-based electromechanical sensor with anchored PANi-microspheres via conjugated electrospinning and electrospraying strategy. Compos. Commun. 60, 102626 (2025). https://doi.org/10.1016/j.coco.2025.102626
A. Maji, C. Kuila, N.C. Murmu, T. Kuila, Stretch, sense, and innovate: advances in next-generation strain sensors. Compos. Part B Eng. 306, 112749 (2025). https://doi.org/10.1016/j.compositesb.2025.112749
S. Gong, Y. Lu, J. Yin, A. Levin, W. Cheng, Materials-driven soft wearable bioelectronics for connected healthcare. Chem. Rev. 124(2), 455–553 (2024). https://doi.org/10.1021/acs.chemrev.3c00502
J.R. Sonawane, R. Jundale, A.A. Kulkarni, Continuous flow synthesis of metal nanowires: protocols, engineering aspects of scale-up and applications. Mater. Horiz. 12(2), 364–400 (2025). https://doi.org/10.1039/d4mh00781f
S. Bhanushali, P. Ghosh, A. Ganesh, W. Cheng, 1D copper nanostructures: progress, challenges and opportunities. Small 11(11), 1232–1252 (2015). https://doi.org/10.1002/smll.201402295
B.C.K. Tee, J. Ouyang, Soft electronically functional polymeric composite materials for a flexible and stretchable digital future. Adv. Mater. 30(47), 1802560 (2018). https://doi.org/10.1002/adma.201802560
Z. He, Y. Yang, H.-W. Liang, J.-W. Liu, S.-H. Yu, Nanowire genome: a magic toolbox for 1D nanostructures. Adv. Mater. 31(51), 1902807 (2019). https://doi.org/10.1002/adma.201902807
M. Qu, Z. Luo, H. Chen, Y. Qin, D.W. Schubert et al., Strain sensing, electromagnetic interference shielding, and antimicrobial performance of triple hierarchic fabric coated with AgNWs and polydopamine. Mater. Des. 243, 113033 (2024). https://doi.org/10.1016/j.matdes.2024.113033
X. Huang, L. Wang, Z. Shen, J. Ren, G. Chen et al., Super-stretchable and self-healing hydrogel with a three-dimensional silver nanowires network structure for wearable sensor and electromagnetic interference shielding. Chem. Eng. J. 446, 137136 (2022). https://doi.org/10.1016/j.cej.2022.137136
D. Yin, J. Li, S. Wang, H. Xiu, G. Liu et al., Constructing multi-dimensional alternating layer nested structure for enhancing electromagnetic shielding, thermal management and strain sensing. Chem. Eng. J. 497, 154954 (2024). https://doi.org/10.1016/j.cej.2024.154954
S. Lee, S. Shin, S. Lee, J. Seo, J. Lee et al., Ag nanowire reinforced highly stretchable conductive fibers for wearable electronics. Adv. Funct. Mater. 25(21), 3114–3121 (2015). https://doi.org/10.1002/adfm.201500628
Y. Guan, Q. Zhang, W. Yang, Z. Li, H. Wang et al., A highly-sensitive wearable capacitance pressure sensor based on calcium copper titanate/polydimethysiloxane/graphene oxide and polydimethysiloxane/silver nanowires sanwich strustures combination for human body monitoring. Mater. Chem. Phys. 319, 129345 (2024). https://doi.org/10.1016/j.matchemphys.2024.129345
S. Ding, J. Jiu, Y. Gao, Y. Tian, T. Araki et al., One-step fabrication of stretchable copper nanowire conductors by a fast photonic sintering technique and its application in wearable devices. ACS Appl. Mater. Interfaces 8(9), 6190–6199 (2016). https://doi.org/10.1021/acsami.5b10802
Y. Jung, K.R. Pyun, S. Yu, J. Ahn, J. Kim et al., Laser-induced nanowire percolation interlocking for ultrarobust soft electronics. Nano-Micro Lett. 17(1), 127 (2025). https://doi.org/10.1007/s40820-024-01627-7
H. Chen, F. Zhuo, J. Zhou, Y. Liu, J. Zhang et al., Advances in graphene-based flexible and wearable strain sensors. Chem. Eng. J. 464, 142576 (2023). https://doi.org/10.1016/j.cej.2023.142576
M. Devi, H. Wang, S. Moon, S. Sharma, V. Strauss, Laser-carbonization–a powerful tool for micro-fabrication of patterned electronic carbons. Adv. Mater. 35(38), 2211054 (2023). https://doi.org/10.1002/adma.202211054
Y. Guo, X. Wei, S. Gao, W. Yue, Y. Li et al., Recent advances in carbon material-based multifunctional sensors and their applications in electronic skin systems. Adv. Funct. Mater. 31(40), 2104288 (2021). https://doi.org/10.1002/adfm.202104288
C. Wang, K. Xia, H. Wang, X. Liang, Z. Yin et al., Advanced carbon for flexible and wearable electronics. Adv. Mater. 31(9), 1801072 (2019). https://doi.org/10.1002/adma.201801072
X. Zhang, L. Yao, X. Jia, X. Zou, Y. Cao et al., Recent progress in materials science and engineering towards flexible omnidirectional sensor. Mater. Sci. Eng. R. Rep. 163, 100917 (2025). https://doi.org/10.1016/j.mser.2024.100917
S. Ganguly, N. Kanovsky, P. Das, A. Gedanken, S. Margel, Photopolymerized thin coating of polypyrrole/graphene nanofiber/iron oxide onto nonpolar plastic for flexible electromagnetic radiation shielding, strain sensing, and non-contact heating applications. Adv. Mater. Interfaces 8(23), 2101255 (2021). https://doi.org/10.1002/admi.202101255
N. Gupta, A. Kumar, U. Mogera, U.V. Waghmare, G.U. Kulkarni, Highly sensitive and stretchable strain sensor based on wrinkles of a twisted multilayer graphene. J. Mater. Chem. A 13(29), 24102–24110 (2025). https://doi.org/10.1039/d5ta04476f
Y. Chen, Y. Weng, Y. Cheng, Y. Fang, Q. Chen et al., Multifunctional, low swelling and tough wet tissue adhesive sensor based on in situ reduced graphene oxide and polyphenols. Chem. Eng. J. 499, 156596 (2024). https://doi.org/10.1016/j.cej.2024.156596
Y. Yang, Y. Wei, Z. Guo, W. Hou, Y. Liu et al., From materials to devices: graphene toward practical applications. Small Methods 6(10), 2200671 (2022). https://doi.org/10.1002/smtd.202200671
Z. Chen, Z. Yang, T. Yu, Z. Wei, C. Ji et al., Sandwich-structured flexible PDMS@graphene multimodal sensors capable of strain and temperature monitoring with superlative temperature range and sensitivity. Compos. Sci. Technol. 232, 109881 (2023). https://doi.org/10.1016/j.compscitech.2022.109881
S.S. Nemala, J. Fernandes, J. Rodrigues, V. Lopes, R.M.R. Pinto et al., Sustainable graphene production for solution-processed microsupercapacitors and multipurpose flexible electronics. Nano Energy 127, 109781 (2024). https://doi.org/10.1016/j.nanoen.2024.109781
J. Sun, Y. Sun, H. Jia, H. Bi, L. Chen et al., A novel pre-deposition assisted strategy for inkjet printing graphene-based flexible pressure sensor with enhanced performance. Carbon 196, 85–91 (2022). https://doi.org/10.1016/j.carbon.2022.04.021
D. Lu, S. Liao, Y. Chu, Y. Cai, Q. Wei et al., Highly durable and fast response fabric strain sensor for movement monitoring under extreme conditions. Adv. Fiber Mater. 5(1), 223–234 (2023). https://doi.org/10.1007/s42765-022-00211-1
J. Park, N. Jeon, S. Lee, G. Choe, E. Lee et al., Conductive hydrogel constructs with three-dimensionally connected graphene networks for biomedical applications. Chem. Eng. J. 446, 137344 (2022). https://doi.org/10.1016/j.cej.2022.137344
K. Wang, X. Sun, S. Cheng, Y. Cheng, K. Huang et al., Multispecies-coadsorption-induced rapid preparation of graphene glass fiber fabric and applications in flexible pressure sensor. Nat. Commun. 15, 5040 (2024). https://doi.org/10.1038/s41467-024-48958-y
Q. Li, Z. Pan, D. Hu, W. Ma, High-yield graphene/cellulose nanocrystal hybrid material for robust and conductive composite hydrogels with tunable strain sensing capability. ACS Appl. Polym. Mater. 7(10), 6134–6144 (2025). https://doi.org/10.1021/acsapm.5c00409
H. Yoon, K. Lee, H. Shin, S. Jeong, Y.J. Lee et al., In situ co-transformation of reduced graphene oxide embedded in laser-induced graphene and full-range on-body strain sensor. Adv. Funct. Mater. 33(38), 2300322 (2023). https://doi.org/10.1002/adfm.202300322
H. Le Ferrand, S. Bolisetty, A.F. Demirörs, R. Libanori, A.R. Studart et al., Magnetic assembly of transparent and conducting graphene-based functional composites. Nat. Commun. 7, 12078 (2016). https://doi.org/10.1038/ncomms12078
T. Mai, L. Chen, P.-L. Wang, Q. Liu, M.-G. Ma, Hollow metal–organic framework/MXene/nanocellulose composite films for giga/terahertz electromagnetic shielding and photothermal conversion. Nano-Micro Lett. 16(1), 169 (2024). https://doi.org/10.1007/s40820-024-01386-5
C. Ma, M.-G. Ma, C. Si, X.-X. Ji, P. Wan, Flexible MXene-based composites for wearable devices. Adv. Funct. Mater. 31(22), 2009524 (2021). https://doi.org/10.1002/adfm.202009524
L. Wu, X. Yuan, Y. Tang, S. Wageh, O.A. Al-Hartomy et al., MXene sensors based on optical and electrical sensing signals: from biological, chemical, and physical sensing to emerging intelligent and bionic devices. PhotoniX 4(1), 15 (2023). https://doi.org/10.1186/s43074-023-00091-7
G. Yang, Y. Li, L. Ma, Z. Li, J. Wang et al., MXene-enhanced PDMS aerogels: leveraging a Pickering emulsion strategy for advanced sensing applications. Chem. Eng. J. 503, 158525 (2025). https://doi.org/10.1016/j.cej.2024.158525
Y. Du, Y. Liu, W. Lu, X. Zhang, A. Wang et al., Nacre-inspired MXene nanocomposite-based strain sensor with ultrahigh sensitivity in a small strain range for Parkinson’s disease diagnosis. ACS Appl. Mater. Interfaces 15(43), 50413–50426 (2023). https://doi.org/10.1021/acsami.3c13815
L. Zhang, X. Zhang, H. zhang, L. Xu, D. Wang et al., Semi-embedded robust MXene/AgNW sensor with self-healing, high sensitivity and a wide range for motion detection. Chem. Eng. J. 434, 134751 (2022). https://doi.org/10.1016/j.cej.2022.134751
H. Yuan, P. Li, X. Wang, C. Yu, X. Wang et al., Stretchable, ultrasensitive strain sensor with high-linearity by constructing crack-based dual conductive network. Chem. Eng. J. 480, 148102 (2024). https://doi.org/10.1016/j.cej.2023.148102
Y. Chen, Y. Li, Y. Liu, P. Chen, C. Zhang et al., Holocellulose nanofibril-assisted intercalation and stabilization of Ti3C2Tx MXene inks for multifunctional sensing and EMI shielding applications. ACS Appl. Mater. Interfaces 13(30), 36221–36231 (2021). https://doi.org/10.1021/acsami.1c10583
L. Bi, W. Perry, R.J. Wang, R. Lord, T. Hryhorchuk et al., MXene functionalized Kevlar yarn via automated, continuous dip coating. Adv. Funct. Mater. 34(14), 2312434 (2024). https://doi.org/10.1002/adfm.202312434
Z. Wang, F. Zhou, Y. Li, S. Wang, W. Li et al., Hierarchical polypyrrole@MXene (Ti3C2Tx) fiber strain sensors for wearable healthcare electronics. Chem. Eng. J. 498, 155352 (2024). https://doi.org/10.1016/j.cej.2024.155352
S. Ganguly, P. Das, A. Saha, M. Noked, A. Gedanken et al., Mussel-inspired polynorepinephrine/MXene-based magnetic nanohybrid for electromagnetic interference shielding in X-band and strain-sensing performance. Langmuir 38(12), 3936–3950 (2022). https://doi.org/10.1021/acs.langmuir.2c00278
W. Zhang, J. Miao, M. Tian, X. Zhang, T. Fan et al., Hierarchically interlocked helical conductive yarn enables ultra-stretchable electronics and smart fabrics. Chem. Eng. J. 462, 142279 (2023). https://doi.org/10.1016/j.cej.2023.142279
H. Liu, X. Chen, Y. Zheng, D. Zhang, Y. Zhao et al., Lightweight, superelastic, and hydrophobic polyimide nanofiber/MXene composite aerogel for wearable piezoresistive sensor and oil/water separation applications. Adv. Funct. Mater. 31(13), 2008006 (2021). https://doi.org/10.1002/adfm.202008006
T. Yang, W. Chen, Y. Zou, X. Yang, R. Gu et al., Dual-functional electromechanical sensor based on hybrid structure of “1D rigid nanocellulose size-matching into 2D conductive MXene” in oriented porous materials. Adv. Funct. Mater. 36(6), e14418 (2026). https://doi.org/10.1002/adfm.202514418
X. Xu, S. Fang, Z. Xu, M. Zhang, Y. Song et al., Crack propagation controlling via sliding cyclodextrin for high-density sensor array. Chem. Eng. J. 511, 161769 (2025). https://doi.org/10.1016/j.cej.2025.161769
C. Yang, W. Huang, Y. Lin, S. Cao, H. Wang et al., Stretchable MXene/carbon nanotube bilayer strain sensors with tunable sensitivity and working ranges. ACS Appl. Mater. Interfaces 16(23), 30274–30283 (2024). https://doi.org/10.1021/acsami.4c04770
J. Zhang, Y. Yang, R. Wang, J. Sun, L. Shi et al., Achieving high-sensitivity wide-range strain sensing with 0D-2D MXene/Ag NPs composite structures. ACS Appl. Nano Mater. 8(19), 10022–10032 (2025). https://doi.org/10.1021/acsanm.5c01438
K. Pan, J. Wang, Y. Li, X. Lu, D. Hu et al., Sandwich-like flexible breathable strain sensor with tunable thermal regulation capability for human motion monitoring. ACS Appl. Mater. Interfaces 16(8), 10633–10645 (2024). https://doi.org/10.1021/acsami.3c16607
M. Ren, J. Li, Y. Zhao, W. Zhai, K. Zhou et al., Highly strain-sensitive and stretchable multilayer conductive composite based on aligned thermoplastic polyurethane fibrous mat for human motion monitoring. Compos. Commun. 46, 101840 (2024). https://doi.org/10.1016/j.coco.2024.101840
W. Chen, L.-X. Liu, H.-B. Zhang, Z.-Z. Yu, Kirigami-inspired highly stretchable, conductive, and hierarchical Ti3C2Tx MXene films for efficient electromagnetic interference shielding and pressure sensing. ACS Nano 15(4), 7668–7681 (2021). https://doi.org/10.1021/acsnano.1c01277
W. Xiao, Y. Chen, G. Pan, J. Yan, J. Zhang et al., Hydrophobic, hemostatic and durable nanofiber composites with a screw-like surface architecture for multifunctional sensing electronics. Adv. Fiber Mater. 5(6), 2040–2054 (2023). https://doi.org/10.1007/s42765-023-00324-1
K. Chang, J. Meng, M. Guo, L. Li, T. Liu et al., Flexible and breathable MXene fabrics for highly sensitive human motion monitoring. Chem. Eng. J. 474, 145532 (2023). https://doi.org/10.1016/j.cej.2023.145532
J. Peng, F. Ge, W. Han, T. Wu, J. Tang et al., MXene-based thermoelectric fabric integrated with temperature and strain sensing for health monitoring. J. Mater. Sci. Technol. 212, 272–280 (2025). https://doi.org/10.1016/j.jmst.2024.06.011
X. Zheng, Y. Wang, W. Nie, Z. Wang, Q. Hu et al., Elastic polyaniline nanoarrays/MXene textiles for all-solid-state supercapacitors and anisotropic strain sensors. Compos. Part A Appl. Sci. Manuf. 158, 106985 (2022). https://doi.org/10.1016/j.compositesa.2022.106985
H. Wei, W. Li, K. Bachagha, Review on design strategies and applications of flexible cellulose-carbon nanotube functional composites. Carbohydr. Polym. 321, 121306 (2023). https://doi.org/10.1016/j.carbpol.2023.121306
G. Chen, Z. Yuan, Y. Wei, X. Fu, K. Jiang, Electron beam interaction with carbon nanotubes in scanning electron microscope: mechanisms and applications. Adv. Funct. Mater. 34(39), 2404682 (2024). https://doi.org/10.1002/adfm.202404682
Z. He, C. Zhang, Z. Zhu, Y. Yu, C. Zheng et al., Advances in carbon nanotubes and carbon coatings as conductive networks in silicon-based anodes. Adv. Funct. Mater. 34(48), 2408285 (2024). https://doi.org/10.1002/adfm.202408285
J.-M. Choi, J. Han, J. Yoon, S. Kim, I. Jeon et al., Overview and outlook on graphene and carbon nanotubes in perovskite photovoltaics from single-junction to tandem applications. Adv. Funct. Mater. 32(42), 2204594 (2022). https://doi.org/10.1002/adfm.202204594
J. Xu, Z. Xiao, C. Jia, Y. Wei, Y. Sun et al., Progress in the fabrication of high-purity semiconducting carbon nanotube arrays. J. Mater. Chem. C 13(9), 4304–4326 (2025). https://doi.org/10.1039/d4tc04571h
R. Wang, L. Sun, X. Zhu, W. Ge, H. Li et al., Carbon nanotube-based strain sensors: structures, fabrication, and applications. Adv. Mater. Technol. 8, 2200855 (2023). https://doi.org/10.1002/admt.202200855
X. Feng, S. Hu, J. Yu, Z. Guo, R. Wang et al., Synergistic creation of highly stable strain-insensitive pressure sensors by in-plane strain modulation and quasi-homogenous interfacial design. J. Mater. Sci. Technol. 159, 72–80 (2023). https://doi.org/10.1016/j.jmst.2023.02.047
D. Lv, Z. Tang, Y. Wang, J. Xu, Y. Wu et al., Soft and highly adhesive wearable electronics for hand reconstruction based on PMUT and PPA-CNTs strain sensors. Adv. Funct. Mater. 35(51), e10611 (2025). https://doi.org/10.1002/adfm.202510611
W. Zhao, V.D. Trung, H. Li, J. Natsuki, J. Tan et al., Enhanced functionalization of nonwoven fabric by spray coating AgNPs/CNTs solution prepared by a one-step method. Chem. Eng. J. 494, 153101 (2024). https://doi.org/10.1016/j.cej.2024.153101
W. Chen, M. Cai, J. Wu, H. Ma, W. Liu et al., Highly conductive, durable, washable, and scalable composite yarn for multifunctional wearable electronic applications. Compos. Sci. Technol. 241, 110115 (2023). https://doi.org/10.1016/j.compscitech.2023.110115
X. Li, T. Lv, K. Dong, J. Yang, W. Tang et al., Reconstruction of cobalt atoms in ZIF-67 and in-situ growth of carbon nanotubes at low temperature for high-performance strain sensors. Chem. Eng. J. 505, 159475 (2025). https://doi.org/10.1016/j.cej.2025.159475
H. Sun, X. Fang, Z. Fang, L. Zhao, B. Tian et al., An ultrasensitive and stretchable strain sensor based on a microcrack structure for motion monitoring. Microsyst. Nanoeng. 8, 111 (2022). https://doi.org/10.1038/s41378-022-00419-6
Z.-H. Tang, S.-S. Xue, D.-Y. Wang, P. Huang, Y.-Q. Li et al., 3D printing of soft and porous composite pressure sensor with monotonic and positive resistance response. Compos. Sci. Technol. 241, 110126 (2023). https://doi.org/10.1016/j.compscitech.2023.110126
L. Li, J. Deng, P. Kong, W. Zou, Z. Du et al., Highly sensitive porous PDMS-based piezoresistive sensors prepared by assembling CNTs in HIPE template. Compos. Sci. Technol. 248, 110459 (2024). https://doi.org/10.1016/j.compscitech.2024.110459
X. Zhang, K. Wu, G. Zhao, H. Deng, Q. Fu, The preparation of high performance multi-functional porous sponge through a biomimic coating strategy based on polyurethane dendritic colloids. Chem. Eng. J. 438, 135659 (2022). https://doi.org/10.1016/j.cej.2022.135659
X. Zhao, H. Guo, P. Ding, W. Zhai, C. Liu et al., Hollow-porous fiber-shaped strain sensor with multiple wrinkle-crack microstructure for strain visualization and wind monitoring. Nano Energy 108, 108197 (2023). https://doi.org/10.1016/j.nanoen.2023.108197
R. Zhang, X. Shen, D. Lou, C. Dong, Q. Liu et al., A high-performance flexible force sensitive conductive composite with programmed digital crack by femtosecond laser etching. Chem. Eng. J. 513, 163029 (2025). https://doi.org/10.1016/j.cej.2025.163029
S.-H. Cho, T. Lim, H.-J. Lee, S.-Y. Kim, J.W. Suk, Multifunctional wrinkled nacreous all-carbon films for high-performance stretchable strain sensors and supercapacitors. J. Mater. Chem. A 12(39), 26718–26727 (2024). https://doi.org/10.1039/d4ta02279c
Y. Lv, Z. Chu, D. Huang, X. Fan, W. Zhang, Labyrinthine wrinkle-patterned fiber sensors based on a 3D stress complementary strategy for machine learning-enabled medical monitoring and action recognition. Small 21(5), 2407390 (2025). https://doi.org/10.1002/smll.202407390
L. Gao, J. Yang, Y. Zhao, X. Zhao, K. Zhou et al., Multilayer bionic tunable strain sensor with mutually non-interfering conductive networks for machine learning-assisted gesture recognition. Adv. Funct. Mater. 35(11), 2416911 (2025). https://doi.org/10.1002/adfm.202416911
R. Eivazzadeh-Keihan, E. Bahojb Noruzi, E. Chidar, M. Jafari, F. Davoodi et al., Applications of carbon-based conductive nanomaterials in biosensors. Chem. Eng. J. 442, 136183 (2022). https://doi.org/10.1016/j.cej.2022.136183
F. Lian, B. Xing, From bulk to nano: formation, features, and functions of nano-black carbon in biogeochemical processes. Environ. Sci. Technol. 58(36), 15910–15925 (2024). https://doi.org/10.1021/acs.est.4c07027
G.H. Nalon, R.F. Santos, G.E.S. de Lima, I.K.R. Andrade, L.G. Pedroti et al., Recycling waste materials to produce self-sensing concretes for smart and sustainable structures: a review. Constr. Build. Mater. 325, 126658 (2022). https://doi.org/10.1016/j.conbuildmat.2022.126658
A. Dogra, S. Hazim, A. Goyal, A. Bhatia, S. Sharma, Developing embeddable self-sensing cementitious composite sensor incorporating carbon based materials for smart structural health monitoring. J. Build. Eng. 111, 113278 (2025). https://doi.org/10.1016/j.jobe.2025.113278
S. Guo, X. Cai, C. Li, J. Yao, Z. Tian et al., Planetary centrifugal mixing for robust, ultrahighly sensitive sensors with positive piezoresistive effect across an exceptionally broad pressure range based on polyurethane/carbon black composite foam. Chem. Eng. J. 483, 149354 (2024). https://doi.org/10.1016/j.cej.2024.149354
Y. Zhai, Y. Yu, K. Zhou, Z. Yun, W. Huang et al., Flexible and wearable carbon black/thermoplastic polyurethane foam with a pinnate-veined aligned porous structure for multifunctional piezoresistive sensors. Chem. Eng. J. 382, 122985 (2020). https://doi.org/10.1016/j.cej.2019.122985
Y. Zhao, M. Ren, Y. Shang, J. Li, S. Wang et al., Ultra-sensitive and durable strain sensor with sandwich structure and excellent anti-interference ability for wearable electronic skins. Compos. Sci. Technol. 200, 108448 (2020). https://doi.org/10.1016/j.compscitech.2020.108448
H. Yang, L.H. Gong, Z. Zheng, X.F. Yao, Highly stretchable and sensitive conductive rubber composites with tunable piezoresistivity for motion detection and flexible electrodes. Carbon 158, 893–903 (2020). https://doi.org/10.1016/j.carbon.2019.11.079
Q. Yu, J. Pan, Z. Jiang, Z. Guo, J. Jiang, Stretchable multimodal textile sensor based on core-sheath CB/PDMS/MXene sensing yarn for efficiently distinguishing mechanical stimulus. Chem. Eng. J. 493, 152462 (2024). https://doi.org/10.1016/j.cej.2024.152462
H. Li, J. Cao, R. Wan, V.R. Feig, C.M. Tringides et al., PEDOTs-based conductive hydrogels: design, fabrications, and applications. Adv. Mater. 37(7), 2415151 (2025). https://doi.org/10.1002/adma.202415151
T. Sun, Q. Nian, X. Ren, Z. Tao, Hydrogen-bond chemistry in rechargeable batteries. Joule 7(12), 2700–2731 (2023). https://doi.org/10.1016/j.joule.2023.10.010
Q. Meng, K. Cai, Y. Chen, L. Chen, Research progress on conducting polymer based supercapacitor electrode materials. Nano Energy 36, 268–285 (2017). https://doi.org/10.1016/j.nanoen.2017.04.040
Y. Li, X. Zhou, B. Sarkar, N. Gagnon-Lafrenais, F. Cicoira, Recent progress on self-healable conducting polymers. Adv. Mater. 34(24), 2108932 (2022). https://doi.org/10.1002/adma.202108932
T. Nezakati, A. Seifalian, A. Tan, A.M. Seifalian, Conductive polymers: opportunities and challenges in biomedical applications. Chem. Rev. 118(14), 6766–6843 (2018). https://doi.org/10.1021/acs.chemrev.6b00275
F. Zhang, Y. Feng, W. Feng, Three-dimensional interconnected networks for thermally conductive polymer composites: design, preparation, properties, and mechanisms. Mater. Sci. Eng. R. Rep. 142, 100580 (2020). https://doi.org/10.1016/j.mser.2020.100580
L.V. Kayser, D.J. Lipomi, Stretchable conductive polymers and composites based on PEDOT and PEDOT: PSS. Adv. Mater. 31(10), 1806133 (2019). https://doi.org/10.1002/adma.201806133
M.N. Gueye, A. Carella, J. Faure-Vincent, R. Demadrille, J.-P. Simonato, Progress in understanding structure and transport properties of PEDOT-based materials: a critical review. Prog. Mater. Sci. 108, 100616 (2020). https://doi.org/10.1016/j.pmatsci.2019.100616
Y. Li, Y. Pang, L. Wang, Q. Li, B. Liu et al., Boosting the performance of PEDOT: PSS based electronics via ionic liquids. Adv. Mater. 36(13), 2310973 (2024). https://doi.org/10.1002/adma.202310973
H. Karimi-Maleh, Y. Orooji, F. Karimi, M. Alizadeh, M. Baghayeri et al., A critical review on the use of potentiometric based biosensors for biomarkers detection. Biosens. Bioelectron. 184, 113252 (2021). https://doi.org/10.1016/j.bios.2021.113252
X. He, J. Gu, Y. Hao, M. Zheng, L. Wang et al., Continuous manufacture of stretchable and integratable thermoelectric nanofiber yarn for human body energy harvesting and self-powered motion detection. Chem. Eng. J. 450, 137937 (2022). https://doi.org/10.1016/j.cej.2022.137937
Y. Cui, X. He, W. Liu, S. Zhu, M. Zhou et al., Highly stretchable, sensitive, and multifunctional thermoelectric fabric for synergistic-sensing systems of human signal monitoring. Adv. Fiber Mater. 6(1), 170–180 (2024). https://doi.org/10.1007/s42765-023-00339-8
H.S. Jo, C.-W. Park, S. An, A. Aldalbahi, M. El-Newehy et al., Wearable multifunctional soft sensor and contactless 3D scanner using supersonically sprayed silver nanowires, carbon nanotubes, zinc oxide, and PEDOT: PSS. NPG Asia Mater. 14, 23 (2022). https://doi.org/10.1038/s41427-022-00370-y
J.H. Lim, M.J. Kim, H.G. Yoon, S.W. Kim, Highly sensitive and long-term stretchable eutectic nanogel conductor with conducting interpenetrating nanogel networks for monitoring human motions. Compos. Part B Eng. 247, 110299 (2022). https://doi.org/10.1016/j.compositesb.2022.110299
Q. Wang, X. Pan, C. Lin, D. Lin, Y. Ni et al., Biocompatible, self-wrinkled, antifreezing and stretchable hydrogel-based wearable sensor with PEDOT: sulfonated lignin as conductive materials. Chem. Eng. J. 370, 1039–1047 (2019). https://doi.org/10.1016/j.cej.2019.03.287
Y. Wang, S. Zeng, S. Shi, Y. Jiang, Z. Du et al., Hybrid assembly of conducting nanofiber network for ultra-stretchable and highly sensitive conductive hydrogels. J. Mater. Sci. Technol. 169, 1–10 (2024). https://doi.org/10.1016/j.jmst.2023.05.064
X.-Y. Cheng, S.-Q. Peng, L.-X. Wu, Q.-F. Sun, 3D-printed stretchable sensor based on double network PHI/PEDOT: PSS hydrogel annealed with cosolvent of H2O and DMSO. Chem. Eng. J. 470, 144058 (2023). https://doi.org/10.1016/j.cej.2023.144058
Z. Li, K. Zheng, Q. Wang, Q. Li, W. Zhao et al., Screen-printing of carbons/conductive polymer composite inks for smart glove with high-performance textile sensors. ACS Appl. Mater. Interfaces 17(21), 31511–31521 (2025). https://doi.org/10.1021/acsami.5c06035
Y. Tian, M. Huang, Y. Wang, Y. Zheng, R. Yin et al., Ultra-stretchable, sensitive and breathable electronic skin based on TPU electrospinning fibrous membrane with microcrack structure for human motion monitoring and self-powered application. Chem. Eng. J. 480, 147899 (2024). https://doi.org/10.1016/j.cej.2023.147899
X. Peng, W. Wang, W. Yang, J. Chen, Q. Peng et al., Stretchable, compressible, and conductive hydrogel for sensitive wearable soft sensors. J. Colloid Interface Sci. 618, 111–120 (2022). https://doi.org/10.1016/j.jcis.2022.03.037
Z. Shen, Z. Zhang, N. Zhang, J. Li, P. Zhou et al., High-stretchability, ultralow-hysteresis ConductingPolymer hydrogel strain sensors for soft machines. Adv. Mater. 34(32), 2203650 (2022). https://doi.org/10.1002/adma.202203650
T. Sun, Y. Liang, N. Ning, H. Wu, M. Tian, Strain-insensitive stretchable conductive fiber based on helical core with double-network hydrogel. Adv. Fiber Mater. 7(3), 882–893 (2025). https://doi.org/10.1007/s42765-025-00530-z
E. Dauzon, Y. Lin, H. Faber, E. Yengel, X. Sallenave et al., Stretchable and transparent conductive PEDOT: PSS-based electrodes for organic photovoltaics and strain sensors applications. Adv. Funct. Mater. 30(28), 2001251 (2020). https://doi.org/10.1002/adfm.202001251
L.-W. Lo, J. Zhao, H. Wan, Y. Wang, S. Chakrabartty et al., A soft sponge sensor for multimodal sensing and distinguishing of pressure, strain, and temperature. ACS Appl. Mater. Interfaces 14(7), 9570–9578 (2022). https://doi.org/10.1021/acsami.1c21003
N. Chen, W. Wei, N. Ning, H. Wu, M. Tian, All-polymeric stretchable conductive fiber with versatile intelligent wearable applications via microfluidic spinning technology. Chem. Eng. J. 487, 150741 (2024). https://doi.org/10.1016/j.cej.2024.150741
G. He, F. Ning, X. Liu, Y. Meng, Z. Lei et al., High-performance and long-term stability of MXene/PEDOT: PSS-decorated cotton yarn for wearable electronics applications. Adv. Fiber Mater. 6(2), 367–386 (2024). https://doi.org/10.1007/s42765-023-00348-7
J. Liu, C. Wang, L. Zhang, S. Fu, Dual-mode strain sensor based on porous MXene/TPU fiber and mechanochromic photonic crystal for human motion detection. J. Colloid Interface Sci. 697, 137959 (2025). https://doi.org/10.1016/j.jcis.2025.137959
J.-S. Noh, Conductive elastomers for stretchable electronics, sensors and energy harvesters. Polymers 8(4), 123 (2016). https://doi.org/10.3390/polym8040123
L. Han, H. Zhang, H.-Y. Yu, Z. Ouyang, J. Yao et al., Highly sensitive self-healable strain biosensors based on robust transparent conductive nanocellulose nanocomposites: relationship between percolated network and sensing mechanism. Biosens. Bioelectron. 191, 113467 (2021). https://doi.org/10.1016/j.bios.2021.113467
M. Song, H. Yu, J. Zhu, Z. Ouyang, S.Y.H. Abdalkarim et al., Constructing stimuli-free self-healing, robust and ultrasensitive biocompatible hydrogel sensors with conductive cellulose nanocrystals. Chem. Eng. J. 398, 125547 (2020). https://doi.org/10.1016/j.cej.2020.125547
K. Chang, L. Li, C. Zhang, P. Ma, W. Dong et al., Compressible and robust PANI sponge anchored with erected MXene flakes for human motion detection. Compos. Part A Appl. Sci. Manuf. 151, 106671 (2021). https://doi.org/10.1016/j.compositesa.2021.106671
L. Li, X. Bao, J. Meng, C. Zhang, T. Liu, Sponge-hosting polyaniline array microstructures for piezoresistive sensors with a wide detection range and high sensitivity. ACS Appl. Mater. Interfaces 14(26), 30228–30235 (2022). https://doi.org/10.1021/acsami.2c07404
J. Duan, X. Liang, J. Guo, K. Zhu, L. Zhang, Ultra-stretchable and force-sensitive hydrogels reinforced with chitosan microspheres embedded in polymer networks. Adv. Mater. 28(36), 8037–8044 (2016). https://doi.org/10.1002/adma.201602126
W. Zhai, X. Li, Q. Xia, P. Zhan, J. Xu et al., Multi-functional and flexible helical fiber sensor for micro-deformation detection, temperature sensing and ammonia gas monitoring. Compos. Part B Eng. 211, 108621 (2021). https://doi.org/10.1016/j.compositesb.2021.108621
P. Zhan, W. Zhai, W. Wei, P. Ding, G. Zheng et al., Stretchable strain sensor with high sensitivity, large workable range and excellent breathability for wearable electronic skins. Compos. Sci. Technol. 229, 109720 (2022). https://doi.org/10.1016/j.compscitech.2022.109720
X. Bao, J. Meng, Z. Tan, C. Zhang, L. Li et al., Direct-ink-write 3D printing of highly-stretchable polyaniline gel with hierarchical conducting network for customized wearable strain sensors. Chem. Eng. J. 491, 151918 (2024). https://doi.org/10.1016/j.cej.2024.151918
M. Yue, Y. Wang, H. Guo, C. Zhang, T. Liu, 3D reactive printing of polyaniline hybrid hydrogel microlattices with large stretchability and high fatigue resistance for wearable pressure sensors. Compos. Sci. Technol. 220, 109263 (2022). https://doi.org/10.1016/j.compscitech.2022.109263
P. Costa, J. Oliveira, L. Horta-Romarís, M.-J. Abad, J.A. Moreira et al., Piezoresistive polymer blends for electromechanical sensor applications. Compos. Sci. Technol. 168, 353–362 (2018). https://doi.org/10.1016/j.compscitech.2018.10.022
X. Yu, H. Zhang, Y. Wang, X. Fan, Z. Li et al., Highly stretchable, ultra-soft, and fast self-healable conductive hydrogels based on polyaniline nanops for sensitive flexible sensors. Adv. Funct. Mater. 32(33), 2204366 (2022). https://doi.org/10.1002/adfm.202204366
L. Han, Y. Li, C. Chen, L. Liu, Z. Lu, Multifunctional enhanced energy density of flexible wide-temperature supercapacitors based on MXene/PANI conductive hydrogel. Chem. Eng. J. 485, 149951 (2024). https://doi.org/10.1016/j.cej.2024.149951
X. Hong, W. Sun, S. Zhang, Z. Tang, M. Zhou et al., Washable and multifunctional electronic textiles via in situ lamination for personal health care. Adv. Fiber Mater. 6(2), 458–472 (2024). https://doi.org/10.1007/s42765-023-00368-3
X. Wang, Y. Ouyang, X. Liu, M. Hou, M. Zheng, A novel bio-inspired multi-functional collagen aggregate based flexible sensor with multi-layer and internal 3D network structure. Chem. Eng. J. 392, 123672 (2020). https://doi.org/10.1016/j.cej.2019.123672
S. Zheng, X. Wu, Y. Huang, Z. Xu, W. Yang et al., Multifunctional and highly sensitive piezoresistive sensing textile based on a hierarchical architecture. Compos. Sci. Technol. 197, 108255 (2020). https://doi.org/10.1016/j.compscitech.2020.108255
M. Zhu, T. Yang, L. Wang, M. Xiong, W. He et al., Superstretchable electrode based on hierarchical assembly of triblock copolymer fiber membrane. Chem. Eng. J. 430, 132911 (2022). https://doi.org/10.1016/j.cej.2021.132911
Q. Yan, M. Zhou, H. Fu, Study on mussel-inspired tough TA/PANI@CNCs nanocomposite hydrogels with superior self-healing and self-adhesive properties for strain sensors. Compos. Part B Eng. 201, 108356 (2020). https://doi.org/10.1016/j.compositesb.2020.108356
K. Cheng, L. Zou, B. Chang, X. Liu, H. Shi et al., Mechanically robust and conductive poly(acrylamide) nanocomposite hydrogel by the synergistic effect of vinyl hybrid silica nanop and polypyrrole for human motion sensing. Adv. Compos. Hybrid Mater. 5(4), 2834–2846 (2022). https://doi.org/10.1007/s42114-022-00465-8
Z. Hanif, D. Shin, D. Choi, S.J. Park, Development of a vapor phase polymerization method using a wet-on-wet process to coat polypyrrole on never-dried nanocellulose crystals for fabrication of compression strain sensor. Chem. Eng. J. 381, 122700 (2020). https://doi.org/10.1016/j.cej.2019.122700
H. Zheng, M. Chen, Y. Sun, B. Zuo, Self-healing, wet-adhesion silk fibroin conductive hydrogel as a wearable strain sensor for underwater applications. Chem. Eng. J. 446, 136931 (2022). https://doi.org/10.1016/j.cej.2022.136931
J. Wang, K. Yan, X. Li, Y. Zong, Q. Xu et al., Hollow polyaniline microspheres decorated fabric sensor with electromagnetic wave-absorbing and multimodal sensing toward human–machine interaction. Adv. Funct. Mater. 35(13), 2418071 (2025). https://doi.org/10.1002/adfm.202418071
Z. Gao, C. Wang, Y. Dong, J. Yao, Q. Mi et al., Freeze polymerization to modulate transverse-longitudinal polypyrrole growth on robust cellulose composite fibers for multi-scenario signal monitoring. Chem. Eng. J. 485, 149785 (2024). https://doi.org/10.1016/j.cej.2024.149785
C. Liu, X. Wang, H.J. Zhang, X. You, O. Yue, Self-healable, high-strength hydrogel electrode for flexible sensors and supercapacitors. ACS Appl. Mater. Interfaces 13(30), 36240–36252 (2021). https://doi.org/10.1021/acsami.1c03335
L. Chen, S. Chen, J. Li, C. Hu, M. Zhu et al., Ultralight and high sensitive CA/TPU/PPy nanofiber aerogels with coaxial conductive structure for wearable piezoresistive sensors. Compos. Sci. Technol. 262, 111062 (2025). https://doi.org/10.1016/j.compscitech.2025.111062
S. Ruan, M. Jiang, S. Li, Q. Mi, Y. Dong et al., Freezing-trapped thermally-driven self-assembly strategy for 3D biphasic architecture electronic skin enabling diverse-signal sensing. Chem. Eng. J. 520, 166376 (2025). https://doi.org/10.1016/j.cej.2025.166376
H. Bellanger, T. Darmanin, E. Taffin de Givenchy, F. Guittard, Chemical and physical pathways for the preparation of superoleophobic surfaces and related wetting theories. Chem. Rev. 114(5), 2694–2716 (2014). https://doi.org/10.1021/cr400169m
R. Wang, Z. Yin, X. Han, Y. Zhang, S. Zhang et al., Ultra-durable ZIF-7 superhydrophobic coating for long-term corrosion protection in aircraft nacelles lips. Chem. Eng. J. 518, 164644 (2025). https://doi.org/10.1016/j.cej.2025.164644
G. Huang, A.R. Yengannagari, K. Matsumori, P. Patel, A. Datla et al., Radiative cooling and indoor light management enabled by a transparent and self-cleaning polymer-based metamaterial. Nat. Commun. 15, 3798 (2024). https://doi.org/10.1038/s41467-024-48150-2
X. Han, Z. Yin, Y. Yang, H. Yang, J. Xu et al., Bionic design of multifunctional superhydrophobic fiber-based nonwoven fabric inspired by Salvinia natans for efficient photothermal oil-water separation and micro plastic extraction on aero-engine filters. Chem. Eng. J. 524, 169770 (2025). https://doi.org/10.1016/j.cej.2025.169770
Q. He, Y. Xu, F. Zhang, Y. Jia, Z. Du et al., Preparation methods and research progress of super-hydrophobic anti-icing surface. Adv. Colloid Interface Sci. 323, 103069 (2024). https://doi.org/10.1016/j.cis.2023.103069
Z. Hu, F. Chu, H. Shan, X. Wu, Z. Dong et al., Understanding and utilizing droplet impact on superhydrophobic surfaces: phenomena, mechanisms, regulations, applications, and beyond. Adv. Mater. 36(11), e2310177 (2024). https://doi.org/10.1002/adma.202310177
J.B. Boreyko, C.H. Baker, C.R. Poley, C.-H. Chen, Wetting and dewetting transitions on hierarchical superhydrophobic surfaces. Langmuir 27(12), 7502–7509 (2011). https://doi.org/10.1021/la201587u
H. Teisala, H.-J. Butt, Hierarchical structures for superhydrophobic and superoleophobic surfaces. Langmuir 35(33), 10689–10703 (2019). https://doi.org/10.1021/acs.langmuir.8b03088
Z. Ren, S. Niu, A. Lv, X. Liu, W. Mu et al., Bioinspired photothermal superhydrophobic metamaterial with structured micro-nano crystal arrays for anti-/de-icing. Adv. Mater. 38(6), e16655 (2026). https://doi.org/10.1002/adma.202516655
K. Li, X. Deng, W. Liu, H. Li, M. Zhao et al., Surface energy-confined multi-layer inkjet printing for customizable optical microstructures. Adv. Mater. 37(50), e09818 (2025). https://doi.org/10.1002/adma.202509818
A. Giacomello, M. China