Extremely Stretchable Strain Sensors Based on Conductive Self‐Healing Dynamic Cross‐Links Hydrogels for Human‐Motion Detection
Open accessAbstract
Extremely stretchable self-healing strain sensors based on conductive hydrogels are successfully fabricated. The strain sensor can achieve autonomic self-heal electrically and mechanically under ambient conditions, and can sustain extreme elastic strain (1000%) with high gauge factor of 1.51. Furthermore, the strain sensors have good response, signal stability, and repeatability under various human motion detections.
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Encapsulation of hydrogel sensors with elastomeric materials is an effective approach to prevent the evaporation of water from hydrogels.
“The encapsulation of hydrogel sensors with elastomeric materials is an effective approach to prevent the evaporation of water from hydrogels”
From Functionalized Hydrogel-Based Wearable Gas and Humidity Sensors. (2023) · cites this paper as [153]
The paper describes using elastomeric VHB tape as the sensor’s encapsulant and says appropriate encapsulation can reduce water loss (passages [6] and [2], both labeled Abstract; no page given). But it reports water evaporation during extended cycling and does not establish that elastomeric encapsulation effectively prevents it. (LLM, conf=0.87)
Experimental — accuracy not yet measuredSWCNT/hydrogel was reported to be able to detect strain as large as 1000% owing to the self-healing capability of the hydrogel.
“Very recently, SWCNT/hydrogel was reported to be able to detect strain as large as 1000% owing to the self-healing capability of the hydrogel.[117]”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [117]
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Highly stretchable and tough hydrogels
Sun, J., Zhao, X., Illeperuma, W. R. K., Chaudhuri, O., Oh, K. H., Mooney, D. J., Vlassak, J. J., & Suo, Z. (2012) · Nature · doi:10.1038/nature11409 · Cited by 5,499 · see citing works
Materials and Mechanics for Stretchable Electronics
Rogers, J. A., Someya, T., & Huang, Y. Y. (2010) · Science · doi:10.1126/science.1182383 · Cited by 5,071 · see citing works
A stretchable carbon nanotube strain sensor for human-motion detection
Yamada, T., Hayamizu, Y., Yamamoto, Y., Yomogida, Y., Izadi-Najafabadi, A., Futaba, D. N., & Hata, K. (2011) · Nature Nanotechnology · doi:10.1038/nnano.2011.36 · Cited by 3,247 · see citing works
Skin-like pressure and strain sensors based on transparent elastic films of carbon nanotubes
Lipomi, D. J., Vosgueritchian, M., Tee, B. C.-K., Hellstrom, S. L., Lee, J. A., Fox, C. H., & Bao, Z. (2011) · Nature Nanotechnology · doi:10.1038/nnano.2011.184 · Cited by 3,188 · see citing works
Highly Stretchable and Sensitive Strain Sensor Based on Silver Nanowire–Elastomer Nanocomposite
Amjadi, M., Pichitpajongkit, A., Lee, S., Ryu, S., & Park, I. (2014) · ACS Nano · doi:10.1021/nn501204t · Cited by 2,350 · see citing works
Stretchable, Transparent, Ionic Conductors
Keplinger, C., Sun, J.-Y., Foo, C. C., Rothemund, P., Whitesides, G. M., & Suo, Z. (2013) · Science · doi:10.1126/science.1240228 · Cited by 1,754 · see citing works
Stretchable silicon nanoribbon electronics for skin prosthesis
Kim, J., Lee, M., Shim, H. J., Ghaffari, R., Cho, H. R., Son, D., Jung, Y. H., Soh, M., Choi, C., Jung, S., et al. (2014) · Nature Communications · doi:10.1038/ncomms6747 · Cited by 1,435 · see citing works
Tee, B. C. K., Wang, C., Allen, R., & Bao, Z. (2012) · Nature Nanotechnology · doi:10.1038/nnano.2012.192 · Cited by 1,427 · see citing works
Sun, J., Keplinger, C., Whitesides, G. M., & Suo, Z. (2014) · Advanced Materials · doi:10.1002/adma.201403441 · Cited by 1,200 · see citing works
Soft Microfluidic Assemblies of Sensors, Circuits, and Radios for the Skin
Xu, S., Zhang, Y., Jia, L., Mathewson, K. E., Jang, K.-I., Kim, J., Fu, H., Huang, X., Chava, P., Wang, R., et al. (2014) · Science · doi:10.1126/science.1250169 · Cited by 1,199 · see citing works
Highly Stretchable Piezoresistive Graphene–Nanocellulose Nanopaper for Strain Sensors
Yan, C., Wang, J., Kang, W., Cui, M., Wang, X., Foo, C. Y., Chee, K. J., & Lee, P. S. (2014) · Advanced Materials · doi:10.1002/adma.201304742 · Cited by 1,179 · see citing works
Self-citationFractal design concepts for stretchable electronics
Fan, J. A., Yeo, W.-H., Su, Y., Hattori, Y., Lee, W., Jung, S.-Y., Zhang, Y., Liu, Z., Cheng, H., Falgout, L., et al. (2014) · Nature Communications · doi:10.1038/ncomms4266 · Cited by 1,088 · see citing works
Roh, E., Hwang, B.-U., Kim, D., Kim, B.-Y., & Lee, N.-E. (2015) · ACS Nano · doi:10.1021/acsnano.5b01613 · Cited by 927 · see citing works
25th Anniversary Article: A Soft Future: From Robots and Sensor Skin to Energy Harvesters
Bauer, S., Bauer‐Gogonea, S., Graz, I. M., Kaltenbrunner, M., Keplinger, C., & Schwödiauer, R. (2013) · Advanced Materials · doi:10.1002/adma.201303349 · Cited by 860 · see citing works
Highly Sensitive Skin‐Mountable Strain Gauges Based Entirely on Elastomers
Lu, N., Lu, C., Yang, S., & Rogers, J. A. (2012) · Advanced Functional Materials · doi:10.1002/adfm.201200498 · Cited by 824 · see citing works
Extremely Elastic Wearable Carbon Nanotube Fiber Strain Sensor for Monitoring of Human Motion
Ryu, S., Lee, P., Chou, J. B., Xu, R., Zhao, R., Hart, A. J., & Kim, S.-G. (2015) · ACS Nano · doi:10.1021/acsnano.5b00599 · Cited by 770 · see citing works
Self-citationSuper-Elastic Graphene Ripples for Flexible Strain Sensors
Wang, Y., Yang, R., Shi, Z., Zhang, L., Shi, D., Wang, E., & Zhang, G. (2011) · ACS Nano · doi:10.1021/nn103523t · Cited by 690 · see citing works
Nano-structured smart hydrogels with rapid response and high elasticity
Lie-wen, X., Xie, R., Ju, X., Wang, W., Chen, Q., & Chu, L. (2013) · Nature Communications · doi:10.1038/ncomms3226 · Cited by 671 · see citing works
Highly Stretchable and Sensitive Strain Sensors Using Fragmentized Graphene Foam
Jeong, Y. R., Park, H., Jin, S. W., Hong, S. Y., Lee, S., & Ha, J. S. (2015) · Advanced Functional Materials · doi:10.1002/adfm.201501000 · Cited by 637 · see citing works
Stretchable and highly sensitive graphene-on-polymer strain sensors
Li, X., Zhang, R., Yu, W., Wang, K., Wei, J., Wu, D., Cao, A., Li, Z., Cheng, Y., Zheng, Q., et al. (2012) · Scientific Reports · doi:10.1038/srep00870 · Cited by 611 · see citing works
High‐Strain Sensors Based on ZnO Nanowire/Polystyrene Hybridized Flexible Films
Xiao, X. R., Yuan, L., Zhong, J., Ding, T., Liu, Y., Cai, Z., Rong, Y., Han, H., Zhou, J., & Wang, Z. L. (2011) · Advanced Materials · doi:10.1002/adma.201103406 · Cited by 550 · see citing works
Poly(vinyl alcohol) Hydrogel Can Autonomously Self-Heal
Zhang, H., Xia, H., & Zhao, Y. (2012) · ACS Macro Letters · doi:10.1021/mz300451r · Cited by 509 · see citing works
Capacitive Soft Strain Sensors via Multicore–Shell Fiber Printing
Frutiger, A., Muth, J. T., Vogt, D. M., Mengüç, Y., Campo, A., Valentine, A. D., Walsh, C. J., & Lewis, J. A. (2015) · Advanced Materials · doi:10.1002/adma.201500072 · Cited by 466 · see citing works
Highly Stretchy Black Gold E‐Skin Nanopatches as Highly Sensitive Wearable Biomedical Sensors
Gong, S., Lai, D. T. H., Su, B., Si, K. J., Ma, Z., Yap, L. W., Guo, P., & Cheng, W. (2015) · Advanced Electronic Materials · doi:10.1002/aelm.201400063 · Cited by 461 · see citing works
Multifunctional Nanobiomaterials for Neural Interfaces
Abidian, M. R., & Martin, D. C. (2009) · Advanced Functional Materials · doi:10.1002/adfm.200801473 · Cited by 416 · see citing works
Thickness‐Gradient Films for High Gauge Factor Stretchable Strain Sensors
Liu, Z., Qi, D., Guo, P., Liu, Y., Zhu, B., Yang, H., Liu, Y., Li, B., Zhang, C., Yu, J., et al. (2015) · Advanced Materials · doi:10.1002/adma.201503288 · Cited by 344 · see citing works
Spoljaric, S., Salminen, A., Luong, N. D., & Seppälä, J. V. (2014) · European Polymer Journal · doi:10.1016/j.eurpolymj.2014.03.009 · Cited by 332 · see citing works
Polypyrrole/Agarose-Based Electronically Conductive and Reversibly Restorable Hydrogel
Hur, J., Im, K., Kim, S. W., Kim, J., Chung, D., Kim, T., Jo, K. H., Hahn, J. H., Bao, Z., Hwang, S., et al. (2014) · ACS Nano · doi:10.1021/nn502704g · Cited by 299 · see citing works
Water-induced shape memory effect of graphene oxide reinforced polyvinyl alcohol nanocomposites
Qi, X., Yao, X., Deng, S., Zhou, T., & Fu, Q. (2014) · J. Mater. Chem. A · doi:10.1039/c3ta14340f · Cited by 293 · see citing works
Li, M., Li, H., Zhong, W., Zhao, Q., & Wang, D. (2013) · ACS Applied Materials & Interfaces · doi:10.1021/am4053305 · Cited by 253 · see citing works
Extremely Stretchable Electroluminescent Devices with Ionic Conductors
Wang, J., Yan, C., Cai, G., Cui, M., Eh, A. L., & Lee, P. S. (2015) · Advanced Materials · doi:10.1002/adma.201504187 · Cited by 242 · see citing works
Self-citationGuo, L., Zhang, H., Fortin, D., Xia, H., & Zhao, Y. (2015) · Langmuir · doi:10.1021/acs.langmuir.5b03474 · Cited by 219 · see citing works
Self‐Healing, Fully Functional, and Multiparametric Flexible Sensing Platform
Huynh, T., & Haick, H. (2015) · Advanced Materials · doi:10.1002/adma.201504104 · Cited by 210 · see citing works
A Microfluidic, Reversibly Stretchable, Large‐Area Wireless Strain Sensor
Cheng, S., & Wu, Z. (2011) · Advanced Functional Materials · doi:10.1002/adfm.201002508 · Cited by 207 · see citing works
Chen, M., Zhang, L., Duan, S., Jing, S., Jiang, H., & Li, C. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201401886 · Cited by 196 · see citing works
Polypyrrole-hydrogel composites for the construction of clinically important biosensors
Brahim, S. I., Narinesingh, D., & Guiseppi‐Elie, A. (2002) · Biosensors and Bioelectronics · doi:10.1016/s0956-5663(01)00262-7 · Cited by 185 · see citing works
Highly stretchable, conductive, and transparent nanotube thin films
Hu, L., Yuan, W., Brochu, P., Gruner, G., & Pei, Q. (2009) · Applied Physics Letters · doi:10.1063/1.3114463 · Cited by 177 · see citing works
Mates, J. E., Bayer, I. S., Palumbo, J. M., Carroll, P. J., & Megaridis, C. M. (2015) · Nature Communications · doi:10.1038/ncomms9874 · Cited by 174 · see citing works
Guo, L., Yan, Q., Xia, H., & Zhao, Y. (2015) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5b02234 · Cited by 169 · see citing works
Stretchable Energy Storage and Conversion Devices
Yan, C., & Lee, P. S. (2014) · Small · doi:10.1002/smll.201302806 · Cited by 152 · see citing works
Self-citationVolume-invariant ionic liquid microbands as highly durable wearable biomedical sensors
Wang, Y., Gong, S. P., Wang, S. J., Simon, G. P., & Cheng, W. (2016) · Materials Horizons · doi:10.1039/c5mh00284b · Cited by 143 · see citing works
A strain-absorbing design for tissue–machine interfaces using a tunable adhesive gel
Lee, S., Inoue, Y., Kim, D., Reuveny, A., Kuribara, K., Yokota, T., Reeder, J. T., Sekino, M., Sekitani, T., Abe, Y., et al. (2014) · Nature Communications · doi:10.1038/ncomms6898 · Cited by 140 · see citing works
Stretchable Figures of Merit in Deformable Electronics
Lipomi, D. J. (2015) · Advanced Materials · doi:10.1002/adma.201504196 · Cited by 124 · see citing works
Sun, B., Long, Y., Liu, S., Huang, Y., Ma, J., Zhang, H., Shen, G., & Xu, S. (2013) · Nanoscale · doi:10.1039/c3nr01832f · Cited by 113 · see citing works
Casassa, E. Z., Sarquis, A. M., & Dyke, C. H. V. (1986) · Journal of Chemical Education · doi:10.1021/ed063p57 · Cited by 90 · see citing works
Conductive nanocomposite hydrogels with self-healing property
Peng, R., Yang, Y. L., Sheng, C., Yang, Y., & Tang, Y. (2014) · RSC Advances · doi:10.1039/c4ra05381h · Cited by 56 · see citing works
Thickening of poly(vinyl alcohol) by borate
Nickerson, R. F. (1971) · Journal of Applied Polymer Science · doi:10.1002/app.1971.070150110 · Cited by 37 · see citing works
How To Learn and Have Fun with Poly(Vinyl Alcohol) and White Glue
Bermudez, V. D. Z., de Almeida, P. P., & Seita, J. (1998) · Journal of Chemical Education · doi:10.1021/ed075p1410 · Cited by 24 · see citing works
Kale, S. N., Mona, J., Dhobale, S., Thite, T., & Laware, S. L. (2011) · Journal of Applied Polymer Science · doi:10.1002/app.33776 · Cited by 19 · see citing works
Flagged first, then by citations
1 of the 50 references couldn’t be matched to a known paper.
Research works printed but not linked: 16
- [12]S. Gong, D. T. H. Lai, B. Su, K. J. Si, Z. Ma, L. W. Yap, P. Z. Guo, W. L. Cheng, Adv. Electron. Mater. 2015, 1, 1400063.
- [14]Y. R. Jeong, H. Park, S. W. Jin, S. Y. Hong, S.‐S. Lee, J. S. Ha, Adv. Funct. Mater. 2015, 25, 4228.
- [15]M. T. Chen, L. Zhang, S. S. Duan, S. L. Jing, H. Jiang, C. Z. Li, Adv. Funct. Mater. 2014, 24, 7548.
- [19]S. Cheng, Z. G. Wu, Adv. Funct. Mater. 2011, 21, 2282.
- [21]N. Lu, C. Lu, S. Yang, J. Rogers, Adv. Funct. Mater. 2012, 22, 4044.
- [27]J. X. Wang, C. Y. Yan, G. F. Cai, M. Q. Cui, A. L. S. Eh, P. S. Lee, Adv. Mater. 2016, 28, 4490.26634989
- [29]L. B. Hu, W. Yuan, P. Brochu, G. Gruner, Q. B. Pei, Appl. Phys. Lett. 2009, 94, 161108.
- [30]M. R. Abidian, D. C. Martin, Adv. Funct. Mater. 2009, 19, 573.
- [33]R. F. Nickerson, J. Appl. Polym. Sci. 1971, 15, 111.
- [34]E. Z. Casassa, A. M. Sarquis, C. H. Van Dyke, J. Chem. Educ. 1986, 63, 57.
- [35]V. de Zea Bermudez, P. P. de Almeida, J. F. Seita, J. Chem. Educ. 1998, 75, 1410.
- [36]S. Spoljaric, A. Salminen, N. D. Luong, J. Seppälä, Eur. Polym. J. 2014, 56, 105.
- [40]S. N. Kale, J. Mona, S. Dhobale, T. Thite, S. L. Laware, J. Appl. Polym. Sci. 2011, 121, 2450.
- [41]X. Qi, X. Yao, S. Deng, T. Zhou, Q. Fu, J. Mater. Chem. A 2014, 2, 2240.
- [42]R. G. Peng, Y. Yu, S. Chen, Y. K. Yang, Y. H. Tang, RSC Adv. 2014, 4, 35149.
- [46]Y. Wang, S. Gong, S. J. Wang, G. P. Simon, W. L. Cheng, Mater. Horiz. 2016, 3, 208.
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Yang, J. C., Mun, J., Kwon, S. Y., Park, S., Bao, Z., & Park, S. (2019) · Advanced Materials · doi:10.1002/adma.201904765 · Cited by 1,641 · see citing works
Bio-Integrated Wearable Systems: A Comprehensive Review
Ray, T. R., Choi, J., Bandodkar, A. J., Krishnan, S., Gutruf, P., Tian, L., Ghaffari, R., & Rogers, J. A. (2019) · Chemical Reviews · doi:10.1021/acs.chemrev.8b00573 · Cited by 1,350 · see citing works
Cai, Y., Shen, J., Ge, G., Zhang, Y., Jin, W., Huang, W., Shao, J., Yang, J., & Dong, X. (2017) · ACS Nano · doi:10.1021/acsnano.7b06251 · Cited by 934 · see citing works
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Yu, R., Zhang, H., & Guo, B. (2021) · Nano-Micro Letters · doi:10.1007/s40820-021-00751-y · Cited by 886 · see citing works
Nature-Inspired Structural Materials for Flexible Electronic Devices
Liu, Y., He, K., Chen, G., Leow, W. R., & Chen, X. (2017) · Chemical Reviews · doi:10.1021/acs.chemrev.7b00291 · Cited by 813 · see citing works
MXenes stretch hydrogel sensor performance to new limits
Zhang, Y., Lee, K. H., Anjum, D. H., Sougrat, R., Jiang, Q. M., Kim, H., & Alshareef, H. N. (2018) · Science Advances · doi:10.1126/sciadv.aat0098 · Cited by 785 · see citing works
Liao, M., Wan, P., Wen, J., Gong, M., Wu, X.-X., Wang, Y., Shi, R., & Zhang, L. (2017) · Advanced Functional Materials · doi:10.1002/adfm.201703852 · Cited by 762 · see citing works
Recent advances in conductive hydrogels: classifications, properties, and applications
Zhu, T., Ni, Y., Biesold, G. M., Cheng, Y. F., Ge, M., Li, H., Huang, J., Lin, Z., & Lai, Y. (2022) · Chemical Society Reviews · doi:10.1039/d2cs00173j · Cited by 758 · see citing works
Rong, Q., Lei, W., Chen, L., Yin, Y., Zhou, J., & Liu, M. (2017) · Angewandte Chemie International Edition · doi:10.1002/anie.201708614 · Cited by 733 · see citing works
Materials and Structures toward Soft Electronics
Wang, C., Wang, C., Huang, Z., & Xu, S. H. (2018) · Advanced Materials · doi:10.1002/adma.201801368 · Cited by 671 · see citing works
Yan, X., Liu, Z., Zhang, Q., Lopez, J., Wang, H., Wu, H., Niu, S., Yan, H., Wang, S., Lei, T., et al. (2018) · Journal of the American Chemical Society · doi:10.1021/jacs.8b01682 · Cited by 635 · see citing works
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Xiong, J., Chen, J., & Lee, P. S. (2020) · Advanced Materials · doi:10.1002/adma.202002640 · Cited by 640 · see citing works
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Wang, Z., Cong, Y., & Fu, J. (2020) · Journal of Materials Chemistry B · doi:10.1039/c9tb02570g · Cited by 606 · see citing works
Self‐Healing Hydrogels: The Next Paradigm Shift in Tissue Engineering?
Talebian, S., Mehrali, M., Taebnia, N., Pennisi, C. P., Kadumudi, F. B., Foroughi, J., Hasany, M., Nikkhah, M., Akbari, M., Orive, G., et al. (2019) · Advanced Science · doi:10.1002/advs.201801664 · Cited by 603 · see citing works
Multifunctional Skin‐Inspired Flexible Sensor Systems for Wearable Electronics
Xu, K., Lu, Y., & Takei, K. (2019) · Advanced Materials Technologies · doi:10.1002/admt.201800628 · Cited by 602 · see citing works
Nanomaterial-Enabled Wearable Sensors for Healthcare
Yao, S., Swetha, P., & Zhu, Y. (2018) · Advanced Healthcare Materials · doi:10.1002/adhm.201700889 · Cited by 576 · see citing works
Sun, X., Qin, Z., Ye, L., Zhang, H., Yu, Q., Wu, X., Li, J., & Yao, F. (2019) · Chemical Engineering Journal · doi:10.1016/j.cej.2019.122832 · Cited by 552 · see citing works
Auxetic Mechanical Metamaterials to Enhance Sensitivity of Stretchable Strain Sensors
Jiang, Y., Liu, Z., Matsuhisa, N., Qi, D., Leow, W. R., Yang, H., Yu, J., Chen, G., Liu, Y., Wan, C., et al. (2018) · Advanced Materials · doi:10.1002/adma.201706589 · Cited by 544 · see citing works
El‐Husseiny, H. M., Mady, E. A., Hamabe, L., Abugomaa, A., Shimada, K., Yoshida, T., Tanaka, T., Yokoi, A., Elbadawy, M., & Tanaka, R. (2021) · Materials Today Bio · doi:10.1016/j.mtbio.2021.100186 · Cited by 541 · see citing works
Development of Conductive Hydrogels for Fabricating Flexible Strain Sensors
Li, G., Li, C., Li, G., Yu, D., Song, Z., Wang, H., Liu, X., Liu, H., & Liu, W. (2021) · Small · doi:10.1002/smll.202101518 · Cited by 511 · see citing works
Multifunctional conductive hydrogel-based flexible wearable sensors
Wang, L., Xu, T., & Zhang, X. (2021) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2020.116130 · Cited by 507 · see citing works
Wang, T., Zhang, Y., Liu, Q., Cheng, W. M., Wang, X., Pan, L., Xu, B., & Xu, H. (2017) · Advanced Functional Materials · doi:10.1002/adfm.201705551 · Cited by 494 · see citing works
Jing, X., Mi, H.-Y., Lin, Y.-J., Enriquez, E., Peng, X.-F., & Turng, L. (2018) · ACS Applied Materials and Interfaces · doi:10.1021/acsami.8b06475 · Cited by 423 · see citing works
Cho, S., Hwang, S. Y., Oh, D. X., & Park, J. (2021) · Journal of Materials Chemistry A · doi:10.1039/d1ta02308j · Cited by 491 · see citing works
Graphene-based wearable piezoresistive physical sensors
Zheng, Q., Lee, J., Shen, X., Chen, X., & Kim, J. (2020) · Materials Today · doi:10.1016/j.mattod.2019.12.004 · Cited by 485 · see citing works
Mussel‐Inspired Hydrogels for Self‐Adhesive Bioelectronics
Xie, C., Wang, X., He, H., Ding, Y., & Lu, X. (2020) · Advanced Functional Materials · doi:10.1002/adfm.201909954 · Cited by 484 · see citing works
Mathew, V., Sambandam, B., Kim, S., Kim, S., Park, S., Lee, S., Alfaruqi, M. H., Soundharrajan, V., Islam, S., Putro, D. Y., et al. (2020) · ACS Energy Letters · doi:10.1021/acsenergylett.0c00740 · Cited by 480 · see citing works
Ultrastretchable and Self-Healing Double-Network Hydrogel for 3D Printing and Strain Sensor
Liu, S., & Li, L. (2017) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.7b07445 · Cited by 456 · see citing works
Shi, X., Wang, H., Xie, X., Xue, Q., Zhang, J., Kang, S., Wang, C., Liang, J., & Chen, Y. (2018) · ACS Nano · doi:10.1021/acsnano.8b07805 · Cited by 452 · see citing works
Zhao, S., Li, J., Cao, D., Zhang, G., Li, J., Li, K., Yang, Y., Wang, W., Jin, Y., Sun, R., et al. (2017) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b13800 · Cited by 441 · see citing works
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Ding, Y., Zhang, J., Chang, L., Zhang, X., Liu, H., & Jiang, L. (2017) · Advanced Materials · doi:10.1002/adma.201704253 · Cited by 437 · see citing works
Chen, J., Peng, Q., Thundat, T. G., & Zeng, H. (2019) · Chemistry of Materials · doi:10.1021/acs.chemmater.9b01239 · Cited by 437 · see citing works
Self-citationRational Design of Nanostructured Electrode Materials toward Multifunctional Supercapacitors
Yan, J. W., Li, S., Lan, B., Wu, Y., & Lee, P. S. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201902564 · Cited by 429 · see citing works
Self-citationParida, K., Thangavel, G., Cai, G., Zhou, X., Park, S., Xiong, J., & Lee, P. S. (2019) · Nature Communications · doi:10.1038/s41467-019-10061-y · Cited by 429 · see citing works
Self-citationNanocomposite hydrogel-based strain and pressure sensors: a review
Sun, X., Yao, F., & Li, J. (2020) · Journal of Materials Chemistry A · doi:10.1039/d0ta06965e · Cited by 422 · see citing works
Zhang, J., Wan, L., Gao, Y., Fang, X., Lu, T., Pan, L., & Xuan, F. (2019) · Advanced Electronic Materials · doi:10.1002/aelm.201900285 · Cited by 424 · see citing works
Eom, Y., Kim, S., Lee, M., Jeon, H., Park, J., Lee, E. S., Hwang, S. Y., Park, J., & Oh, D. X. (2021) · Nature Communications · doi:10.1038/s41467-021-20931-z · Cited by 420 · see citing works
Deep learning-enabled triboelectric smart socks for IoT-based gait analysis and VR applications
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Supramolecular nanofibrillar hydrogels as highly stretchable, elastic and sensitive ionic sensors
Zhang, X., Sheng, N., Wang, L., Tan, Y., Liu, C., Xia, Y., Nie, Z., & Sui, K. (2018) · Materials Horizons · doi:10.1039/c8mh01188e · Cited by 414 · see citing works
Natural Biopolymer-Based Biocompatible Conductors for Stretchable Bioelectronics
Wang, C., Yokota, T., & Someya, T. (2021) · Chemical Reviews · doi:10.1021/acs.chemrev.0c00897 · Cited by 416 · see citing works
An Anti‐Swellable Hydrogel Strain Sensor for Underwater Motion Detection
Ren, J., Liu, Y., Wang, Z., Chen, S., Ma, Y., Wei, H. Z., & Lü, S. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202107404 · Cited by 401 · see citing works
Wang, D., Xu, J., Chen, J., Hu, P., Wang, Y., Jiang, W., & Fu, J. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201907109 · Cited by 400 · see citing works
Self-citationThe Evolution of Flexible Electronics: From Nature, Beyond Nature, and To Nature
Wang, P., Hu, M., Wang, H., Chen, Z., Feng, Y., Wang, J., Ling, W., & Huang, Y. (2020) · Advanced Science · doi:10.1002/advs.202001116 · Cited by 396 · see citing works
Self-citationNaturally sourced hydrogels: emerging fundamental materials for next-generation healthcare sensing
Wang, Z., Wei, H. Z., Huang, Y., Wei, Y., & Chen, J. (2023) · Chemical Society Reviews · doi:10.1039/d2cs00813k · Cited by 400 · see citing works
Self-citationWang, Z., Chen, J., Cong, Y., Zhang, H., Xu, T., Nie, L., & Fu, J. (2018) · Chemistry of Materials · doi:10.1021/acs.chemmater.8b03999 · Cited by 396 · see citing works
Self-citationZhao, L., Ren, Z. J., Liu, X., Ling, Q., Li, Z., & Gu, H. (2021) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.1c01343 · Cited by 398 · see citing works
Conductive Hydrogel- and Organohydrogel-Based Stretchable Sensors
Wu, Z., Yang, X., & Wu, J. (2021) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.0c21841 · Cited by 394 · see citing works
Recent Progress in Essential Functions of Soft Electronic Skin
Chen, J., Zhu, Y., Chang, X., Pan, D., Song, G., Guo, Z., & Naik, N. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202104686 · Cited by 395 · see citing works
Self-citationSelf-healing conductive hydrogels: preparation, properties and applications
Deng, Z., Wang, H., Ma, P. X., & Guo, B. (2019) · Nanoscale · doi:10.1039/c9nr09283h · Cited by 385 · see citing works
Qin, Z., Sun, X., Yu, Q., Zhang, H., Wu, X., Yao, M., Liu, W., Yao, F., & Li, J. (2020) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.9b21659 · Cited by 384 · see citing works
Qin, Y., Mo, J., Liu, Y., Zhang, S., Wang, J., Fu, Q., Wang, S., & Nie, S. (2022) · Advanced Functional Materials · doi:10.1002/adfm.202201846 · Cited by 384 · see citing works
Self-citationWen, J., Tang, J., Ning, H., Hu, N., Zhu, Y., Gong, Y., Xu, C., Zhao, Q., Jiang, X., Hu, X., et al. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202011176 · Cited by 374 · see citing works
Zheng, Y., Li, Y., Dai, K., Wang, Y., Zheng, G., Liu, C., & Shen, C. (2018) · Composites Science and Technology · doi:10.1016/j.compscitech.2018.01.019 · Cited by 369 · see citing works
Functional Conductive Hydrogels for Bioelectronics
Fu, F., Wang, J., Zeng, H., & Yu, J. (2020) · ACS Materials Letters · doi:10.1021/acsmaterialslett.0c00309 · Cited by 364 · see citing works
Self-citationCao, X., Xiong, Y., Sun, J., Xie, X., Sun, Q., & Wang, Z. L. (2022) · Nano-Micro Letters · doi:10.1007/s40820-022-00981-8 · Cited by 371 · see citing works
Sun, H., Zhao, Y., Wang, C., Zhou, K., Yan, C., Zheng, G., Huang, J., Dai, K., Liu, C., & Shen, C. (2020) · Nano Energy · doi:10.1016/j.nanoen.2020.105035 · Cited by 364 · see citing works
Chen, G., Huang, J., Gu, J., Peng, S., Xiang, X., Chen, K., Yang, X., Guan, L., Jiang, X., & Hou, L. (2020) · Journal of Materials Chemistry A · doi:10.1039/d0ta00002g · Cited by 359 · see citing works
Jing, X., Mi, H., Peng, X., & Turng, L. (2018) · Carbon · doi:10.1016/j.carbon.2018.04.065 · Cited by 349 · see citing works
Natural skin-inspired versatile cellulose biomimetic hydrogels
Lin, F., Wang, Z., Shen, Y., Tang, L., Zhang, P., Wang, Y., Chen, Y., Huang, B., & Lu, B. (2019) · Journal of Materials Chemistry A · doi:10.1039/c9ta10502f · Cited by 352 · see citing works
Qiao, H., Qi, P., Zhang, X., Wang, L., Tan, Y., Luan, Z., Xia, Y., Li, Y., & Sui, K. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b20380 · Cited by 337 · see citing works
Wu, J., Wu, Z., Lü, X., Han, S., Yang, B., Gui, X., Tao, K., Miao, J., & Liu, C. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b20267 · Cited by 334 · see citing works
Cai, Y., Shen, J., Yang, C., Wan, Y., Tang, H., Aljarb, A. A., Chen, C., Fu, J., Wei, X., Huang, K., et al. (2020) · Science Advances · doi:10.1126/sciadv.abb5367 · Cited by 333 · see citing works
Ge, G., Cai, Y., Dong, Q., Zhang, Y., Shao, J., Huang, W., & Dong, X. (2018) · Nanoscale · doi:10.1039/c8nr02813c · Cited by 332 · see citing works
Tao, K., Chen, Z., Yu, J., Zeng, H., Wu, J., Wu, Z., Jia, Q., Li, P., Fu, Y., Chang, H., et al. (2022) · Advanced Science · doi:10.1002/advs.202104168 · Cited by 333 · see citing works
Zheng, C., Lu, K., Lu, Y. Q., Zhu, S., Yue, Y., Xu, X., Mei, C., Xiao, H., Wu, Q., & Han, J. (2020) · Carbohydrate Polymers · doi:10.1016/j.carbpol.2020.116905 · Cited by 326 · see citing works
Multifunctional conductive hydrogels and their applications as smart wearable devices
Chen, Z., Chen, Y., Hedenqvist, M. S., Chen, C., Cai, C., Li, H., Liu, H., & Fu, J. (2021) · Journal of Materials Chemistry B · doi:10.1039/d0tb02929g · Cited by 323 · see citing works
Zhang, Q., Liu, X., Duan, L., & Gao, G. (2019) · Chemical Engineering Journal · doi:10.1016/j.cej.2019.02.014 · Cited by 318 · see citing works
Somatosensory actuator based on stretchable conductive photothermally responsive hydrogel
Zhao, Y., Lo, C., Ruan, L., Pi, C.-H., Kim, C., Alsaid, Y., Frenkel, I., Rico, R., Tsao, T., & He, X. (2021) · Science Robotics · doi:10.1126/scirobotics.abd5483 · Cited by 319 · see citing works
Sun, H., Zhao, Y. D., Jiao, S., Wang, C., Jia, Y., Dai, K., Zheng, G., Liu, C., Wan, P., & Shen, C. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202101696 · Cited by 318 · see citing works
Self-Healing, Self-Adhesive Silk Fibroin Conductive Hydrogel as a Flexible Strain Sensor
Zheng, H., Nan, L., He, Y., & Zuo, B. (2021) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.1c08395 · Cited by 317 · see citing works
Wang, Q., Pan, X., Lin, C., Lin, D., Ni, Y., Chen, L., Huang, L., Cao, S., & Ma, X. (2019) · Chemical Engineering Journal · doi:10.1016/j.cej.2019.03.287 · Cited by 312 · see citing works
Bio-inspired self-healing structural color hydrogel
Fu, F., Chen, Z., Zhao, Z., Wang, H., Shang, L., Gu, Z., & Zhao, Y. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1703616114 · Cited by 303 · see citing works
Liu, H., Wang, X., Cao, Y., Yang, Y., Yang, Y., Gao, Y., Ma, Z., Wang, J., Wang, W., & Wu, D. (2020) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.0c06067 · Cited by 301 · see citing works
Self-citationRecent advances in designing conductive hydrogels for flexible electronics
Peng, Q., Chen, J., Wang, T., Peng, X., Liu, J., Wang, X., Wang, J., & Zeng, H. (2020) · InfoMat · doi:10.1002/inf2.12113 · Cited by 298 · see citing works
Self-citationJing, X., Li, H., Mi, H., Liu, Y.-J., Feng, P.-Y., Tan, Y.-M., & Turng, L. (2019) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2019.05.082 · Cited by 292 · see citing works
Su, G., Yin, S., Guo, Y., Zhao, F., Guo, Q., Zhang, X., Zhou, T., & Yu, G. (2021) · Materials Horizons · doi:10.1039/d1mh00085c · Cited by 294 · see citing works
Zhao, X., Chen, F., Li, Y., Han, L., Zhang, N., & Ma, M. (2018) · Nature Communications · doi:10.1038/s41467-018-05904-z · Cited by 293 · see citing works
Ge, W., Cao, S., Shen, F., Wang, Y., Ren, J., & Wang, X. (2019) · Carbohydrate Polymers · doi:10.1016/j.carbpol.2019.115147 · Cited by 290 · see citing works
Stimuli-responsive conductive hydrogels: design, properties, and applications
Deng, Z., Yu, R., & Guo, B. (2021) · Materials Chemistry Frontiers · doi:10.1039/d0qm00868k · Cited by 289 · see citing works
Bioinspired conductive cellulose liquid-crystal hydrogels as multifunctional electrical skins
Zhang, Z., Chen, Z., Wang, Y., & Zhao, Y. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2007032117 · Cited by 287 · see citing works
Guo, Y., Wei, X., Gao, S., Yue, W., Li, Y., & Shen, G. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202104288 · Cited by 280 · see citing works
Zhang, L., He, Y., Cheng, S., Sheng, H., Dai, K., Zheng, W. J., Wang, M. X., Chen, Z. S., Chen, Y. M., & Suo, Z. (2019) · Small · doi:10.1002/smll.201804651 · Cited by 280 · see citing works
Pu, J., Zhao, X., Zha, X., Bai, L., Ke, K., Bao, R., Liu, Z., Yang, M., & Yang, W. M. (2019) · Journal of Materials Chemistry A · doi:10.1039/c9ta04352g · Cited by 280 · see citing works
Xia, S., Zhang, Q., Song, S., Duan, L., & Gao, G. (2019) · Chemistry of Materials · doi:10.1021/acs.chemmater.9b03919 · Cited by 268 · see citing works
Li, S., Wang, L., Zheng, W., Yang, G., & Jiang, X. (2020) · Advanced Functional Materials · doi:10.1002/adfm.202002370 · Cited by 267 · see citing works
Self-citationSelf‐Healing Hydrogel Bioelectronics
Li, Z., Lu, J., Ji, T., Xue, Y., Zhao, L., Zhao, K., Jia, B., Wang, B., Wang, J., Zhang, S., et al. (2023) · Advanced Materials · doi:10.1002/adma.202306350 · Cited by 267 · see citing works
Self-citationHydrogel-Based Sensor Networks: Compositions, Properties, and Applications—A Review
Sun, X., Agate, S., Salem, K. S., Lucia, L. A., & Pal, L. (2020) · ACS Applied Bio Materials · doi:10.1021/acsabm.0c01011 · Cited by 263 · see citing works
Dang, C., Wang, M., Yu, J., Chen, Y., Zhou, S., Feng, X., Liu, D., & Qi, H. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201902467 · Cited by 263 · see citing works
Ren, M., Zhou, Y., Wang, Y., Zheng, G., Dai, K., Liu, C., & Shen, C. (2018) · Chemical Engineering Journal · doi:10.1016/j.cej.2018.12.025 · Cited by 263 · see citing works
Huang, J., Peng, S., Gu, J., Chen, G., Gao, J., Zhang, J. C., Hou, L., Yang, X., Jiang, X., & Guan, L. (2020) · Materials Horizons · doi:10.1039/d0mh00100g · Cited by 260 · see citing works
Liu, Z., Qi, D., Hu, G., Wang, H., Jiang, Y., Chen, G., Luo, Y., Loh, X. J., Liedberg, B., & Chen, X. (2017) · Advanced Materials · doi:10.1002/adma.201704229 · Cited by 260 · see citing works
Xia, S., Song, S., & Gao, G. (2018) · Chemical Engineering Journal · doi:10.1016/j.cej.2018.08.053 · Cited by 259 · see citing works
Sweat-based wearable energy harvesting-storage hybrid textile devices
Lv, J., Jeerapan, I., Tehrani, F., Yin, L., Silva‐López, C., Jang, J., Joshuia, D., Shah, R., Liang, Y., Xie, L., et al. (2018) · Energy & Environmental Science · doi:10.1039/c8ee02792g · Cited by 259 · see citing works
Self-citationHe, P., Wu, J., Pan, X., Chen, L., Liu, K., Gao, H., Wu, H., Cao, S., Huang, L., & Ni, Y. (2020) · Journal of Materials Chemistry A · doi:10.1039/c9ta12940e · Cited by 258 · see citing works
Polyvinyl Alcohol-Stabilized Liquid Metal Hydrogel for Wearable Transient Epidermal Sensors
Liao, M., Liao, H., Ye, J., Wan, P., & Zhang, L. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.9b16675 · Cited by 253 · see citing works
Hysteresis‐Free Nanoparticle‐Reinforced Hydrogels
Meng, X., Qiao, Y., Do, C., Bras, W., He, C., Ke, Y., Russell, T. P., & Qiu, D. (2021) · Advanced Materials · doi:10.1002/adma.202108243 · Cited by 254 · see citing works
Li, W., Ke, K., Jia, J. F., Pu, J., Zhao, X., Bao, R., Liu, Z., Bai, L., Zhang, K., Yang, M., et al. (2021) · Small · doi:10.1002/smll.202103734 · Cited by 255 · see citing works
Self-healing chitosan/vanillin hydrogels based on Schiff-base bond/hydrogen bond hybrid linkages
Xu, C., Zhan, W., Tang, X., Mo, F., Fu, L., & Lin, B. (2018) · Polymer Testing · doi:10.1016/j.polymertesting.2018.01.016 · Cited by 246 · see citing works
Nasiri, R., Shamloo, A., Ahadian, S., Amirifar, L., Akbari, J., Goudie, M. J., Lee, K., Ashammakhi, N. A., Dokmeci, M. R., Carlo, D. D., et al. (2020) · Small · doi:10.1002/smll.202000171 · Cited by 246 · see citing works
- Authors
- Cai, G., Wang, J., Qian, K., Chen, J., Li, S., & Lee, P. S.
- Affiliations
- Nanyang Technological University (SG)
- Corresponding author
- Lee, Pooi See
- Venue
- Advanced Science
- Publisher
- Wiley
- Published
- 2016-09-07
- Volume
- 4
- Issue
- 2
- Pages
- 1600190-1600190
- ISSN
- 2198-3844 (ISSN-L)
- PMC
- PMC5323873
- OpenAlex
- W2515175659
- Cited by
- 921
- References
- 50
- Citations by year
- 2026: 25 · 2025: 61 · 2024: 75 · 2023: 94 · 2022: 137 · 2021: 159 · 2020: 145 · 2019: 139 · 2018: 59 · 2017: 26 · 2016: 1
- FWCI
- 36.16
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Advanced Science (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DR-NTU (Nanyang Technological University) (submittedVersion, cc-by)
- Funders
- National Research Foundation (NRF‐NRFI201605, NRF‐CRP13‐2014‐02)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Materials Science › Polymers and Plastics › Polymer composites and self-healing
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Nanomaterials and Printing Technologies
- Keywords
- stretchable strain sensors, self-healing hydrogels, conductive hydrogels, human motion detection, gauge factor
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