Bio-inspired Design and Additive Manufacturing of Soft Materials, Machines, Robots, and Haptic Interfaces
Shuo Li
Department of Materials Science and Engineering, Cornell University, USA
Search for more papers by this authorHedan Bai
Sibley School of Mechanical and Aerospace Engineering, Cornell University, USA
Search for more papers by this authorCorresponding Author
Prof. Robert F. Shepherd
Department of Materials Science and Engineering, Cornell University, USA
Sibley School of Mechanical and Aerospace Engineering, Cornell University, USA
Search for more papers by this authorCorresponding Author
Prof. Huichan Zhao
Department of Mechanical Engineering, Tsinghua University, China
Search for more papers by this authorShuo Li
Department of Materials Science and Engineering, Cornell University, USA
Search for more papers by this authorHedan Bai
Sibley School of Mechanical and Aerospace Engineering, Cornell University, USA
Search for more papers by this authorCorresponding Author
Prof. Robert F. Shepherd
Department of Materials Science and Engineering, Cornell University, USA
Sibley School of Mechanical and Aerospace Engineering, Cornell University, USA
Search for more papers by this authorCorresponding Author
Prof. Huichan Zhao
Department of Mechanical Engineering, Tsinghua University, China
Search for more papers by this authorGraphical Abstract
Abstract
Soft materials possess several distinctive characteristics, such as controllable deformation, infinite degrees of freedom, and self-assembly, which make them promising candidates for building soft machines, robots, and haptic interfaces. In this Review, we give an overview of recent advances in these areas, with an emphasis on two specific topics: bio-inspired design and additive manufacturing. Biology is an abundant source of inspiration for functional materials and systems that mimic the function or mechanism of biological tissues, agents, and behaviors. Additive manufacturing has enabled the fabrication of materials and structures prevalent in biology, thereby leading to more-capable soft robots and machines. We believe that bio-inspired design and additive manufacturing have been, and will continue to be, important tools for the design of soft robots.
Conflict of interest
The authors declare no conflict of interest.
References
- 1I. W. Hamley, Introduction to Soft Matter, Revised Edition, Wiley, Chichester, 2007.
10.1002/9780470517338 Google Scholar
- 2S. Kim, C. Laschi, B. Trimmer, Trends Biotechnol. 2013, 31, 287–294.
- 3Z. X. Khoo, J. E. M. Teoh, Y. Liu, C. K. Chua, S. Yang, J. An, K. F. Leong, W. Y. Yeong, Virtual Phys. Prototyp. 2015, 10, 103–122.
- 4I. W. Hamley, V. Castelletto, Angew. Chem. Int. Ed. 2007, 46, 4442–4455; Angew. Chem. 2007, 119, 4524–4538.
- 5R. H. Baughman, Science 2005, 308, 63–65.
- 6L. Hines, K. Petersen, G. Z. Lum, M. Sitti, Adv. Mater. 2017, 29, 1603483.
- 7P. Polygerinos, N. Correll, S. A. Morin, B. Mosadegh, C. D. Onal, K. Petersen, M. Cianchetti, M. T. Tolley, R. F. Shepherd, Adv. Eng. Mater. 2017, 19, 1700016.
- 8J. H. Pikul, S. Li, H. Bai, R. T. Hanlon, I. Cohen, R. F. Shepherd, Science 2017, 358, 210–214.
- 9F. Ilievski, A. D. Mazzeo, R. F. Shepherd, X. Chen, G. M. Whitesides, Angew. Chem. Int. Ed. 2011, 50, 1890–1895; Angew. Chem. 2011, 123, 1930–1935.
- 10G. M. Whitesides, Interface Focus 2015, 5, 20150031.
- 11T. J. Wallin, J. Pikul, R. F. Shepherd, Nat. Rev. Mater. 2018, 3, 84–100.
- 12Z. Qin, B. G. Compton, J. A. Lewis, M. J. Buehler, Nat. Commun. 2015, 6, 7038.
- 13S. Roh, D. P. Parekh, B. Bharti, S. D. Stoyanov, O. D. Velev, Adv. Mater. 2017, 29, 1701554.
- 14D. K. Patel, A. H. Sakhaei, M. Layani, B. Zhang, Q. Ge, S. Magdassi, Adv. Mater. 2017, 29, 1606000.
- 15T. J. Wallin, J. H. Pikul, S. Bodkhe, B. N. Peele, B. C. Mac Murray, D. Therriault, B. W. McEnerney, R. P. Dillon, E. P. Giannelis, R. F. Shepherd, J. Mater. Chem. B 2017, 5, 6249–6255.
- 16R. F. Shepherd, F. Ilievski, W. Choi, S. A. Morin, A. A. Stokes, A. D. Mazzeo, X. Chen, M. Wang, G. M. Whitesides, Proc. Natl. Acad. Sci. USA 2011, 108, 20400–20403.
- 17M. T. Tolley, R. F. Shepherd, B. Mosadegh, K. C. Galloway, M. Wehner, M. Karpelson, R. J. Wood, G. M. Whitesides, Soft Robot. 2014, 1, 213–223.
- 18M. Wehner, M. T. Tolley, Y. Mengüç, Y.-L. Park, A. Mozeika, Y. Ding, C. Onal, R. F. Shepherd, G. M. Whitesides, R. J. Wood, Soft Robot. 2014, 1, 263–274.
- 19M. T. Tolley, R. F. Shepherd, M. Karpelson, N. W. Bartlett, K. C. Galloway, M. Wehner, R. Nunes, G. M. Whitesides, R. J. Wood, in 2014 IEEE/RSJ Int. Conf. Intell. Robot. Syst., IEEE, 2014, pp. 561–566.
- 20R. F. Shepherd, A. A. Stokes, J. Freake, J. Barber, P. W. Snyder, A. D. Mazzeo, L. Cademartiri, S. A. Morin, G. M. Whitesides, Angew. Chem. Int. Ed. 2013, 52, 2892–2896; Angew. Chem. 2013, 125, 2964–2968.
- 21Z. Suo, Acta Mech. Solida Sin. 2010, 23, 549–578.
- 22R. Pelrine, R. Kornbluh, Q. Pei, J. Joseph, Science 2000, 287, 836–839.
- 23C. Keplinger, J.-Y. Sun, C. C. Foo, P. Rothemund, G. M. Whitesides, Z. Suo, Science 2013, 341, 984–987.
- 24F. Carpi, A. Migliore, G. Serra, D. De Rossi, Smart Mater. Struct. 2005, 14, 1210–1216.
- 25H. Zhao, A. M. Hussain, M. Duduta, D. M. Vogt, R. J. Wood, D. R. Clarke, Adv. Funct. Mater. 2018, 28, 1804328.
- 26P. Lotz, M. Matysek, H. F. Schlaak, IEEE/ASME Trans. Mechatronics 2011, 16, 58–66.
- 27J. Shintake, V. Cacucciolo, H. Shea, D. Floreano, Soft Robot. 2018, 5, 466–474.
- 28E. Acome, S. K. Mitchell, T. G. Morrissey, M. B. Emmett, C. Benjamin, M. King, M. Radakovitz, C. Keplinger, Science 2018, 359, 61–65.
- 29N. Kellaris, V. Gopaluni Venkata, G. M. Smith, S. K. Mitchell, C. Keplinger, Sci. Robot. 2018, 3, eaar 3276.
- 30A. Poulin, S. Rosset, H. R. Shea, Appl. Phys. Lett. 2015, 107, 244104.
- 31Y. Hu, G. Wu, T. Lan, J. Zhao, Y. Liu, W. Chen, Adv. Mater. 2015, 27, 7867–7873.
- 32Q. Li, C. Liu, Y.-H. Lin, L. Liu, K. Jiang, S. Fan, ACS Nano 2015, 9, 409–418.
- 33M. Wagner, T. Chen, K. Shea, 3D Print. Addit. Manuf. 2017, 4, 133–142.
- 34T. Chen, O. R. Bilal, K. Shea, C. Daraio, Proc. Natl. Acad. Sci. USA 2018, 115, 5698–5702.
- 35A. Lendlein, Sci. Robot. 2018, 3, eaat 9090.
- 36B. Jin, H. Song, R. Jiang, J. Song, Q. Zhao, T. Xie, Sci. Adv. 2018, 4, eaao 3865.
- 37C. Ohm, M. Brehmer, R. Zentel, Adv. Mater. 2010, 22, 3366–3387.
- 38H. Aharoni, Y. Xia, X. Zhang, R. D. Kamien, S. Yang, Proc. Natl. Acad. Sci. USA 2018, 115, 7206–7211.
- 39C. P. Ambulo, J. J. Burroughs, J. M. Boothby, H. Kim, M. R. Shankar, T. H. Ware, ACS Appl. Mater. Interfaces 2017, 9, 37332–37339.
- 40A. Kotikian, R. L. Truby, J. W. Boley, T. J. White, J. A. Lewis, Adv. Mater. 2018, 30, 1706164.
- 41S. Li, Y. Tu, H. Bai, Y. Hibi, L. W. Wiesner, W. Pan, K. Wang, E. P. Giannelis, R. F. Shepherd, Macromol. Rapid Commun. 2019, 40, 1800815.
- 42T. Ikeda, J. Mamiya, Y. Yu, Angew. Chem. Int. Ed. 2007, 46, 506–528; Angew. Chem. 2007, 119, 512–535.
- 43G. Allen, S. L. Aggarwal, S. Russo, Comprehensive Polymer Science: Supplement, Pergamon Press, Oxford, 1992..
- 44C. D. Eisenbach, Polymer 1980, 21, 1175–1179.
- 45C. L. van Oosten, C. W. M. Bastiaansen, D. J. Broer, Nat. Mater. 2009, 8, 677–682.
- 46H. Zeng, O. M. Wani, P. Wasylczyk, R. Kaczmarek, A. Priimagi, Adv. Mater. 2017, 29, 1701814.
- 47H. Zeng, O. M. Wani, P. Wasylczyk, A. Priimagi, Macromol. Rapid Commun. 2018, 39, 1700224.
- 48C. Huang, J. Lv, X. Tian, Y. Wang, Y. Yu, J. Liu, Sci. Rep. 2015, 5, 17414.
- 49S. Palagi, A. G. Mark, S. Y. Reigh, K. Melde, T. Qiu, H. Zeng, C. Parmeggiani, D. Martella, A. Sanchez-Castillo, N. Kapernaum, et al., Nat. Mater. 2016, 15, 647–653.
- 50J. Kim, S. E. Chung, S.-E. Choi, H. Lee, J. Kim, S. Kwon, Nat. Mater. 2011, 10, 747–752.
- 51M. Boncheva, S. A. Andreev, L. Mahadevan, A. Winkleman, D. R. Reichman, M. G. Prentiss, S. Whitesides, G. M. Whitesides, Proc. Natl. Acad. Sci. USA 2005, 102, 3924–3929.
- 52G. Z. Lum, Z. Ye, X. Dong, H. Marvi, O. Erin, W. Hu, M. Sitti, Proc. Natl. Acad. Sci. USA 2016, 113, E 6007–E6015.
- 53H.-W. Huang, M. S. Sakar, A. J. Petruska, S. Pané, B. J. Nelson, Nat. Commun. 2016, 7, 12263.
- 54H. Lu, M. Zhang, Y. Yang, Q. Huang, T. Fukuda, Z. Wang, Y. Shen, Nat. Commun. 2018, 9, 3944.
- 55W. Hu, G. Z. Lum, M. Mastrangeli, M. Sitti, Nature 2018, 554, 81–85.
- 56S. Tasoglu, E. Diller, S. Guven, M. Sitti, U. Demirci, Nat. Commun. 2014, 5, 3124.
- 57Y. Kim, H. Yuk, R. Zhao, S. A. Chester, X. Zhao, Nature 2018, 558, 274–279.
- 58H. Okuzaki, T. Kuwabara, T. Kunugi, J. Polym. Sci. Part B 1998, 36, 2237–2246.
10.1002/(SICI)1099-0488(19980915)36:12<2237::AID-POLB20>3.0.CO;2-# CAS Web of Science® Google Scholar
- 59M. Ma, L. Guo, D. G. Anderson, R. Langer, Science 2013, 339, 186–189.
- 60A. Grinthal, J. Aizenberg, Chem. Soc. Rev. 2013, 42, 7072–7085.
- 61S. Tibbits, Archit. Des. 2014, 84, 116–121.
- 62S. E. Bakarich, R. Gorkin, M. In Het Panhuis, G. M. Spinks, Macromol. Rapid Commun. 2015, 36, 1211–1217.
- 63A. Sydney Gladman, E. A. Matsumoto, R. G. Nuzzo, L. Mahadevan, J. A. Lewis, Nat. Mater. 2016, 15, 413–418.
- 64J. Odent, T. J. Wallin, W. Pan, K. Kruemplestaedter, R. F. Shepherd, E. P. Giannelis, Adv. Funct. Mater. 2017, 27, 1701807.
- 65H. Yuk, S. Lin, C. Ma, M. Takaffoli, N. X. Fang, X. Zhao, Nat. Commun. 2017, 8, 14230.
- 66A. Miriyev, K. Stack, H. Lipson, Nat. Commun. 2017, 8, 596.
- 67K. W. Kwan, S. J. Li, N. Y. Hau, W. Li, S. P. Feng, A. H. W. Ngan, Sci. Robot. 2018, 3, eaat 4051.
- 68G. M. Whitesides, Angew. Chem. Int. Ed. 2018, 57, 4258–4273; Angew. Chem. 2018, 130, 4336–4353.
- 69S. I. Rich, R. J. Wood, C. Majidi, Nat. Electron. 2018, 1, 102–112.
- 70M. L. Hammock, A. Chortos, B. C. K. Tee, J. B. H. Tok, Z. Bao, Adv. Mater. 2013, 25, 5997–6038.
- 71K. Takei, T. Takahashi, J. C. Ho, H. Ko, A. G. Gillies, P. W. Leu, R. S. Fearing, A. Javey, Nat. Mater. 2010, 9, 821–826.
- 72D.-H. Kim et al., Science 2011, 333, 838–843.
- 73S. Li, H. Zhao, R. F. Shepherd, MRS Bull. 2017, 42, 138–142.
- 74H. Wang, M. Totaro, L. Beccai, Adv. Sci. 2018, 5, 1800541.
- 75J.-Y. Sun, C. Keplinger, G. M. Whitesides, Z. Suo, Adv. Mater. 2014, 26, 7608–7614.
- 76T. Helps, J. Rossiter, Soft Robot. 2018, 5, 175–189.
- 77C. Majidi, R. Kramer, R. J. Wood, Smart Mater. Struct. 2011, 20, 105017.
- 78N. Lu, C. Lu, S. Yang, J. Rogers, Adv. Funct. Mater. 2012, 22, 4044–4050.
- 79D. J. Lipomi, M. Vosgueritchian, B. C. K. Tee, S. L. Hellstrom, J. A. Lee, C. H. Fox, Z. Bao, Nat. Nanotechnol. 2011, 6, 788–792.
- 80S. Araby, L. Zhang, H.-C. Kuan, J.-B. Dai, P. Majewski, J. Ma, Polymer 2013, 54, 3663–3670.
- 81C. Wang, C. Wang, Z. Huang, S. Xu, Adv. Mater. 2018, 30, 1801368.
- 82S. S. Robinson, K. W. O'Brien, H. Zhao, B. N. Peele, C. M. Larson, B. C. Mac Murray, I. M. Van Meerbeek, S. N. Dunham, R. F. Shepherd, Extrem. Mech. Lett. 2015, 5, 47–53.
- 83A. Frutiger, J. T. Muth, D. M. Vogt, Y. Mengüç, A. Campo, A. D. Valentine, C. J. Walsh, J. A. Lewis, Adv. Mater. 2015, 27, 2440–2446.
- 84L.-Y. Zhou, Q. Gao, J.-F. Zhan, C.-Q. Xie, J.-Z. Fu, Y. He, ACS Appl. Mater. Interfaces 2018, 10, 23208–23217.
- 85J. T. Muth, D. M. Vogt, R. L. Truby, Y. Mengüç, D. B. Kolesky, R. J. Wood, J. A. Lewis, Adv. Mater. 2014, 26, 6307–6312.
- 86R. L. Truby, M. Wehner, A. K. Grosskopf, D. M. Vogt, S. G. M. Uzel, R. J. Wood, J. A. Lewis, Adv. Mater. 2018, 30, 1706383.
- 87J. I. Vukusic, Opt. Acta Int. J. Opt. 1986, 33, 685.
10.1080/716099703 Google Scholar
- 88H. Zhao, R. Huang, R. F. Shepherd, in 2016 IEEE Int. Conf. Robot. Autom., IEEE, 2016, pp. 4008–4013.
- 89C. To, T. L. Hellebrekers, Y.-L. Park, in 2015 IEEE/RSJ Int. Conf. Intell. Robot. Syst., IEEE, 2015, pp. 5898–5903.
- 90H. Zhao, R. Huang, R. F. Shepherd, in 2016 IEEE Int. Conf. Robot. Autom., IEEE, 2016, pp. 4008–4013.
- 91H. Zhao, J. Jalving, R. Huang, R. Knepper, A. Ruina, R. Shepherd, IEEE Robot. Autom. Mag. 2016, 23, 55–64.
- 92H. Zhao, K. O'Brien, S. Li, R. F. Shepherd, Sci. Robot. 2016, 1, eaai 7529.
- 93C. K. Harnett, H. Zhao, R. F. Shepherd, Adv. Mater. Technol. 2017, 2, 1700087.
- 94K. W. O'Brien, P. A. Xu, D. J. Levine, C. A. Aubin, H.-J. Yang, M. F. Xiao, L. W. Wiesner, R. F. Shepherd, Sci. Robot. 2018, 3, eaau 5543.
- 95D. J. Lorang, D. Tanaka, C. M. Spadaccini, K. A. Rose, N. J. Cherepy, J. A. Lewis, Adv. Mater. 2011, 23, 5055–5058.
- 96A. Samusjew, M. Kratzer, A. Moser, C. Teichert, K. K. Krawczyk, T. Griesser, ACS Appl. Mater. Interfaces 2017, 9, 4941–4947.
- 97C. Larson, J. Spjut, R. Knepper, R. Shepherd, 2017, https://arxiv.org/abs/1706.02542.
- 98I. M. Van Meerbeek, C. M. De Sa, R. F. Shepherd, Sci. Robot. 2018, 3, eaau 2489.
- 99J. Teyssier, S. V. Saenko, D. van der Marel, M. C. Milinkovitch, Nat. Commun. 2015, 6, 6368.
- 100R. Hanlon, Curr. Biol. 2007, 17, R 400–R404.
- 101J. W. Hastings, J. Mol. Evol. 1983, 19, 309–321.
- 102K. R. Phillips, G. T. England, S. Sunny, E. Shirman, T. Shirman, N. Vogel, J. Aizenberg, Chem. Soc. Rev. 2016, 45, 281–322.
- 103T. Ito, C. Katsura, H. Sugimoto, E. Nakanishi, K. Inomata, Langmuir 2013, 29, 13951–13957.
- 104D. Yang, S. Ye, J. Ge, Adv. Funct. Mater. 2014, 24, 3197–3205.
- 105Y. Yue, T. Kurokawa, M. A. Haque, T. Nakajima, T. Nonoyama, X. Li, I. Kajiwara, J. P. Gong, Nat. Commun. 2014, 5, 4659.
- 106D. P. Puzzo, A. C. Arsenault, I. Manners, G. A. Ozin, Angew. Chem. Int. Ed. 2009, 48, 943–947; Angew. Chem. 2009, 121, 961–965.
- 107G. Wang, X. Chen, S. Liu, C. Wong, S. Chu, ACS Nano 2016, 10, 1788–1794.
- 108Y. Ohtsuka, T. Seki, Y. Takeoka, Angew. Chem. Int. Ed. 2015, 54, 15368–15373; Angew. Chem. 2015, 127, 15588–15593.
- 109S. Banisadr, J. Chen, Sci. Rep. 2017, 7, 17521.
- 110H. Kim, J. Ge, J. Kim, S. Choi, H. Lee, H. Lee, W. Park, Y. Yin, S. Kwon, Nat. Photonics 2009, 3, 534–540.
- 111S.-H. Kim, J.-G. Park, T. M. Choi, V. N. Manoharan, D. A. Weitz, Nat. Commun. 2014, 5, 3068.
- 112F. Fu, L. Shang, Z. Chen, Y. Yu, Y. Zhao, Sci. Robot. 2018, 3, eaar 8580.
- 113S. A. Morin, R. F. Shepherd, S. W. Kwok, A. A. Stokes, A. Nemiroski, G. M. Whitesides, Science 2012, 337, 828–832.
- 114C. Larson, B. Peele, S. Li, S. Robinson, M. Totaro, L. Beccai, B. Mazzolai, R. Shepherd, Science 2016, 351, 1071–1074.
- 115J. Wang, C. Yan, G. Cai, M. Cui, A. Lee-Sie Eh, P. See Lee, Adv. Mater. 2016, 28, 4490–4496.
- 116C. H. Yang, B. Chen, J. Zhou, Y. M. Chen, Z. Suo, Adv. Mater. 2016, 28, 4480–4484.
- 117B. Peele, S. Li, C. Larson, J. Cortell, E. Habtour, R. Shepherd, Soft Robot. 2019, 6, 142–149.
- 118T. Sekitani, H. Nakajima, H. Maeda, T. Fukushima, T. Aida, K. Hata, T. Someya, Nat. Mater. 2009, 8, 494–499.
- 119C. Yu et al., Proc. Natl. Acad. Sci. 2014, 111, 12998–13003.
- 120S. Li, B. N. Peele, C. M. Larson, H. Zhao, R. F. Shepherd, Adv. Mater. 2016, 28, 9770–9775.
- 121D. A. Davis, A. Hamilton, J. Yang, L. D. Cremar, D. Van Gough, S. L. Potisek, M. T. Ong, P. V. Braun, T. J. Martínez, S. R. White, J. S. Moore, N. R. Sottos, Nature 2009, 459, 68–72.
- 122G. R. Gossweiler, C. L. Brown, G. B. Hewage, E. Sapiro-Gheiler, W. J. Trautman, G. W. Welshofer, S. L. Craig, ACS Appl. Mater. Interfaces 2015, 7, 22431–22435.
- 123M. H. Barbee, K. Mondal, J. Z. Deng, V. Bharambe, T. V. Neumann, J. J. Adams, N. Boechler, M. D. Dickey, S. L. Craig, ACS Appl. Mater. Interfaces 2018, 10, 29918–29924.
- 124Q. Wang, G. R. Gossweiler, S. L. Craig, X. Zhao, Nat. Commun. 2014, 5, 4899.
- 125P. Schattling, F. D. Jochum, P. Theato, Polym. Chem. 2014, 5, 25–36.
- 126D. D. Ordinario, E. M. Leung, L. Phan, R. Kautz, W. K. Lee, M. Naeim, J. P. Kerr, M. J. Aquino, P. E. Sheehan, A. A. Gorodetsky, Adv. Opt. Mater. 2017, 5, 1600751.
- 127E. Karshalev, R. Kumar, I. Jeerapan, R. Castillo, I. Campos, J. Wang, Chem. Mater. 2018, 30, 1593–1601.
- 128S. A. Cummer, J. Christensen, A. Alù, Nat. Rev. Mater. 2016, 1, 16001.
- 129Y. Jiang, Q. Wang, Sci. Rep. 2016, 6, 34147.
- 130J. C. Cremaldi, B. Bhushan, Beilstein J. Nanotechnol. 2018, 9, 907–935.
- 131S. Chaix, “Self-healing elastomer enters industrial production,” can be found under https://www.arkema.com/en/media/news/news-details/Self-healing-elastomer-enters-industrial-production/, 2009.
- 132R. A. Bilodeau, R. K. Kramer, Front. Robot. AI 2017, 4, 48.
- 133S. Terryn, G. Mathijssen, J. Brancart, G. Van Assche, B. Vanderborght, D. Lefeber, in 2015 IEEE Int. Conf. Robot. Autom., IEEE, 2015, pp. 258–263.
- 134G. T. A. Benda, H. T. Hartmann, D. E. Kester, Am. Midl. Nat. 1960, 63, 253.
10.2307/2422951 Google Scholar
- 135R. F. Shepherd, A. A. Stokes, R. M. D. Nunes, G. M. Whitesides, Adv. Mater. 2013, 25, 6709–6713.
- 136C. R. Metcalfe, Econ. Bot. 1967, 21, 115–127.
- 137E. J. Markvicka, M. D. Bartlett, X. Huang, C. Majidi, Nat. Mater. 2018, 17, 618–624.
- 138A. I. Caplan, J. Orthop. Res. 1991, 9, 641–650.
- 139R. Krautz, B. Arefin, U. Theopold, Front. Plant Sci. 2014, 5, 342.
- 140S. Terryn, J. Brancart, D. Lefeber, G. Van Assche, B. Vanderborght, Sci. Robot. 2017, 2, eaan 4268.
- 141J. Kang et al., Adv. Mater. 2018, 30, 1706846.
- 142J. C. Crockett, M. J. Rogers, F. P. Coxon, L. J. Hocking, M. H. Helfrich, J. Cell Sci. 2011, 124, 991–998.
- 143I. M. Van Meerbeek, B. C. Mac Murray, J. W. Kim, S. S. Robinson, P. X. Zou, M. N. Silberstein, R. F. Shepherd, Adv. Mater. 2016, 28, 2801–2806.
- 144R. F. Shepherd, F. Ilievski, W. Choi, S. A. Morin, A. A. Stokes, A. D. Mazzeo, X. Chen, M. Wang, G. M. Whitesides, Proc. Natl. Acad. Sci. USA 2011, 108, 20400–20403.
- 145H.-T. Lin, G. G. Leisk, B. Trimmer, Bioinspiration Biomimetics 2011, 6, 026007.
- 146J. A. Faber, A. F. Arrieta, A. R. Studart, Science 2018, 359, 1386–1391.
- 147T. Li et al., Sci. Adv. 2017, 3, 1–8.
- 148M. Calisti, M. Giorelli, G. Levy, B. Mazzolai, B. Hochner, C. Laschi, P. Dario, Bioinspiration Biomimetics 2011, 6, 036002.
- 149J. Shintake, V. Cacucciolo, D. Floreano, H. Shea, Adv. Mater. 2018, 30, 1707035.
- 150S. S. Robinson et al., Nat. Biomed. Eng. 2018, 2, 8–16.
- 151M. T. Souza, A. C. M. Rennó, O. Peitl, E. D. Zanotto, Transl. Mater. Res. 2017, 4, 014002.
- 152B. C. Mac Murray, X. An, S. S. Robinson, I. M. van Meerbeek, K. W. O'Brien, H. Zhao, R. F. Shepherd, Adv. Mater. 2015, 27, 6334–6340.
- 153B. C. Mac Murray, C. C. Futran, J. Lee, K. W. O'Brien, A. A. Amiri Moghadam, B. Mosadegh, M. N. Silberstein, J. K. Min, R. F. Shepherd, Soft Robot. 2018, 5, 99–108.
- 154S. Vogel, Comparative Biomechanics: Life's Physical World, Princeton University Press, Princeton, 2013.
- 155E. W. Hawkes, M. R. Cutkosky, Annu. Rev. Control. Robot. Auton. Syst. 2018, 1, 359–384.
10.1146/annurev-control-060117-104903 Google Scholar
- 156S. Kishigami, H.-T. Bui, S. Wakayama, K. Tokunaga, N. Van Thuan, T. Hikichi, E. Mizutani, H. Ohta, R. Suetsugu, T. Sata, et al., J. Reprod. Dev. 2007, 53, 165–170.
- 157S. E. Naleway, M. M. Porter, J. McKittrick, M. A. Meyers, Adv. Mater. 2015, 27, 5455–5476.
- 158N. W. Bartlett, M. T. Tolley, J. T. B. Overvelde, J. C. Weaver, B. Mosadegh, K. Bertoldi, G. M. Whitesides, R. J. Wood, Science 2015, 349, 161–165.
- 159A. R. Studart, Chem. Soc. Rev. 2016, 45, 359–376.
- 160M. Calisti, G. Picardi, C. Laschi, J. R. Soc. Interface 2017, 14, 20170101.
- 161A. K. Lappin, J. Exp. Biol. 2006, 209, 2535–2553.
- 162K. Jayaram, R. J. Full, Proc. Natl. Acad. Sci. USA 2016, 113, E 950–E957.
- 163M. Duduta, D. R. Clarke, R. J. Wood, in 2017 IEEE Int. Conf. Robot. Autom., IEEE, 2017, pp. 4346–4351.
- 164A. Nemiroski, Y. Y. Shevchenko, A. A. Stokes, B. Unal, A. Ainla, S. Albert, G. Compton, E. MacDonald, Y. Schwab, C. Zellhofer, G. M. Whitesides, Soft Robot. 2017, 4, 183–190.
- 165D. Rus, M. T. Tolley, Nature 2015, 521, 467–475.
- 166W. S. Chu, K. T. Lee, S. H. Song, M. W. Han, J. Y. Lee, H. S. Kim, M. S. Kim, Y. J. Park, K. J. Cho, S. H. Ahn, Int. J. Precis. Eng. Manuf. 2012, 13, 1281–1292.
- 167C. Zhang, C. Rossi, Bioinspiration Biomimetics 2017, 12, 025005.
- 168J. W. Bahlman, S. M. Swartz, K. S. Breuer, Bioinspiration Biomimetics 2013, 8, 016009.
- 169A. D. Marchese, C. D. Onal, D. Rus, Soft Robot. 2014, 1, 75–87.
- 170A. K. Stowers, D. Lentink, Bioinspiration Biomimetics 2015, 10, 025001.
- 171D. Lentink, A. A. Biewener, Bioinspiration Biomimetics 2010, 5, 040201.
- 172D. T. Grant, M. Abdulrahim, R. Lind, Bioinspiration Biomimetics 2010, 5, 045007.
- 173J. Colorado, A. Barrientos, C. Rossi, K. S. Breuer, Bioinspiration Biomimetics 2012, 7, 036006.
- 174R. J. Wood, IEEE Trans. Robot. 2008, 24, 341–347.
- 175G.-K. Lau, H.-T. Lim, J.-Y. Teo, Y.-W. Chin, Smart Mater. Struct. 2014, 23, 025021.
- 176X. Yan, M. Qi, L. Lin, in 2015 28th IEEE Int. Conf. Micro Electro Mech. Syst., IEEE, 2015, pp. 22–25.
- 177B. Cheng, J. A. Roll, X. Deng, in 2013 IEEE Int. Conf. Robot. Autom., IEEE, 2013, pp. 4035–4041.
- 178F. Ficuciello, G. Palli, C. Melchiorri, B. Siciliano, Experimental Robotics, Springer International Publishing, Heidelberg, 2013.
- 179H. Godaba, J. Li, Y. Wang, J. Zhu, IEEE Robot. Autom. Lett. 2016, 1, 624–631.
- 180S.-W. Yeom, I.-K. Oh, Smart Mater. Struct. 2009, 18, 085002.
- 181G. V. Lauder, E. G. Drucker, IEEE J. Oceanic Eng. 2004, 29, 556–571.
- 182J. J. Videler, Swimming Dynamics: Work from Muscles, Springer, Dordrecht, Netherlands, 1993.
- 183K. Suzumori, S. Endo, T. Kanda, N. Kato, H. Suzuki, in Proc. 2007 IEEE Int. Conf. Robot. Autom., IEEE, 2007, pp. 4975–4980.
- 184M. D. Bartlett, N. Kazem, M. J. Powell-Palm, X. Huang, W. Sun, J. A. Malen, C. Majidi, Proc. Natl. Acad. Sci. USA 2017, 114, 2143–2148.
- 185S.-J. Park et al., Science 2016, 353, 158–162.
- 186S. Xu et al., Nat. Commun. 2013, 4, 1543.
- 187C. Wang, W. Zheng, Z. Yue, C. O. Too, G. G. Wallace, Adv. Mater. 2011, 23, 3580–3584.
- 188A. M. Gaikwad, A. M. Zamarayeva, J. Rousseau, H. Chu, I. Derin, D. A. Steingart, Adv. Mater. 2012, 24, 5071–5076.
- 189C. D. Onal, X. Chen, G. M. Whitesides, D. Rus, Soft mobile robots with on-board chemical pressure generation, in: Robotics Research, Springer, Cham, 2017, pp. 525–540.
- 190M. Wehner, R. L. Truby, D. J. Fitzgerald, B. Mosadegh, G. M. Whitesides, J. A. Lewis, R. J. Wood, Nature 2016, 536, 451–455.
- 191J. Mohd Jani, M. Leary, A. Subic, M. A. Gibson, Mater. Des. 2014, 56, 1078–1113.
- 192E. Brown, N. Rodenberg, J. Amend, A. Mozeika, E. Steltz, M. R. Zakin, H. Lipson, H. M. Jaeger, Proc. Natl. Acad. Sci. USA 2010, 107, 18809–18814.
- 193S. Li, D. M. Vogt, D. Rus, R. J. Wood, Proc. Natl. Acad. Sci. USA 2017, 114, 13132–13137.
- 194D. Liu, D. J. Broer, Angew. Chem. 2014, 126, 4630–4634.
- 195W. Driesen, T. Varidel, S. Régnier, J.-M. Breguet, J. Micromech. Microeng. 2005, 15, S 259–S267.
- 196S. Song, D.-M. Drotlef, C. Majidi, M. Sitti, Proc. Natl. Acad. Sci. USA 2017, 114, E 4344–E4353.
- 197W. M. Kier, K. K. Smith, Zool. J. Linn. Soc. 1985, 83, 307–324.
- 198S. Coyle, C. Majidi, P. LeDuc, K. J. Hsia, Extrem. Mech. Lett. 2018, 22, 51–59.
- 199B. Mazzolai, L. Margheri, M. Cianchetti, P. Dario, C. Laschi, Bioinspiration Biomimetics 2012, 7, 025005.
- 200C. Laschi, M. Cianchetti, B. Mazzolai, L. Margheri, M. Follador, P. Dario, Adv. Robot. 2012, 26, 709–727.
- 201M. Schaffner, J. A. Faber, L. Pianegonda, P. A. Rühs, F. Coulter, A. R. Studart, Nat. Commun. 2018, 9, 878.
- 202M. Cianchetti, C. Laschi, A. Menciassi, P. Dario, Nat. Rev. Mater. 2018, 3, 143–153.
- 203M. Sitti, Nat. Rev. Mater. 2018, 3, 74–75.
- 204M. Sitti, H. Ceylan, W. Hu, J. Giltinan, M. Turan, S. Yim, E. Diller, Proc. IEEE 2015, 103, 205–224.
- 205B. J. Nelson, I. K. Kaliakatsos, J. J. Abbott, Annu. Rev. Biomed. Eng. 2010, 12, 55–85.
- 206S. S. Robinson, C. A. Aubin, T. J. Wallin, S. Gharaie, P. A. Xu, K. Wang, S. N. Dunham, B. Mosadegh, R. F. Shepherd, Adv. Mater. Technol. 2018, 1800233, 1–9.
- 207E. T. Roche et al., Sci. Transl. Med. 2017, 9, eaaf 3925.
- 208J. T. Belter, J. L. Segil, A. M. Dollar, R. F. Weir, J. Rehabil. Res. Dev. 2013, 50, 599.
- 209H. Takeda, N. Tsujiuchi, T. Koizumi, H. Kan, M. Hirano, Y. Nakamura, in 2009 Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., IEEE, 2009, pp. 5048–5051.
- 210C. Pylatiuk, S. Schulz, L. Döderlein, Prosthet. Orthot. Int. 2007, 31, 362–370.
- 211Lynette A. Johns, S. J. Lederman, Human Hand Function, Oxford University Press, Oxford, 2006.
- 212D. J. Linden, Touch: The Science of Hand, Heart, and Mind, Penguin Group, New York, 2016.
- 213L. R. Hochberg, M. D. Serruya, G. M. Friehs, J. A. Mukand, M. Saleh, A. H. Caplan, A. Branner, D. Chen, R. D. Penn, J. P. Donoghue, Nature 2006, 442, 164–171.
- 214E. C. Leuthardt, G. Schalk, J. R. Wolpaw, J. G. Ojemann, D. W. Moran, J. Neural Eng. 2004, 1, 63–71.
- 215M. A. Lebedev, M. A. L. Nicolelis, Trends Neurosci. 2006, 29, 536–546.
- 216G. A. Tabot, J. F. Dammann, J. A. Berg, F. V. Tenore, J. L. Boback, R. J. Vogelstein, S. J. Bensmaia, Proc. Natl. Acad. Sci. USA 2013, 110, 18279–18284.
- 217M. G. Catalano, G. Grioli, E. Farnioli, A. Serio, C. Piazza, A. Bicchi, Int. J. Rob. Res. 2014, 33, 768–782.
- 218A. D. Deshpande, Z. Xu, M. J. Vande Weghe, B. H. Brown, J. Ko, L. Y. Chang, D. D. Wilkinson, S. M. Bidic, Y. Matsuoka, IEEE/ASME Trans. Mechatronics 2013, 18, 238–250.
- 219A. B. Vallbo, R. S. Johansson, Hum. Neurobiol. 1984, 3, 3–14.
- 220M. Li, S. Luo, T. Nanayakkara, L. D. Seneviratne, P. Dasgupta, K. Althoefer, Sens. Actuators A 2014, 218, 132–141.
- 221M. Vázquez, E. Brockmeyer, R. Desai, C. Harrison, S. E. Hudson, Proc. 33rd Annu. ACM Conf. Hum. Factors Comput. Syst.- CHI ′15 2015, 1295–1304.
- 222Y. Feng, R. L. Peiris, C. L. Fernando, K. Minamizawa, in Int. Conf. on Human Haptic Sensing and Touch Enabled Computer Applications, Springer, Cham, 2018.
- 223B. C. M. Murray, B. N. Peele, P. Xu, J. Spjut, O. Shapira, D. Luebke, R. F. Shepherd, 2018 IEEE Int. Conf. Soft Robot. RoboSoft 2018 2018, 264–269.
- 224I. Choi, E. W. Hawkes, D. L. Christensen, C. J. Ploch, S. Follmer, IEEE Int. Conf. Intell. Robot. Syst. 2016, 2016-Novem, 986–993.
- 225M. Cruz, K. U. Kyung, H. Shea, H. Bose, I. Graz, IEEE Trans. Haptics 2018, 11, 2–4.
- 226F. Carpi, S. Bauer, D. De Rossi, Science 2010, 330, 1759–1761.
- 227F. Carpi, G. Frediani, D. De Rossi, Proc. IEEE RAS EMBS Int. Conf. Biomed. Robot. Biomechatronics 2012, 623–627.
- 228S. Mun, S. Yun, S. Nam, S. K. Park, S. Park, B. J. Park, J. M. Lim, K. U. Kyung, IEEE Trans. Haptics 2018, 11, 15–21.
- 229X. Xie, Y. Zaitsev, L. F. Velásquez-García, S. J. Teller, C. Livermore, J. Micromech. Microeng. 2014, 24, 125014.
- 230F. Pece, J. J. Zarate, V. Vechev, N. Besse, O. Gudozhnik, H. Shea, O. Hilliges, Proc. 30th Annu. ACM Symp. User Interface Softw. Technol.- UIST ′17 2017, 143–154.
- 231J. J. Zárate, H. Shea, IEEE Trans. Haptics 2017, 10, 106–112.
- 232F. Carpi, S. Bauer, D. De Rossi, Science 2010, 330, 1759–1761.
- 233M. Duduta, R. J. Wood, D. R. Clarke, Adv. Mater. 2016, 28, 8058–8063.
- 234H. Zhao, A. M. Hussain, M. Duduta, D. M. Vogt, R. J. Wood, D. R. Clarke, Adv. Funct. Mater. 2018, 28, 1804328.
- 235S. Sareh, A. Jiang, A. Faragasso,Y. Noh,T. Nanayakkara, P. Dasgupta, L. D. Seneviratne, H. A. Wurdemann, K. Althoefer, IEEE Int. Conf. Robot. Autom. ICRA 2014 2014, 1454–1459.
- 236J. Yin, V. J. Santos, J. D. Posner, Sens. Actuators A 2017, 264, 289–297.
- 237T. E. A. De Oliveira, A. M. Cretu, E. M. Petriu, Sensors 2017, 17, 1–19.
- 238C. M. Oddo, L. Beccai, M. Felder, F. Giovacchini, M. C. Carrozza, Sensors 2009, 9, 3161–3183.
- 239R. F. Friesen, M. Wiertlewski, M. A. Peshkin, J. E. Colgate, IEEE World Haptics Conf. WHC 2015 2015, 208–213.
- 240M. Folgheraiter, B. Bongardt, J. Albiez, F. Kirchner, 2008 IEEE Int. Conf. Robot. Biomimetics, ROBIO 2008 2008, 560–565.
- 241T. Endo, H. Kawasaki, T. Mouri, Y. Ishigure, H. Shimomura, M. Matsumura, K. Koketsu, IEEE Trans. Haptics 2011, 4, 14–27.
- 242S. B. Kesner, R. D. Howe, IEEE ASME Trans. Mechatron. 2011, 1–5.
- 243T. Butzer, B. Vigaru, R. Gassert, IEEE World Haptics Conf. WHC 2015 2015, 158–164.
- 244F. Sorgini, A. Mazzoni, L. Massari, R. Caliò, C. Galassi, S. Kukreja, E. Sinibaldi, M. Carrozza, C. Oddo, Micromachines 2017, 8, 270.
- 245K. Willis, E. Brockmeyer, S. Hudson, I. Poupyrev, in Proc. 25th Annu. ACM Symp. User Interface Softw. Technol.- UIST ′12, ACM Press, New York, 2012, p. 589.
- 246M. Vatani, Y. Lu, E. D. Engeberg, J. W. Choi, Int. J. Precis. Eng. Manuf. 2015, 16, 1375–1383.
- 247K. Kim, J. Park, J. Suh, M. Kim, Y. Jeong, I. Park, Sens. Actuators A Phys. 2017, 263, 493–500.
- 248S. Z. Guo, K. Qiu, F. Meng, S. H. Park, M. C. McAlpine, Adv. Mater. 2017, 29, 1–8.
- 249M. O. Martinez, T. K. Morimoto, A. T. Taylor, A. C. Barron, J. D. A. Pultorak, J. Wang, A. Calasanz-Kaiser, R. L. Davis, P. Blikstein, A. M. Okamura, IEEE Haptics Symp. HAPTICS 2016, 2016-April, 126–133.
- 250F. D′Agnano, C. Balletti, F. Guerra, P. Vernier, Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci.- ISPRS Arch. 2015, 40, 207–213.
10.5194/isprsarchives-XL-5-W4-207-2015 Google Scholar
- 251V. Voženílek, M. Kozáková, Z. Šťávová, L. Ludíková, V. Růžičková, D. Finková, Int. Cartogr. Conf. Int. Cartogr. Assoc. 2009, 1–10.
- 252G.-Z. Yang et al., Sci. Robot. 2018, 3, eaar 7650.