IEEE Robotics & Automation Magazine - December 2020 - 42

[34] L.-K. Ma, Y. Zhang, Y. Liu, K. Zhou, and X. Tong, " Computational design
and fabrication of soft pneumatic objects with desired deformations, " ACM
Trans. Graph., vol. 36, no. 6, pp. 1-12, 2017. doi: 10.1145/3130800.3130850.
[35] Y. Yang, Y. Chen, Y. Li, M. Z. Chen, and Y. Wei, " Bioinspired robotic
fingers based on pneumatic actuator and 3d printing of smart material, "
Soft Robot., vol. 4, no. 2, pp. 147-162, 2017. doi: 10.1089/soro.2016.0034.
[36] L. Ge et al., " Design, modeling, and evaluation of fabric-based pneumatic actuators for soft wearable assistive gloves, " Soft Robot., early access,
Jan. 29, 2020. doi: 10.1089/soro.2019.0105.
[37] D. Jeong and K. Lee, " Design and analysis of an origami-based
three-finger manipulator, " Robotica, vol. 36, no. 2, pp. 261-274, 2018. doi:
10.1017/S0263574717000340.
[38] A. Rafsanjani, Y. Zhang, B. Liu, S. M. Rubinstein, and K. Bertoldi,
" Kirigami skins make a simple soft actuator crawl, " Sci. Robot., vol. 3,
no. 15, p. eaar7555, 2018. doi: 10.1126/scirobotics.aar7555.
[39] A. G. Mark, S. Palagi, T. Qiu, and P. Fischer, " Auxetic metamaterial
simplifies soft robot design, " in Proc. 2016 IEEE Int. Conf. Robot. Automation (ICRA), pp. 4951-4956. doi: 10.1109/ICRA.2016.7487701.
[40] D. Yang et al., " Buckling of elastomeric beams enables actuation of soft
machines, " Adv. Mater., vol. 27, no. 41, pp. 6323-6327, 2015. doi: 10.1002/
adma.201503188.
[41] C. Schumacher, B. Bickel, J. Rys, S. Marschner, C. Daraio, and M.
Gross, " Microstructures to control elasticity in 3D printing, " ACM
Trans. Graph., vol. 34, no. 4, pp. 1-13, 2015. doi: 10.1145/2766926.
[42] A. Rafsanjani, K. Bertoldi, and A. R. Studart, " Programming soft
robots with f lexible mechanical metamaterials, " Sci. Robot., vol. 4,
no. 29, p. eaav7874, 2019. doi: 10.1126/scirobotics.aav7874.
[43] P. Polygerinos, Z. Wang, K. C. Galloway, R. J. Wood, and C. J. Walsh,
" Soft robotic glove for combined assistance and at-home rehabilitation, " Robot. Auton. Syst., vol. 73, pp. 135-143, Nov. 2015. doi: 10.1016/j.
robot.2014.08.014.
[44] M. Cianchetti, C. Laschi, A. Menciassi, and P. Dario, " Biomedical
applications of soft robotics, " Nature Rev. Mater., vol. 3, no. 6, pp. 143-
153, 2018. doi: 10.1038/s41578-018-0022-y.
[45] M. Zhu, T. N. Do, E. Hawkes, and Y. Visell, " Fluidic fabric muscle
sheets for wearable and soft robotics, " Soft Robot., vol. 7, no. 2, pp. 179-
197, 2020. doi: 10.1089/soro.2019.0033.
[46] Z. Zhakypov and J. Paik, " Design methodology for constructing
multimaterial origami robots and machines, " IEEE Trans. Robot., vol.
34, no. 1, pp. 151-165, 2018. doi: 10.1109/TRO.2017.2775655.
[47] S. Li, D. M. Vogt, D. Rus, and R. J. Wood, " Fluid-driven origamiinspired artificial muscles, " Proc. Nat. Acad. Sci., vol. 114, no. 50, pp.
13,132-13,137, 2017. doi: 10.1073/pnas.1713450114.
[48] D. Rus and M. T. Tolley, " Design, fabrication and control of origami
robots, " Nature Rev. Mater., vol. 3, no. 6, pp. 101-112, 2018. doi: 10.1038/
s41578-018-0009-8.
[49] M. Mirzaali, S. Janbaz, M. Strano, L. Vergani, and A. A. Zadpoor,
" Shape-matching soft mechanical metamaterials, " Sci. Rep., vol. 8, no. 1,
p. 965, 2018. doi: 10.1038/s41598-018-19381-3.
[50] D. Guo and Z. Kang, " Chamber layout design optimization of soft
pneumatic robots, " Smart Mater. Struct., vol. 29, no. 2, p. 025017, 2020.
[51] Y. Wang, F. Chen, and M. Y. Wang, " Concurrent design with connectable graded microstructures, " Comput. Method Appl. Mech. Eng.,
vol. 317, pp. 84-101, Apr. 2017. doi: 10.1016/j.cma.2016.12.007.
[52] A. Clausen, F. Wang, J. S. Jensen, O. Sigmund, and J. A. Lewis,
" Topology optimized architectures with programmable Poisson's ratio

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DECEMBER 2020

over large deformations, " Adv. Mater., vol. 27, no. 37, pp. 5523-5527,
2015. doi: 10.1002/adma.201502485.
[53] G. L. Bluhm, O. Sigmund, F. Wang, and K. Poulios, " Nonlinear compressive stability of hyperelastic 2d lattices at finite volume fractions, " J.
Mech. Phys. Solid, vol. 137, p. 103,851, Apr. 2020. doi: 10.1016/j.jmps.2019.103851.
[54] M. Skouras, B. Thomaszewski, S. Coros, B. Bickel, and M. Gross,
" Computational design of actuated deformable characters, " ACM
Trans. Graph., vol. 32, no. 4, pp. 1-10, 2013. doi: 10.1145/2461912.2461979.
[55] E. Hajiesmaili and D. R. Clarke, " Reconfigurable shape-morphing
dielectric elastomers using spatially varying electric fields, " Nature
Commun., vol. 10, no. 1, p. 183, 2019. doi: 10.1038/s41467-018-08094-w.
[56] F. Chen, K. Liu, Y. Wang, J. Zou, G. Gu, and X. Zhu, " Automatic
design of soft dielectric elastomer actuators with optimal spatial
-electric fields, " IEEE Trans. Robot., vol. 35, no. 5, pp. 1150-1165, 2019.
doi: 10.1109/TRO.2019.2920108.
[57] G. Z. Lum et al., " Shape-programmable magnetic soft matter, " Proc.
Nat. Acad. Sci., vol. 113, no. 41, pp. E6007-E6015, 2016. doi: 10.1073/
pnas.1608193113.
[58] J. Tian, X. Zhao, X. Gu, and S. Chen, " Designing ferromagnetic soft
robots (FerroSoRo) with level-set-based multiphysics topology optimization, " in Proc. 2020 Int. Conf. Robot. Automation (ICRA), pp. 10,067-
10,074. doi: 10.1109/ICRA40945.2020.9197457.
[59] R. Pelrine, R. Kornbluh, Q. Pei, and J. Joseph, " High-speed electrically actuated elastomers with strain greater than 100%, " Science, vol.
287, no. 5454, pp. 836-839, 2000. doi: 10.1126/science.287.5454.836.
[60] G.-Y. Gu, J. Zhu, L.-M. Zhu, and X. Zhu, " A survey on dielectric elastomer actuators for soft robots, " Bioinspiration Biomimetics, vol. 12, no.
1, p. 011003, 2017. doi: 10.1088/1748-3190/12/1/011003.
[61] U. Gupta, L. Qin, Y. Wang, H. Godaba, and J. Zhu, " Soft robots
based on dielectric elastomer actuators: A review, " Smart Mater.
Struct., vol. 28, no. 10, p. 103,002, 2019.
[62] B. Chen, N. Wang, X. Zhang, and Y. Kuang, " Design of dielectric elastomer actuators using topology optimization on electrodes, " Smart
Mater. Struct., vol. 29, no. 7, p. 075029, 2020. doi: 10.1088/1361-665X/ab8b2d.
[63] K. Liu, S. Chen, F. Chen, and X. Zhu, " A unidirectional soft
dielectric elastomer actuator enabled by built-in honeycomb metastructures, " Polymers, vol. 12, no. 3, p. 619, 2020. doi: 10.3390/polym
12030619.
[64] Y. Kim, H. Yuk, R. Zhao, S. A. Chester, and X. Zhao, " Printing ferromagnetic domains for untethered fast-transforming soft materials, "
Nature, vol. 558, no. 7709, pp. 274-279, 2018. doi: 10.1038/s41586-018-0185-0.
[65] B.-C. Chen and N. Kikuchi, " Topology optimization with designdependent loads, " Finite Element Anal. Design, vol. 37, no. 1, pp. 57-70,
2001. doi: 10.1016/S0168-874X(00)00021-4.
[66] R. Deimel, P. Irmisch, V. Wall, and O. Brock, " Automated co-design
of soft hand morphology and control strategy for grasping, " in Proc.
2017 IEEE/RSJ Int. Conf. Intell. Robot. Syst. (IROS), pp. 1213-1218. doi:
10.1109/IROS.2017.8202294.
[67] A. Spielberg, A. Zhao, Y. Hu, T. Du, W. Matusik, and D. Rus, " Learning-in-the-loop optimization: End-to-end control and co-design of
soft robots through learned deep latent representations, " in Proc. Adv.
Neural Inf. Process. Syst., 2019, pp. 8284-8294.
[68] M. P. Bendsoe and N. Kikuchi, " Generating optimal topologies in
structural design using a homogenization method, " Comput. Methods
Appl. Mech. Eng., vol. 71, no. 2, pp. 197-224, 1988. doi: 10.1016/0045-7825(88)
90086-2.
IEEE Robotics & Automation Magazine - December 2020

Table of Contents for the Digital Edition of IEEE Robotics & Automation Magazine - December 2020
