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Supporting Information Rapid Recovery Hydrogel Actuator in Air with Bionic Large-ranged Gradient Structure Yun Tan, Di Wang, Huaxiu Xu, Yang Yang, Xiong-Lei Wang, Fei Tian, Pingping Xu, Wenli An, Xu Zhao, Shimei Xu* Y. Tan, D. Wang, Y, Yang, P. Xu, W. An, X. Z, S. Xu College of Chemistry, Sichuan University, Chengdu 610064, China. E-mail: xushimei@scu.edu.cn H. Xu, F. Tian Polymer Research Institute, Sichuan University, Chengdu 610064, X-L. Wang College of Chemical Engineering, Sichuan University, Chengdu 610064, China. S-1

1 Characterization 1.1 Rheological Measurement of Bionic Hydrogel Actuators Temperature sweep of the bionic hydrogels were performed from 25 o C to 50 o C at a fixed strain of the linear viscoelastic region and oscillation frequency of 6.28 rad s -1. The hydrogel was referred to as GNmYx-A and GNmYx-C, where N and Y stood for NIPAM and hydrophilic monomers respectively (for a specific hydrogel, Y was replaced by the abbreviation of a specific monomer, such as E for HEA, D for DMEMA (D), M for HMAM and A for AM, respectively), and m to x presented the molar concentration ratio of NIPAM to hydrophilic monomers. Besides, A and C stood for the gels near anode side and cathode side to be contacted with parallel platelets respectively. Typically, GN8E1-A and GN8E1-C stood for GN8E1 near anode side and cathode side to be contacted with parallel platelets respectively. 1.2 Effect of Temperature on Deformation of Bionic Hydrogel Actuators The hydrogel actuators were cut into sample size of 25 mm 5 mm 1 mm, and then were placed in deionized water at 50 o C for 2 min to record the size change of the hydrogels from 25 o C to 50 o C. S-2

Figure S1 The reversible bending of the hydrogel actuators at 25 o C and 50 o C respectively. S-3

Figure S2 Response and recovery time histogram of the hydrogel actuators. Figure S3 Rheological measurement of the hydrogel actuators with temperature sweep. Data of GNC6-C have been vertically shifted by a factor of 10 a to avoid overlapping. S-4

Figure S4 water content-time curves of hydrogel with at 25 o C Table S2. Data collection for Figure 3d in the main manuscript. Hydrogel actuators with different structure including gradient structure, programmed structure or bilayer structure are considered. Anisotropic structure Rs (s) Rc (s) Bending velocity (s -1 ) Rs/Rc (s s -1 ) Ref. Gradient hydrogel 21 29 5.00 10-2 0.72 This work Gradient hydrogel 24 120 4.17 10-2 0.20 1 Programmed hydrogel 35 256 2.86 10-2 0.14 2 Bilayer hydrogel 50 1800 2.00 10-2 8.33 10-2 3 Gradient hydrogel 50 1800 2.00 10-2 2.78 10-2 4 Bilayer hydrogel 55 2400 1.82 10-2 2.29 10-2 5 Bilayer hydrogel 110 1800 9.09 10-3 6.11 10-2 6 Bilayer hydrogel 120 180 8.33 10-3 0.667 7 Bilayer hydrogel 300 660 3.33 10-3 2.78 10-2 8 Programmed hydrogel 1800 9000 5.56 10-4 0.20 9 Bilayer hydrogel 3240 7020 3.10 10-4 0.46 10 Table S1. The absorption of heat (Q) during the melting process of water by DSC and the content of components in the gel. Samples Q (J/g) ω fw a (%) ω bw b (%) S-5

GN24E1-25 173.4 52.1 30.5 GN24E1-50 195.8 58.8 24.3 Annotation: a, and b stood for free water content and bound water content, respectively. (1) Tan, Y.; Wang, D.; Xu, H.; Yang, Y.; An, W.; Yu, L.; Xiao, Z.; Xu, S. A Fast, Reversible, and Robust Gradient Nanocomposite Hydrogel Actuator with Water-Promoted Thermal Response. Macromol. Rapid Comm. 2018, 17, 863-868. (2) Zhang, X.; Pint, C. L.; Min, H. L.; Schubert, B. E.; Jamshidi, A.; Takei, K.; Ko, H.; Gillies, A.; Bardhan, R.; Urban, J. J. Optically- and Thermally-Responsive Programmable Materials Based on Carbon Nanotube-Hydrogel Polymer Composites. Nano Lett. 2013, 11, 3239-3244. (3) Wen, J. Z.; Ning, A.; Jian, H. Y.; Zhou, J.; Yong, M. C. Tough Al-alginate/Poly(N-isopropylacrylamide) Hydrogel with Tunable LCST for Soft Robotics. Acs App.l Mater. Interfaces 2015, 7, 1758-1764. (4) Yang, Y.; Tan, Y.; Wang, X.; An, W.; Xu, S.; Liao, W.; Wang, Y. Z. A Photothermal Nanocomposite Hydrogel Actuator with Electric Field-induced Gradient and Oriented Structure. ACS Appl. Mater. Interfaces 2018, 10, 7688-7692. (5) Zheng, J.; Xiao, P.; Le, X.; Lu, W.; Theato, P.; Ma, C.; Du, B.; Zhang, J.; Huang, Y.; Chen, T. Mimosa Inspired Bilayer Hydrogel Actuator Functioning in Multi-Environment. J. Mater. Chem. C 2017, 6, 1320-1327. (6) Zhang, E.; Wang, T.; Hong, W.; Sun, W.; Liu, X.; Tong, Z. Infrared-driving Actuation Based on Bilayer Graphene oxide-poly(n-isopropylacrylamide) Nanocomposite Hydrogels. J. Mater. Chem. A 2014, 2, 15633-15639. (7) Ma, C.; Lu, W.; Yang, X.; He, J.; Le, X.; Wang, L.; Zhang, J.; Serpe, M. J.; Huang, Y.; Chen, T. Bioinspired Anisotropic Hydrogel Actuators with On Off Switchable and Color Tunable Fluorescence Behaviors. Adv. Funct. Mater. 2018, 28, 4568-4573. (8) Yao, C.; Liu, Z.; Yang, C.; Wang, W.; Ju, X. J.; Xie, R.; Chu, L. Y. Poly(N isopropylacrylamide) Clay Nanocomposite Hydrogels with Responsive Bending Property as Temperature Controlled Manipulators. Adv. Funct. Mater. 2015, 25, 2980-2991. (9) Yu, C.; Yuan, P.; Erickson, E. M.; Daly, C. M.; Rogers, J. A.; Nuzzo, R. G. Oxygen Reduction Reaction Induced ph-responsive Chemo-mechanical Hydrogel Actuators. Soft Matter 2015, 11, 7953-7959. (10) Xu, B.; Jiang, H.; Li, H.; Zhang, G.; Zhang, Q. High Strength Nanocomposite Hydrogel Bilayer with Bidirectional Bending and Shape Switching Behaviors for Soft Actuators. Rsc Adv. 2015, 5, 13167-13170. S-6