[1]
M. Makulavičius, S. Petkevičius, J. Rožėnė, A. Dzedzickis, and V. Bučinskas, "Industrial Robots in Mechanical Machining: Perspectives and Limitations," Robotics, vol. 12, no. 6, 2023.
DOI: 10.3390/robotics12060160
Google Scholar
[2]
F. Stella and J. Hughes, "The science of soft robot design: A review of motivations, methods and enabling technologies," Front Robot AI, vol. 9, p.1059026, Jan. 2023.
DOI: 10.3389/frobt.2022.1059026
Google Scholar
[3]
S. Lessard et al., "CRUX: A compliant robotic upper-extremity exosuit for lightweight, portable, multi-joint muscular augmentation," IEEE Int Conf Rehabil Robot, vol. 2017, p.1633–1638, Aug. 2017.
DOI: 10.1109/ICORR.2017.8009482
Google Scholar
[4]
K. Gilday, I. Zubak, A. Raabe, and J. Hughes, "From Rigid to Soft Robotic Approaches for Neuroendoscopy," 2025.
DOI: 10.1002/adrr.202500017
Google Scholar
[5]
N. G. Kim et al., "A Soft Growing Robotic Endoscope for Painless and Strain-Free Insertion," Soft Robot, 2025.
Google Scholar
[6]
F. Visentin, F. Castellini, and R. Muradore, "A soft, sensorized gripper for delicate harvesting of small fruits," Comput Electron Agric, vol. 213, p.108202, Oct. 2023.
DOI: 10.1016/J.COMPAG.2023.108202
Google Scholar
[7]
Z. Wang, N. M. Freris, and X. Wei, "SpiRobs: Logarithmic spiral-shaped robots for versatile grasping across scales," Device, vol. 3, no. 4, p.100646, Apr. 2025.
DOI: 10.1016/J.DEVICE.2024.100646
Google Scholar
[8]
O. Bliah, C. Hegde, J. M. R. Tan, and S. Magdassi, "Fabrication of Soft Robotics by Additive Manufacturing: From Materials to Applications," Chem Rev, vol. 125, no. 16, p.7275–7320, Aug. 2025.
DOI: 10.1021/ACS.CHEMREV.4C00749
Google Scholar
[9]
A. K. Schulz et al., "Suction feeding by elephants," J R Soc Interface, vol. 18, no. 179, p.20210215, Jun. 2021.
DOI: 10.1098/rsif.2021.0215
Google Scholar
[10]
J. Chen, "A bio-inspired strategy inspired by an elephant trunk to grip granules," J Phys Conf Ser, vol. 2798, no. 1, p.12035, Jul. 2024.
DOI: 10.1088/1742-6596/2798/1/012035
Google Scholar
[11]
X. Guo et al., "Pneumatic soft bionic actuators inspired by elephant trunk for multidisciplinary robotics applications," Phys Scr, vol. 100, no. 7, p.75013, Jun. 2025.
DOI: 10.1088/1402-4896/addfb7
Google Scholar
[12]
J. L. Tingle, K. L. Garner, and H. C. Astley, "Functional diversity of snake locomotor behaviors: A review of the biological literature for bioinspiration," Ann N Y Acad Sci, vol. 1533, no. 1, p.16–37, Mar. 2024.
DOI: 10.1111/nyas.15109
Google Scholar
[13]
F. Matsuno, "Snake Robots and Their Applications in Harsh Environments - A Review," in 2025 IEEE International Conference on Mechatronics (ICM), 2025, p.1–6.
DOI: 10.1109/ICM62621.2025.10934914
Google Scholar
[14]
M. M. Hassan and A. Mahajan, "Gecko-inspired adhesives: mechanical principles, synthetic fabrications, and applications," J Adhes, p.1–49, Jul. 2025.
DOI: 10.1080/00218464.2025.2536679
Google Scholar
[15]
J. Feng et al., "Gecko-Inspired Adhesive for Robotic Grippers with Excellent Ultra-Low-Temperature Adhesion Performance," Advanced Science, vol. n/a, no. n/a, p. e15084, Nov. 2025.
DOI: 10.1002/advs.202515084
Google Scholar
[16]
M. Calisti et al., "An octopus-bioinspired solution to movement and manipulation for soft robots," Bioinspir Biomim, vol. 6, no. 3, p.36002, Jun. 2011.
DOI: 10.1088/1748-3182/6/3/036002
Google Scholar
[17]
E. Papadakis, D. P. Tsakiris, and M. Sfakiotakis, "An Octopus-Inspired Soft Pneumatic Robotic Arm," Biomimetics, vol. 9, no. 12, 2024.
DOI: 10.3390/biomimetics9120773
Google Scholar
[18]
S. van Veggel et al., "Classification and Evaluation of Octopus-Inspired Suction Cups for Soft Continuum Robots," Advanced Science, vol. 11, no. 30, p.2400806, Aug. 2024.
DOI: 10.1002/advs.202400806
Google Scholar
[19]
S. Dontu, E. Kanhere, and P. Valdivia Y Alvarado, "Starfish-Inspired Scooping Soft Gripper for Cluster Grasping Applications," in 2024 IEEE 7th International Conference on Soft Robotics (RoboSoft), 2024, p.1034–1041.
DOI: 10.1109/RoboSoft60065.2024.10521930
Google Scholar
[20]
M. A. Bell, J. C. Weaver, and R. J. Wood, "An Ambidextrous STarfish-Inspired Exploration and Reconnaissance Robot (The ASTER-bot)," Soft Robot, vol. 9, no. 5, p.991–1000, Dec. 2021.
DOI: 10.1089/soro.2021.0053
Google Scholar
[21]
H. Liang et al., "Review article: Plant-inspired robotics: a comprehensive review based on on-/off-plant behaviours and future perspectives," Mechanical Sciences, vol. 16, no. 2, p.771–797, 2025.
DOI: 10.5194/ms-16-771-2025
Google Scholar
[22]
I. D. Walker, "Biologically inspired vine-like and tendril-like robots," in 2015 Science and Information Conference (SAI), 2015, p.714–720.
DOI: 10.1109/SAI.2015.7237221
Google Scholar
[23]
S. Coyle, C. Majidi, P. LeDuc, and K. J. Hsia, "Bio-inspired soft robotics: Material selection, actuation, and design," Extreme Mech Lett, vol. 22, p.51–59, 2018.
DOI: 10.1016/j.eml.2018.05.003
Google Scholar
[24]
M. R. Cutkosky and S. Kim, "Design and fabrication of multi-material structures for bioinspired robots," Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 367, no. 1894, p.1799–1813, May 2009.
DOI: 10.1098/rsta.2009.0013
Google Scholar
[25]
Z. Chen et al., "Bioinspired and biohybrid soft robots: Principles and emerging technologies," Matter, vol. 8, no. 4, Apr. 2025.
DOI: 10.1016/j.matt.2025.102045
Google Scholar
[26]
S. S. Kulkarni, N. M. Bayre, and K. A. Khan, "Modelling visco-hyperelastic response of Silicone based elastomers for soft robotics and foldable structure applications," Int J Eng Sci, vol. 211, p.104253, 2025.
DOI: 10.1016/j.ijengsci.2025.104253
Google Scholar
[27]
M. Liang, J. Zhu, X. Ke, Z. Chai, H. Ding, and Z. Wu, "Bio-inspired multimodal soft grippers: a review," Bioinspir Biomim, vol. 20, no. 3, p.31002, May 2025.
DOI: 10.1088/1748-3190/add1a6
Google Scholar
[28]
S. Wei and T. K. Ghosh, "Bioinspired Structures for Soft Actuators," Adv Mater Technol, vol. 7, no. 10, p.2101521, Oct. 2022.
DOI: 10.1002/admt.202101521
Google Scholar
[29]
H. Wang, J. Du, and Y. Mao, "Hydrogel-Based Continuum Soft Robots," Gels, vol. 11, no. 4, 2025.
DOI: 10.3390/gels11040254
Google Scholar
[30]
X. Chen, X. Zhang, Y. Huang, L. Cao, and J. Liu, "A review of soft manipulator research, applications, and opportunities," J Field Robot, vol. 39, no. 3, p.281–311, May 2022.
DOI: 10.1002/rob.22051
Google Scholar
[31]
L. Li et al., "Stiffness-Tunable Soft Gripper with Soft-Rigid Hybrid Actuation for Versatile Manipulations," Soft Robot, vol. 9, no. 6, p.1108–1119, Feb. 2022.
DOI: 10.1089/soro.2021.0025
Google Scholar
[32]
J. Shintake, V. Cacucciolo, D. Floreano, and H. Shea, "Soft Robotic Grippers," Advanced Materials, vol. 30, no. 29, p.1707035, Jul. 2018.
DOI: 10.1002/adma.201707035
Google Scholar
[33]
F. Suo et al., "A Biomimetic Rigid-Soft Hybrid Underwater Gripper With Compliance, Stability, Precise Control, and High Load Capacity," IEEE Transactions on Robotics, vol. 41, p.3099–3112, 2025.
DOI: 10.1109/TRO.2025.3562458
Google Scholar
[34]
A. Palacios, L. Chiriatti, S. Poppinga, T. Speck, and V. Le Houérou, "Smart Bioinspired Material-Based Actuators: Current Challenges and Prospects," Advanced Intelligent Systems, vol. 7, no. 3, p.2400396, Mar. 2025.
DOI: 10.1002/aisy.202400396
Google Scholar
[35]
Y. Chen et al., "Shape-Memory Polymeric Artificial Muscles: Mechanisms, Applications and Challenges," Molecules, vol. 25, no. 18, 2020.
DOI: 10.3390/molecules25184246
Google Scholar
[36]
M. Ghevondyan, M. Davtyan, and M. Aghayan, "Dielectric elastomer actuators: medical applications review," Discov Mater, vol. 5, no. 1, p.43, 2025.
DOI: 10.1007/s43939-025-00225-7
Google Scholar
[37]
Y. Zhang et al., "Soft robotic grippers: a review," Front Mater, vol. Volume 12-2025, 2025.
DOI: 10.3389/fmats.2025.1692206
Google Scholar
[38]
M. Kalekeyeva et al., "Continuum Robots: Current Trends in Design, Control, and Applications," IEEE Access, vol. 13, p.106771–106792, 2025.
DOI: 10.1109/ACCESS.2025.3580681
Google Scholar
[39]
C. Liang et al., "From human hand joints to continuum robot: how articular surface morphology shapes flexibility and stability in template-based designs," Bioinspir Biomim, vol. 20, no. 4, p.46001, May 2025.
DOI: 10.1088/1748-3190/add97b
Google Scholar
[40]
S. Kolachalama and S. Lakshmanan, "Continuum Robots for Manipulation Applications: A Survey," Journal of Robotics, vol. 2020, no. 1, p.4187048, Jan. 2020.
DOI: 10.1155/2020/4187048
Google Scholar
[41]
J. Winand, T. H. Büscher, and S. N. Gorb, "TriTrap: A Robotic Gripper Inspired by Insect Tarsal Chains," Biomimetics, vol. 9, no. 3, 2024.
DOI: 10.3390/biomimetics9030142
Google Scholar
[42]
Y. Nandwana, U. Sen, and G. Olson, "A Highly Articulated Backbone for Soft Snake Robots," in Biomimetic and Biohybrid Systems, A. Jiménez Rodríguez, R. Mestre, C. Chen, A. Mura, E. Barker, P. Verschure, and T. Prescott, Eds., Cham: Springer Nature Switzerland, 2026, p.234–246.
DOI: 10.1007/978-3-032-07448-5_20
Google Scholar
[43]
E. Brown et al., "Universal robotic gripper based on the jamming of granular material," Proceedings of the National Academy of Sciences, vol. 107, no. 44, p.18809–18814, Nov. 2010.
DOI: 10.1073/pnas.1003250107
Google Scholar
[44]
X. Zeng and H.-J. Su, "A High Performance Pneumatically Actuated Soft Gripper Based on Layer Jamming," J Mech Robot, vol. 15, no. 1, Apr. 2022.
DOI: 10.1115/1.4053857
Google Scholar
[45]
S. Jadhav, M. R. A. Majit, B. Shih, J. P. Schulze, and M. T. Tolley, "Variable Stiffness Devices Using Fiber Jamming for Application in Soft Robotics and Wearable Haptics," Soft Robot, vol. 9, no. 1, p.173–186, Feb. 2021.
DOI: 10.1089/soro.2019.0203
Google Scholar
[46]
S. Li, H. Bai, R. F. Shepherd, and H. Zhao, "Bio-inspired Design and Additive Manufacturing of Soft Materials, Machines, Robots, and Haptic Interfaces," Angewandte Chemie International Edition, vol. 58, no. 33, p.11182–11204, Aug. 2019.
DOI: 10.1002/anie.201813402
Google Scholar
[47]
Y. Xin, X. Zhou, H. Bark, and P. S. Lee, "The Role of 3D Printing Technologies in Soft Grippers," Advanced Materials, vol. 36, no. 34, p.2307963, Aug. 2024.
DOI: 10.1002/adma.202307963
Google Scholar
[48]
M. Yeromina, J. Duplák, S. Mikuláško, and R. Kaščák, "Polymers as the Primary Fabrication Material for Soft Robotic Grippers: A Concise Review," Polymers (Basel), vol. 17, no. 18, 2025.
DOI: 10.3390/polym17182464
Google Scholar
[49]
A. I. Ogorodnikov, O. M. Ogorodnikova, and L. F. R. Vidal, "Using Additive Technologies and Bio-Inspired Design to Create Fingers of Robot Gripper," in Proceedings of the 10th International Conference on Industrial Engineering, A. A. Radionov and V. R. Gasiyarov, Eds., Cham: Springer Nature Switzerland, 2024, p.1–10.
DOI: 10.1007/978-3-031-65870-9_1
Google Scholar
[50]
I. Bernardeschi, O. Tricinci, V. Mattoli, C. Filippeschi, B. Mazzolai, and L. Beccai, "Three-Dimensional Soft Material Micropatterning via Direct Laser Lithography of Flexible Molds," ACS Appl Mater Interfaces, vol. 8, no. 38, p.25019–25023, Sep. 2016.
DOI: 10.1021/acsami.6b08872
Google Scholar
[51]
M. A. Bell, K. P. Becker, and R. J. Wood, "Injection Molding of Soft Robots," Adv Mater Technol, vol. 7, no. 1, p.2100605, Jan. 2022.
DOI: 10.1002/admt.202100605
Google Scholar
[52]
Y. He, X. Zhang, L. Zhu, G. Sun, X. Lou, and M. Dong, "Curvature and force measurement of soft manipulator based on stretchable helical optic fibre," Optical Fiber Technology, vol. 53, p.102010, 2019.
DOI: 10.1016/j.yofte.2019.102010
Google Scholar
[53]
A. E. A. El-Sayed, A. A. El-Betar, and M. E. M. Salem, "Manufacturing and modeling of helix-wrapped pneumatic artificial muscles," Smart Mater Struct, vol. 34, no. 9, p.95027, Sep. 2025.
DOI: 10.1088/1361-665X/ae05dc
Google Scholar
[54]
P. H. Nguyen, F. Lopez-Arellano, W. Zhang, and P. Polygerinos, "Design, Characterization, and Mechanical Programming of Fabric-Reinforced Textile Actuators for a Soft Robotic Hand," in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019, p.8312–8317.
DOI: 10.1109/IROS40897.2019.8968497
Google Scholar
[55]
Wojciech Pyka et al., "On the use of textile materials in robotics," J Eng Fiber Fabr, vol. 15, p.1558925020910725, Jan. 2020.
DOI: 10.1177/1558925020910725
Google Scholar
[56]
C. Rathinasuriyan, J. B. Chandar, N. Lenin, and M. Puviyarasan, "Exploring materials, technologies, applications, and future outlooks in 4D printing: a comprehensive survey," Progress in Additive Manufacturing, vol. 10, no. 9, p.5883–5901, 2025.
DOI: 10.1007/s40964-025-01034-3
Google Scholar
[57]
A. Ding, F. Tang, and E. Alsberg, "4D Printing: A Comprehensive Review of Technologies, Materials, Stimuli, Design, and Emerging Applications," Chem Rev, vol. 125, no. 7, p.3663–3771, Apr. 2025.
DOI: 10.1021/acs.chemrev.4c00070
Google Scholar
[58]
H. Kim, H. Y. Kim, J. H. Koo, G. D. Cha, D.-H. Kim, and H. J. Kim, "Fiber-type soft bioelectronics for wearable and implantable sensing and therapy," BMEMat, vol. n/a, no. n/a, p. e70043, Oct. 2025.
DOI: 10.1002/bmm2.70043
Google Scholar
[59]
M. Vihmar, D. Bambals, A. Aabloo, and I. Must, "Silk-inspired in situ web spinning for situated robots," npj Robotics, vol. 3, no. 1, p.3, 2025.
DOI: 10.1038/s44182-025-00019-2
Google Scholar
[60]
T. Buschmann and B. Trimmer, "Bio-inspired Robot Locomotion," in Neurobiology of Motor Control, 2017, p.443–472.
DOI: 10.1002/9781118873397.ch14
Google Scholar
[61]
L. Zhou, L. Ren, Y. Chen, S. Niu, Z. Han, and L. Ren, "Bio-Inspired Soft Grippers Based on Impactive Gripping," Advanced Science, vol. 8, no. 9, p.2002017, May 2021.
DOI: 10.1002/advs.202002017
Google Scholar
[62]
A. Sarker, T. Ul Islam, and Md. R. Islam, "A Review on Recent Trends of Bioinspired Soft Robotics: Actuators, Control Methods, Materials Selection, Sensors, Challenges, and Future Prospects," Advanced Intelligent Systems, vol. 7, no. 3, p.2400414, Mar. 2025.
DOI: 10.1002/aisy.202400414
Google Scholar
[63]
H. Yang et al., "Multi-Segment Extendable Soft Manipulator Driven by a Pneumatic–Tendon Coupling Mechanism," Biomimetics, vol. 10, no. 10, 2025.
DOI: 10.3390/biomimetics10100643
Google Scholar
[64]
L. Zhang, J. Shi, P. Zhong, D. Meng, and X. Li, "Design and Experimental of a Bio-inspired Tendon-driven Space Manipulator," Procedia Comput Sci, vol. 271, p.86–92, 2025.
DOI: 10.1016/j.procs.2025.10.115
Google Scholar
[65]
P. Chen, Y. Wang, T. Ouyang, N. Koizumi, H. Yokoi, and Y. Jiang, "A Coupled Tendon-Driven Modular Robotic Hand for Dexterous Manipulation," IEEE Robot Autom Lett, vol. 11, no. 1, p.338–345, 2026.
DOI: 10.1109/LRA.2025.3632721
Google Scholar
[66]
M. S. Xavier et al., "Soft Pneumatic Actuators: A Review of Design, Fabrication, Modeling, Sensing, Control and Applications," 2022, Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2022.3179589
Google Scholar
[67]
S. Nie, L. Huo, H. Ji, S. Nie, P. Gao, and H. Li, "Deformation Characteristics of Three-Dimensional Spiral Soft Actuator Driven by Water Hydraulics for Underwater Manipulator," Soft Robot, vol. 11, no. 3, p.410–422, Nov. 2023.
DOI: 10.1089/soro.2023.0085
Google Scholar
[68]
J. Qi, X. Li, Z. Tao, H. Feng, and Y. Fu, "Design and Control of a Hydraulic Driven Robotic Gripper," in 2021 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2021, p.398–404.
DOI: 10.1109/ROBIO54168.2021.9739260
Google Scholar
[69]
Y. Jeong et al., "Design of a Hydraulic-Driven Adaptive Gripper With a Novel Actuation Mechanism," IEEE Robot Autom Lett, vol. 10, no. 8, p.8147–8154, 2025.
DOI: 10.1109/LRA.2025.3583473
Google Scholar
[70]
H. Götz, A. Santarossa, A. Sack, T. Pöschel, and P. Müller, "Soft particles reinforce robotic grippers: Robotic grippers based on granular jamming of soft particles," Jan. 2022.
DOI: 10.1007/s10035-021-01193-4
Google Scholar
[71]
M. T. J. Cairnes, M. C. J. Ford, D. E. Psomopoulou, and P. N. Lepora, "An Overview of Robotic Grippers," Apr. 2023, [Online]. Available: http://arxiv.org/abs/2304.14051.
DOI: 10.1109/mpot.2023.3236143
Google Scholar
[72]
S. Hussain and M. Suhaib, "Mathematical Modeling Of Four Finger Robotic Grippers."
Google Scholar
[73]
L. Álvarez-Hidalgo and I. S. Howard, "Human evaluation of robotic grippers for berry picking." [Online]. Available: https://youtube.com/playlist?list=PLFlgfzQylyK69KlPiWzTve7EWyr2Um5gP.
Google Scholar
[74]
X. Zheng, N. Hou, P. J. D. Dinjens, R. Wang, C. Dong, and G. Xie, "A Thermoplastic Elastomer Belt Based Robotic Gripper," May 2021.
DOI: 10.1109/IROS45743.2020.9341152
Google Scholar
[75]
X. Wang et al., "Bioinspired Intelligent Soft Robotics: From Multidisciplinary Integration to Next-Generation Intelligence," Advanced Science, vol. 12, no. 32, p. e06296, Aug. 2025.
DOI: 10.1002/advs.202506296
Google Scholar
[76]
A. K. Sharma and J. Kunkel, "A Review of Tools and Techniques for Optimization of Workload Mapping and Scheduling in Heterogeneous HPC System," May 2025.
Google Scholar
[77]
G. Giordano, M. Carlotti, and B. Mazzolai, "A Perspective on Cephalopods Mimicry and Bioinspired Technologies toward Proprioceptive Autonomous Soft Robots," Adv Mater Technol, vol. 6, no. 12, p.2100437, Dec. 2021.
DOI: 10.1002/admt.202100437
Google Scholar
[78]
A. K. Schulz et al., "Elephant trunks use an adaptable prehensile grip," Bioinspir Biomim, vol. 18, no. 2, p.26008, Feb. 2023.
DOI: 10.1088/1748-3190/acb477
Google Scholar