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Updated: Aug 6, 2026

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Four-Dimensional Printing of Stimuli-Responsive Hydrogel-Based Soft Robots
Published on: January 13, 2023
High-Strength, Self-Sensing Multiphase Hydrogels for Load-Bearing Actuation and Logical Human-Machine Interaction
Zhilin Zhang1, Jiayi Gu1, Lina Wang2
1Department of Chemistry, College of Sciences, Northeastern University, Shenyang, 110819, People's Republic of China.
Nano-Micro Letters
|July 22, 2026
Summary
New hydrogels act as artificial muscles, offering fast response, high strength, and self-sensing capabilities. This breakthrough enables load-bearing actuation and complex interactive applications for next-generation smart soft materials.
Area of Science:
- Materials Science
- Polymer Science
- Robotics
Background:
- Stimuli-responsive hydrogels are key for artificial muscles and soft robotics.
- Current hydrogels face limitations in balancing actuation performance with mechanical strength.
- This trade-off restricts their use in applications involving external force loads.
Purpose of the Study:
- To develop novel photothermal-responsive hydrogel actuators with enhanced mechanical strength and self-sensing capabilities.
- To overcome the limitations of existing hydrogels in load-bearing actuation.
- To create a new platform for smart soft materials enabling complex interactive applications.
Main Methods:
- Utilized a cascade polymerization strategy to synthesize poly(N-isopropylacrylamide) (PNIPAM)-based hydrogels.
- Introduced electrical sensing and mechanically enhanced polymer network phases.
- Investigated photothermal responsiveness, actuation performance under load, and self-sensing characteristics.
Main Results:
- Developed PNIPAM-based hydrogel actuators exhibiting fast response, high strength, and self-sensing.
- Demonstrated actuation under external loads significantly exceeding the hydrogel's own mass.
- Generated differentiated electrical signals corresponding to applied load magnitudes, enabling binary information encoding.
- Established a closed-loop logic control system using logic gates and IoT technology for remote interactive communication.
Conclusions:
- The developed hydrogel actuators address the critical gap in load-bearing actuation for smart soft materials.
- The material enables novel applications in binary information encoding and closed-loop control systems.
- This research opens new avenues for the next generation of advanced soft robotic actuators and interactive materials.

