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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
Researchers developed strong, self-sensing hydrogels for artificial muscles. These stimuli-responsive materials offer fast actuation, high strength, and can encode binary information for smart systems.
Area of Science:
- Materials Science
- Polymer Chemistry
- Robotics
Background:
- Stimuli-responsive hydrogels are key for artificial muscles and soft robotics.
- Current hydrogels face limitations due to a trade-off between actuation performance and mechanical strength.
- This restricts their use in applications requiring load-bearing capabilities.
Purpose of the Study:
- To develop novel photothermal-responsive hydrogels with enhanced mechanical strength and self-sensing capabilities.
- To overcome the limitations of existing hydrogels in actuation performance and load-bearing capacity.
- To create advanced soft actuators for complex interactive applications.
Main Methods:
- Utilized a cascade polymerization strategy to create poly(N-isopropylacrylamide) (PNIPAM)-based hydrogels.
- Introduced electrical sensing and mechanically enhanced polymer network phases.
- Investigated photothermal responsiveness, actuation under load, and self-sensing properties.
Main Results:
- Achieved PNIPAM-based hydrogel actuators with fast response, high strength, and self-sensing performance.
- Demonstrated actuation under external loads significantly exceeding the hydrogel's own mass.
- Developed a binary information encoding system based on load-dependent actuation and sensing signals.
- Established a closed-loop logic control system using logic gates and IoT technology for remote interaction.
Conclusions:
- The developed hydrogels bridge the gap in load-bearing actuation for traditional hydrogels.
- These materials enable complex interactive applications and open new avenues for smart soft materials.
- The self-sensing and actuating capabilities pave the way for next-generation soft robotics and interactive systems.

