ArticleMicrosystems & nanoengineering2025
Sensing-actuating integrated asymmetric multilayer hydrogel muscle for soft robotics.
Article in Microsystems & nanoengineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
4 citing papers in PubMed.
- Carbon nanotube fiber electrodes modified with surface-arrayed nanowires for enhanced mass transport in electrochemical nanofabrication.Microsystems & nanoengineering · 2026Article
- Progress and perspectives in soft robotics for surgery and rehabilitation.Journal of robotic surgery · 2026Review
- Achieving Ultrastiff Polyampholyte Nanocomposite Hydrogels via the Synergistic Strategy of Effective Nanoparticle Aggregation and Multi-Bond Networks.Gels (Basel, Switzerland) · 2026Article
- Micro/nano-robotic medical device: preparation, actuation mechanisms and their applications in medicine.RSC advances · 2025Review
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Achieving autonomously responding to external stimuli and providing real-time feedback on their motion state are key challenges in soft robotics. Herein, we propose an asymmetric three-layer hydrogel muscle with integrated sensing and actuating performances. The actuating layer, made of p(NIPAm-HEMA), features an open pore structure, enabling it to achieve 58% volume shrinkage in just 8 s. The customizable heater allows for efficient programmable deformation of the actuating layer. A strain-responsive hydrogel layer, with a linear response of up to 50% strain, is designed to sense the deformation process. Leveraging these actuating and sensing capabilities, we develop an integrated hydrogel muscle that can recognize lifted objects with various weights or grasped objects of different sizes. Furthermore, we demonstrate a self-crawling robot to showcase the application potential of the hydrogel muscle for soft robots working in aquatic environments. This robot, featuring a modular distributed sensing and actuating layer, can autonomously move forward under closed-loop control based on self-detected resistance signals. The strategy of modular distributed stimuli-responsive sensing and actuating materials offers unprecedented capabilities for creating smart and multifunctional soft robotics.
Identifiers
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.