ArticleNature communications2025
Stiffening iron particles to modulate physical interactions.
Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Design, Modeling and Performance Analysis of an Actively Variable Stiffness Pneumatic Flexible Bending Joint.Sensors (Basel, Switzerland) · 2026Article
- Granular Jamming in Soft Robotics: Simulation Frameworks and Emerging Possibilities-Review.Biomimetics (Basel, Switzerland) · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Variable rigidity is vital for autonomous hardware systems to interact with unstructured environments, which allows them to be both soft and rigid depending on their motor intent. Extensive research has focused on granular jamming, owing to its excellent shape adaptability for irregular three-dimensional objects. However, previous approaches relying on pneumatic actuation suffered from limitations, such as slow jamming transitions and heavily tethered system designs. Here, we propose a magnetic field-based granular jamming principle, aiming to achieve rapid and precise stiffness tunability with an electrically driven modular hardware design. Our proposed concept incorporates a magnetorheological membrane, size-mixed soft magnetic particles, an optimized electromagnet, and a thin-film force sensor. Owing to the inherent nature of electromagnetic systems, the experimental results demonstrate a rapid response within 0.1 sec and precise stiffness tunability. Furthermore, we incorporate this technology into robotic applications, including grasping, locomotion, and tangible user interfaces, to demonstrate the enhanced performances of practical systems even with additional functions like in-fingerpad manipulation. The magnetic jamming concept and its design principle could be extended to other jamming geometries. We anticipate that this technology has promising applications in robotics, effectively modulating system-environment physical interactions.
Identifiers
What OpenQuestion holds
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.