Evidence map›Paper›PMID 42902535›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

MagGami: An Electromagnetic Origami Actuator With High Stiffness-Switching Density for Lightweight Joint-Space Wearable Haptics.

Tianhao Jin, Zirui Niu, Qingyun Tang, Zemin Wang, Yu Qiao, Guocai Yao, Yong Zhou, Boxue Shan, Yan Zhang, Dangxiao Wang

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Tianhao Jin *State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.ORCID https://orcid.org/0009-0001-5688-9473
Zirui Niu *State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.
Qingyun TangState Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.
Zemin WangState Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.ORCID https://orcid.org/0000-0002-6561-7058
Yu QiaoState Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.
Guocai YaoBeijing Academy of Artificial Intelligence, Beijing, China.
Yong ZhouLinkerbot Beijing Technology Co., Ltd, Beijing, China.
Boxue ShanState Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.ORCID https://orcid.org/0000-0003-2706-5907
Yan ZhangState Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.
Dangxiao WangState Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.ORCID https://orcid.org/0000-0002-3178-6494

Funding

Zhiyuan Scholar Program of Beijing Academy of Artificial Intelligence (BAAI) KH54-9798-01
6 · The paper itself

Abstract

Kinesthetic feedback gloves play a central role in immersive virtual and augmented reality (VR/AR) by enabling the perception of object shape, stiffness, and spatial constraints. However, key challenges remain: 1) achieving a large stiffness contrast between free-space and constrained-space states, 2) enabling independent actuation on finger joints, and 3) maintaining lightweight, low-power wearable operation. Here, we introduce MagGami, a miniaturized origami-based variable-stiffness actuator weighing 1.2 g for distributed joint-space integration. By combining origami geometric interlocking with an electromagnetic bistable mechanism, it can be triggered by transient current pulses at the flattened 0° configuration of the origami mechanism. MagGami switches from a freely compliant state to a self-locked high-resistance state with a mean locking response time of 102.8 ms, while requiring no coil power to hold the locked state. The mean device-level locked-to-free effective rotational-stiffness ratio is 795.46, corresponding to a module-level stiffness-switching density of 6.63 × 10

Indexed as

joint‐space feedbackmagnetic forceorigami roboticswearable haptics

Identifiers

PMID42902535
PMCPMC13683896

What OpenQuestion holds

Textmetadata
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Registered trials

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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.