Evidence map›Paper›PMID 42712261›Full record

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

A Magnetic-Driven Self-Rotation-Stabilized Miniature Swimming Robot.

Fujun Wang, Chuhan Zhang, Hao Zhang, Yanling Tian, Cunman Liang

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

5 authors.

Fujun WangKey Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, People's Republic of China.ORCID https://orcid.org/0000-0001-8884-9874
Chuhan ZhangKey Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, People's Republic of China.
Hao ZhangKey Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, People's Republic of China.
Yanling TianSchool of Engineering, University of Warwick, Coventry, UK.ORCID https://orcid.org/0000-0001-6787-4130
Cunman LiangKey Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, People's Republic of China.ORCID https://orcid.org/0000-0002-5398-5208

Funding

EU HORIZON 2021 L4DNANO 101086227National Key R&D Program of China 2023YFE0108900National Natural Science Foundation of China 52305611National Natural Science Foundation of China U23A20618
6 · The paper itself

Abstract

Miniature swimming robots (MSRs) are crucial in fields like environmental science, industry, and healthcare, especially in accessing narrow underwater spaces. However, current disturbances and undercurrents in real waters can severely disrupt the trajectory and stability of the MSRs, preventing them from effectively completing their intended movements and maneuvers. To address this challenge, this paper proposes a magnetic-driven self-rotation-stabilized miniature swimming robot (MSMSR), inspired by the Dipterocarpus alatus seed rotation mechanism. The robot features a polyhedral deployable structure (PDS) with flexible joints and four inclined magnetized feet. These flexible joints enable energy accumulation for rapid swimming, while the PDS facilitates pulsating propulsion. The magnetized feet support rotational movement, allowing stable self-rotation swimming. Additionally, a resonance-driven strategy, based on the coupling of the robot's natural frequency with the magnetic field frequency, enhances its swimming performance. Experimental results show a maximum swimming speed of 43.7 mm/s and a maximum self-rotational angular velocity of 4.7 rad/s. When subjected to lateral water flow with a velocity of 150 mm/s, the robot stabilizes within 1.3 s. Furthermore, the robot can swim directionally into narrow spaces and accurately measure the pH value of the target water, highlighting its potential application in water environment monitoring and related scenarios.

Indexed as

magnetic‐drivenminiature swimming robotspolyhedral deployable structureresonance‐driven strategyself‐rotation‐stabilizedwater environment monitoring

Identifiers

PMID42712261
PMCPMC13555360

What OpenQuestion holds

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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.