Evidence map›Paper›PMID 41706854›Full record

ArticleScience advances2026

Inertia-driven amphibious robot with asymmetric microundulatory fin arrays.

Lingqi Tang, Yongzun Yang, Bing Li, Bingfu Zhang, Qiguang He, Hongliang Ren, Yao Li

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Lingqi TangSchool of Robotics and Advanced Manufacture, Harbin Institute of Technology, Shenzhen, Shenzhen, China.ORCID 0000-0002-3827-9612
Yongzun YangSchool of Robotics and Advanced Manufacture, Harbin Institute of Technology, Shenzhen, Shenzhen, China.ORCID 0009-0004-6353-8315
Bing LiSchool of Robotics and Advanced Manufacture, Harbin Institute of Technology, Shenzhen, Shenzhen, China.ORCID 0000-0002-5055-8921
Bingfu ZhangSchool of Robotics and Advanced Manufacture, Harbin Institute of Technology, Shenzhen, Shenzhen, China.ORCID 0000-0001-8696-5169
Qiguang HeMechanical and Automation Engineering Department, The Chinese University of Hong Kong, Hong Kong, China.ORCID 0000-0001-7103-4273
Hongliang RenElectronic Engineering Department, The Chinese University of Hong Kong, Hong Kong, China.ORCID 0000-0002-6488-1551
Yao LiSchool of Robotics and Advanced Manufacture, Harbin Institute of Technology, Shenzhen, Shenzhen, China.ORCID 0000-0003-3656-5858

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Centimeter-scale amphibious robots are promising for versatile tasks. Existing solutions use active and multiple mechanisms for environmental interaction; however, such designs face sealing challenges at small scales and are often complex and unreliable. Here, we present an inertia-driven actuation strategy combining a variable-output voice coil motor (VCM) with a fully sealed rigid shell. By modulating the VCM output, the robot achieves jumping, full-stroke vibration for terrestrial locomotion and small-stroke vibration for aquatic propulsion. Terrestrial tests demonstrate rapid motion on granular media, continuous jumping, and load carrying. The robot also uses passive tilted fins that convert reciprocating motion into steerable aquatic thrust, realizing an inertia-driven multidirectional propulsion mechanism. Thrust generation and frequency-dependent propulsion were analyzed through aquatic experiments, high-speed particle image velocimetry, and simulations. Last, a 24-gram legless prototype (Leglessbot) demonstrated effective locomotion across diverse terrain, offering a compact solution for underactuated amphibious mobility.

Identifiers

PMID41706854
PMCPMC12915614

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.