Evidence map›Paper›PMID 42137719›Full record

ArticleNpj flexible electronics2026

Soft bionic actuation explains the functional role of whisking in seal whisker sensing.

Chinmay Gupta, Anastasiia O Krushynska, Bayu Jayawardhana, Liangliang Cheng, Ajay Giri Prakash Kottapalli

Abstract read
In one paragraph

Article in Npj flexible electronics, 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.

Chinmay GuptaDepartment of Bioinspired MEMS and Biomedical Devices (BMBD), Engineering and Technology Institute (ENTEG), Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.
Anastasiia O KrushynskaComputational Mechanical and Materials Engineering Group, Engineering and Technology Institute Groningen (ENTEG), Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.
Bayu JayawardhanaDiscrete Technology and Production Automation Group, Engineering and Technology Institute Groningen (ENTEG), Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.
Liangliang ChengComputational Mechanical and Materials Engineering Group, Engineering and Technology Institute Groningen (ENTEG), Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.
Ajay Giri Prakash KottapalliDepartment of Bioinspired MEMS and Biomedical Devices (BMBD), Engineering and Technology Institute (ENTEG), Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Seals exhibit exceptional ability to navigate and detect underwater prey with high precision, even in complete darkness using their ultra-sensitive whiskers. These whiskers combine two key adaptations: undulatory morphology, which suppresses self-induced vibrations and rhythmic whisking, which actively probes surrounding water. Most previous studies of whisker-based hydrodynamic sensing focused on static artificial whiskers, leaving the functional role of whisking largely unexplored. We show that undulated harbor seal whiskers exhibit threefold lower vortex-induced vibrations (VIV) and over fiftyfold higher signal-to-noise ratio (SNR) than California sea lion whiskers. To study the functional role of whisking in the sensing performance of the whiskers, an artificial muscle comprised of an electrohydraulic soft actuator was integrated at the base of a natural whisker, allowing precise stiffness control and rhythmic whisking. Finally, we developed a bionic seal muzzle with 30 natural whiskers per side, capable of whisking at variable angles and frequencies, closely mimicking natural dynamics. Our results indicate that undulatory morphology and active whisker protraction are essential for seals to achieve sufficiently high SNR to track prey trails.

Indexed as

BiophysicsEcologyEngineeringOcean sciencesPhysicsZoology

Identifiers

PMID42137719
PMCPMC13167458

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.