Evidence map›Paper›PMID 41195958›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Multifunctional Fluidic Units for Emergent, Responsive Robotic Behaviors.

Mostafa Mousa, Alberto Comoretto, Johannes T B Overvelde, Antonio E Forte

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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. Active Oscillations of Elastic Membranes Arising from the Coupling with a Catalytic Reaction.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    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

4 authors.

Mostafa MousaDepartment of Engineering Science, University of Oxford, Parks Road, Oxford, OX1 3PJ, UK.ORCID https://orcid.org/0000-0001-5071-2282
Alberto ComorettoAutonomous Matter Department, AMOLF, Science Park 104, Amsterdam, 1098 XG, The Netherlands.ORCID https://orcid.org/0009-0005-1149-1401
Johannes T B OverveldeAutonomous Matter Department, AMOLF, Science Park 104, Amsterdam, 1098 XG, The Netherlands.ORCID https://orcid.org/0000-0003-0253-0147
Antonio E ForteDepartment of Engineering Science, University of Oxford, Parks Road, Oxford, OX1 3PJ, UK.ORCID https://orcid.org/0000-0001-8049-9179

Funding

European Union's 2020 ERC-STG 948132UK Research and Innovation MR/X035506/1
6 · The paper itself

Abstract

Fluidic circuits have shown significant promise in enabling complex functionality in soft robots with a minimal number of input signals. However, implementing complex behaviors typically involves numerous specialized components, resulting in intricate and nonversatile circuits. To address this challenge, a multifunctional fluidic unit designed to operate flexibly as a valve, sensor, or actuator is introduced. This unit provides an extensive design space that allows precise tuning to achieve the desired functionality. In particular, one configuration integrates all three functions simultaneously, resulting in a self-sensing oscillating actuator. By assembling multiple units-each customized for specific roles-complex robotic behaviors can be realized. The versatility and effectiveness of this modular approach are demonstrated by creating several robotic systems, including a controlled shaker, a multimodal hopper, and a crawler capable of sensing environmental boundaries. Furthermore, when these units are mechanically coupled via a shared body, it exhibit emergent passive behaviors, such as self-synchronization-a behavior that is elucidated with a Kuramoto model of networks of oscillators. This study highlights the potential of multifunctionality as a powerful and efficient strategy for realizing embodied intelligence in fluidic robotic systems.

Indexed as

implicit synchronisationpneumatic valvesreconfigurabilityself‐oscillating actuatorssoft robots

Identifiers

PMID41195958
PMCPMC12994330

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.