ArticleJournal of the Royal Society, Interface2023
The role of hydrodynamics in collective motions of fish schools and bioinspired underwater robots.
Article in Journal of the Royal Society, Interface, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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.
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.
Who cites it
9 citing papers in PubMed, 43 citations in OpenAlex.
- Behavioral Dynamics of Zebrafish Under Hydrodynamic Stimuli Induced by Magnetic Microactuator in Microfluidics.Biosensors · 2026Article
- Emergent collective dynamics of microrobotic swarms in viscoelastic media: a computational perspective.The European physical journal. E, Soft matter · 2026Article
- Article
- Flow velocity and boundary effects on fish interaction.Scientific reports · 2025Article
- Beyond planar: fish schools adopt ladder formations in 3D.Scientific reports · 2025Article
- Effects of boundaries for high Reynolds number artificial swimmers.Scientific reports · 2025Article
- Minding the gap between artificial and biological computing paradigms for biologically loyal AI.Frontiers in systems neuroscience · 2025Article
- Collective movement of schooling fish reduces the costs of locomotion in turbulent conditions.PLoS biology · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Collective behaviour defines the lives of many animal species on the Earth. Underwater swarms span several orders of magnitude in size, from coral larvae and krill to tunas and dolphins. Agent-based algorithms have modelled collective movements of animal groups by use of
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What OpenQuestion holds
Registered trials
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.