Evidence map›Paper›PMID 42342645›Full record

ArticleNature communications2026

Hypernetworks induce stable hyperlocking.

Eddie Nijholt, Tiago Pereira, Matthias Wolfrum, Sagnik Chakraborty, István Z Kiss, Jürgen Kurths

Abstract read
In one paragraph

Article in Nature communications, 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. Review
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

6 authors.

Eddie NijholtInstitute of Mathematical Sciences and Computation, University of São Paulo, São Paulo, Brazil.ORCID http://orcid.org/0000-0001-5984-4572
Tiago PereiraInstitute of Mathematical Sciences and Computation, University of São Paulo, São Paulo, Brazil. tiago@icmc.usp.br.
Matthias WolfrumWeierstrass Institute for Applied Analysis and Stochastics, Berlin, Germany.ORCID http://orcid.org/0000-0002-4278-2675
Sagnik ChakrabortyDepartment of Chemistry, Saint Louis University, St. Louis, MO, USA.
István Z KissDepartment of Chemistry, Saint Louis University, St. Louis, MO, USA.
Jürgen KurthsPotsdam Institute for Climate Impact Research, Potsdam, Germany.ORCID http://orcid.org/0000-0002-5926-4276

Funding

Ministry of Science, Technology and Innovation | Conselho Nacional de Desenvolvimento Científico e Tecnológico (National Council for Scientific and Technological Development) 312287/2021-6
6 · The paper itself

Abstract

Hypernetworks capture coupling structures where interactions extend beyond pairs to groups of three or more units, called hyperedges. They are of increasing importance for many systems such as the brain, social groups, ecosystems, and the climate. We describe here a synchronization phenomenon that is distinctive for hypernetworks. We uncover that in a system of three coupled oscillators with resonant frequencies, the coupling by a triadic hypernetwork motif, where a third node modulates the interaction between two others, can induce a stable locking of a phase triplet, while no pairwise locking is observed. Using normal form transformations and phase reduction, we derive analytically how a specific choice of the coupling functions induces this hyperlocking. We confirm our predictions with both numerical simulations and chemical experiments. Our findings uncover a new synchronization mechanism intrinsic to higher-order interactions and open new directions for controlling real-world complex dynamics beyond pairwise frameworks.

Identifiers

PMID42342645
PMCPMC13448840

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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.