Evidence map›Paper›PMID 42432208›Full record

ArticleNature nanotechnology2026

Nanosecond phase ordering in ultra-large spin Hall nano-oscillator lattices for unconventional computing.

Nilamani Behera, Avinash Kumar Chaurasiya, Akash Kumar, Roman Khymyn, Artem Litvinenko, Lakhan Bainsla, Ahmad A Awad, Johan Åkerman

Abstract read
In one paragraph

Article in Nature nanotechnology, 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

8 authors.

Nilamani Behera *Department of Physics, University of Gothenburg, Gothenburg, Sweden. nilamani@iitbbs.ac.in.ORCID http://orcid.org/0000-0001-5138-433X
Avinash Kumar Chaurasiya *Department of Physics, University of Gothenburg, Gothenburg, Sweden. avinash.kumar@physics.gu.se.ORCID http://orcid.org/0000-0002-3063-5707
Akash Kumar *Department of Physics, University of Gothenburg, Gothenburg, Sweden.ORCID http://orcid.org/0000-0002-4105-3681
Roman KhymynDepartment of Physics, University of Gothenburg, Gothenburg, Sweden.ORCID http://orcid.org/0000-0002-9698-1610
Artem LitvinenkoDepartment of Physics, University of Gothenburg, Gothenburg, Sweden.ORCID http://orcid.org/0000-0002-3880-5184
Lakhan BainslaDepartment of Physics, University of Gothenburg, Gothenburg, Sweden.ORCID http://orcid.org/0000-0001-9626-4278
Ahmad A AwadDepartment of Physics, University of Gothenburg, Gothenburg, Sweden.ORCID http://orcid.org/0000-0002-5908-3619
Johan ÅkermanDepartment of Physics, University of Gothenburg, Gothenburg, Sweden. johan.akerman@physics.gu.se.ORCID http://orcid.org/0000-0002-3513-6608

Funding

EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 835068Vetenskapsrådet (Swedish Research Council) 2016-05980 & 2024-01943
6 · The paper itself

Abstract

Networks of coupled oscillators underpin fundamental studies of collective dynamics and emerging paradigms in physical computing. Spin Hall nano-oscillators (SHNOs) are particularly attractive due to their scalability and fast spin-wave-mediated interactions, yet mutual synchronization has so far been limited to small arrays and predominantly steady-state characterization. Here we demonstrate nanosecond phase ordering in lattices of up to N = 105,000 constriction-type SHNOs with widths of 10-20 nm. Microwave spectra reveal full mutual synchronization, a quality factor exceeding 10

Identifiers

PMID42432208
PMCPMC13468112

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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.