Evidence map›Paper›PMID 34663734›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

The area rule for circulation in three-dimensional turbulence.

Kartik P Iyer, Sachin S Bharadwaj, Katepalli R Sreenivasan

Open access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
6.9field-weighted citation impact, top 2% of its field
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

4 citing papers in PubMed, 43 citations in OpenAlex.

  1. Superstatistics approach to turbulent circulation fluctuations.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Hybrid quantum algorithms for flow problems.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  3. Article
  4. Minimal surfaces unveiled from the statistics of turbulent circulation fluctuations.Proceedings of the National Academy of Sciences of the United States of America · 2021
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors at 3 institutions in 2 countries.

Kartik P IyerDepartment of Physics, Michigan Technological University, Houghton, MI 49931.ORCID 0000-0001-7071-9211
Sachin S BharadwajTandon School of Engineering, New York University, New York, NY 11201.ORCID 0000-0002-6497-9006
Katepalli R SreenivasanTandon School of Engineering, New York University, New York, NY 11201; katepalli.sreenivasan@nyu.edu.
Michigan Technological University · USNew York University · USNew York University Abu Dhabi · AE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

An important idea underlying a plausible dynamical theory of circulation in three-dimensional turbulence is the so-called area rule, according to which the probability density function (PDF) of the circulation around closed loops depends only on the minimal area of the loop, not its shape. We assess the robustness of the area rule, for both planar and nonplanar loops, using high-resolution data from direct numerical simulations. For planar loops, the circulation moments for rectangular shapes match those for the square with only small differences, these differences being larger when the aspect ratio is farther from unity and when the moment order increases. The differences do not exceed about 5% for any condition examined here. The aspect ratio dependence observed for the second-order moment is indistinguishable from results for the Gaussian random field (GRF) with the same two-point correlation function (for which the results are order-independent by construction). When normalized by the SD of the PDF, the aspect ratio dependence is even smaller ( < 2%) but does not vanish unlike for the GRF. We obtain circulation statistics around minimal area loops in three dimensions and compare them to those of a planar loop circumscribing equivalent areas, and we find that circulation statistics match in the two cases only when normalized by an internal variable such as the SD. This work highlights the hitherto unknown connection between minimal surfaces and turbulence.

Indexed as

direct numerical simulationisotropic turbulencevelocity circulation

Identifiers

PMID34663734
PMCPMC8639329
OpenAlexW3205613147

What OpenQuestion holds

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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.