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Mean field models of flux transport dynamo and meridional circulation in the Sun and stars

Solar and Stellar Astrophysics · Submitted 18 Feb 2023

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim We conclude with some remarks on how the synergy of mean field theories, flux transport dynamo models, and direct numerical simulations can inspire the future of this field.

how it is stated · hedged possibility 0.73 read the record →

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arXiv ID2302.09390 (version 1)
Pith ID5V6PSXDO, Pith's permanent record of this paper and its review
CitationArnab Rai Choudhuri, Dibyendu Nandy, Gopal Hazra, Leonid Kitchatinov. "Mean field models of flux transport dynamo and meridional circulation in the Sun and stars." arXiv:2302.09390 (2023). https://pith.science/paper/5V6PSXDO
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The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 7,752 input tokens.

What the abstract itself states, as probabilities: claims first 0.02 · states limitation 0.06 · human participants 0.01 · controlled comparison 0.04 · randomized assignment 0.01 · states quantitative result 0.03 · compares with prior results 0.27 · mentions code or data availability 0.01.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

The most widely accepted model of the solar cycle is the flux transport dynamo model. This model evolved out of the traditional $\alpha \Omega$ dynamo model which was first developed at a time when the existence of the Sun's meridional circulation was not known. In these models, the toroidal magnetic field (which gives rise to sunspots) is generated by the stretching of the poloidal field by solar differential rotation. The primary source of the poloidal field in the flux transport models is attributed to the Babcock--Leighton mechanism, in contrast to the mean-field $\alpha$-effect used in earlier models. With the realization that the Sun has a meridional circulation, which is poleward at the surface and is expected to be equatorward at the bottom of the convection zone, its importance for transporting the magnetic fields in the dynamo process was recognized. Much of our understanding about the physics of both the meridional circulation and the flux transport dynamo has come from the mean field theory obtained by averaging the equations of MHD over turbulent fluctuations. The mean field theory of meridional circulation makes clear how it arises out of an interplay between the centrifugal and thermal wind terms. We provide a broad review of mean field theories for solar magnetic fields and flows, the flux transport dynamo modeling paradigm and highlight some of their applications to solar and stellar magnetic cycles. We also discuss how the dynamo-generated magnetic field acts on the meridional circulation of the Sun and how the fluctuations in the meridional circulation, in turn, affect the solar dynamo. We conclude with some remarks on how the synergy of mean field theories, flux transport dynamo models, and direct numerical simulations can inspire the future of this field.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 The most widely accepted model of the solar cycle is the flux transport dynamo model. background 1.00 0.03 0.04 asserted 1.00
s1 This model evolved out of the traditional $\alpha \Omega$ dynamo model which was first developed at a time when the existence of the Sun's meridional circulation was not known. background 1.00 0.03 0.02 asserted 1.00
s2 In these models, the toroidal magnetic field (which gives rise to sunspots) is generated by the stretching of the poloidal field by solar differential rotation. background 1.00 0.04 0.02 asserted 1.00
s3 The primary source of the poloidal field in the flux transport models is attributed to the Babcock--Leighton mechanism, in contrast to the mean-field $\alpha$-effect used in earlier models. background 1.00 0.04 0.04 asserted 0.99
s4 With the realization that the Sun has a meridional circulation, which is poleward at the surface and is expected to be equatorward at the bottom of the convection zone, its importance for transporting the magnetic fields in the dynamo process was recognized. background 0.99 0.05 0.04 asserted 0.76
s5 Much of our understanding about the physics of both the meridional circulation and the flux transport dynamo has come from the mean field theory obtained by averaging the equations of MHD over turbulent fluctuations. background 0.94 0.06 0.04 asserted 0.98
s6 The mean field theory of meridional circulation makes clear how it arises out of an interplay between the centrifugal and thermal wind terms. background 0.92 0.09 0.04 asserted 1.00
s7 We provide a broad review of mean field theories for solar magnetic fields and flows, the flux transport dynamo modeling paradigm and highlight some of their applications to solar and stellar magnetic cycles. contribution 1.00 0.67 0.09 asserted 0.75
s8 We also discuss how the dynamo-generated magnetic field acts on the meridional circulation of the Sun and how the fluctuations in the meridional circulation, in turn, affect the solar dynamo. contribution 1.00 0.18 0.08 asserted 0.86
s9 We conclude with some remarks on how the synergy of mean field theories, flux transport dynamo models, and direct numerical simulations can inspire the future of this field. future work 1.00 0.27 0.50 hedged possibility 0.73

What kind of paper the classifier reports this is: review 1.00 · evidence from literature 0.96.

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  • references and citing sentences
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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

The most widely accepted model of the solar cycle is the flux transport dynamo model. This model evolved out of the traditional $\alpha \Omega$ dynamo model which was first developed at a time when the existence of the Sun's meridional circulation was not known. In these models, the toroidal magnetic field (which gives rise to sunspots) is generated by the stretching of the poloidal field by solar differential rotation. The primary source of the poloidal field in the flux transport models is attributed to the Babcock--Leighton mechanism, in contrast to the mean-field $\alpha$-effect used in earlier models. With the realization that the Sun has a meridional circulation, which is poleward at the surface and is expected to be equatorward at the bottom of the convection zone, its importance for transporting the magnetic fields in the dynamo process was recognized. Much of our understanding about the physics of both the meridional circulation and the flux transport dynamo has come from the mean field theory obtained by averaging the equations of MHD over turbulent fluctuations. The mean field theory of meridional circulation makes clear how it arises out of an interplay between the centrifugal and thermal wind terms. We provide a broad review of mean field theories for solar magnetic fields and flows, the flux transport dynamo modeling paradigm and highlight some of their applications to solar and stellar magnetic cycles. We also discuss how the dynamo-generated magnetic field acts on the meridional circulation of the Sun and how the fluctuations in the meridional circulation, in turn, affect the solar dynamo. We conclude with some remarks on how the synergy of mean field theories, flux transport dynamo models, and direct numerical simulations can inspire the future of this field.

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References
How the literature uses it

5 arXiv papers cite this in 5 sentences

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

Papers citing it

Cites it as background 5 papers

What it cites · 83 sentences without a confident label

Builds on 2 papers
Uses data or values from 2 papers
Compares with 3 papers
  • In this context, an independent study by [ref] claims that a relatively faster meridional flow in the rising phase of the cycle followed by a slower flow in the declining phase (on average throughout the meridional flow loop in the convection zone) can explain the occurrence of unusually deep minima between solar activity cycles; the results of [ref] does not appear to be inconsistent with this finding.

    The unusual minimum of sunspot cycle 23 a consequence of Sun's meridional plasma flow variations · Evidence for variations · 0.98

  • In this context, an independent study by [ref] claims that a relatively faster meridional flow in the rising phase of the cycle followed by a slower flow in the declining phase (on average throughout the meridional flow loop in the convection zone) can explain the occurrence of unusually deep minima between solar activity cycles; the results of [ref] does not appear to be inconsistent with this finding.

    A theoretical model of the variation of the meridional circulation with the solar cycle · Evidence for variations · 0.98

  • The results of [ref] are in broad agreement with this.

    The origin of grand minima in the sunspot cycle · The effects of random fluctuations in the · 0.93

Cites as support 8 papers
  • The Babcock-Leighton poloidal source is well constrained by near surface observations and is now thought to be the dominant driver of cycle to cycle variability over at least centennial time-scales [ref] ; these can be adequately captured in data driven surface flux transport models or dynamo models.

    Sunspot group tilt angles and the strength of the solar cycle · The Future: Towards bridging mean-field approaches, flux transport dynamos and full magnetohydrodynamic simulations · 0.98

  • The Babcock-Leighton poloidal source is well constrained by near surface observations and is now thought to be the dominant driver of cycle to cycle variability over at least centennial time-scales [ref] ; these can be adequately captured in data driven surface flux transport models or dynamo models.

    The crucial role of surface magnetic fields for the solar dynamo · The Future: Towards bridging mean-field approaches, flux transport dynamos and full magnetohydrodynamic simulations · 0.98

  • Subsequent research has shown that under certain circumstances the flux transport paradigm can work even in the presence of complex, multi-cellular meridional flow [ref] .

    Is a deep one-cell meridional circulation essential for the flux transport Solar Dynamo? · Modelling the solar cycle: the paradigm shift from the $αΩ$ dynamo to the flux transport dynamo · 0.97

Cites as background 16 papers

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