Pith. Sign in

RECORD

Role of explosive instabilities in high-$\beta$ disruptions in tokamaks

PaperPDF from arXiv

data files

Paper breakdownThe authors' claims, conditions and measurements, as JSON Signed receiptProof this review has not been altered
X Bluesky LinkedIn Reddit Hacker News
A. Y. Aydemir, H. H. Lee, S. G. Lee, J. Seol, B. H. Park, Y. K. In

Plasma Physics · Submitted 3 Mar 2016

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

The authors' main claim Intrinsically explosive growth of a ballooning finger is demonstrated in nonlinear magnetohydrodynamic calculations of high-$\beta$ disruptions in tokamaks.

how it is stated · asserted 1.00 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID1603.01083 (version 1)
Pith IDJSA7ZSOY, Pith's permanent record of this paper and its review
CitationA. Y. Aydemir, B. H. Park, H. H. Lee, J. Seol, S. G. Lee, Y. K. In. "Role of explosive instabilities in high-$\beta$ disruptions in tokamaks." arXiv:1603.01083 (2016). https://pith.science/paper/JSA7ZSOY
Claim paper

The compiled record

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.

Open the compiled record

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 3,743 input tokens.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.07 · human participants 0.01 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.11 · compares with prior results 0.07 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

Intrinsically explosive growth of a ballooning finger is demonstrated in nonlinear magnetohydrodynamic calculations of high-$\beta$ disruptions in tokamaks. The explosive finger is formed by an ideally unstable n=1 mode, dominated by an m/n=2/1 component. The quadrupole geometry of the 2/1 perturbed pressure field provides a generic mechanism for the formation of the initial ballooning finger and its subsequent transition from exponential to explosive growth, without relying on secondary processes. The explosive ejection of the hot plasma from the core and stochastization of the magnetic field occur in Alfv\'enic time scales, accounting for the extremely fast growth of the precursor oscillations and the rapidity of the thermal quench in some high-$\beta$ disruptions.

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 Intrinsically explosive growth of a ballooning finger is demonstrated in nonlinear magnetohydrodynamic calculations of high-$\beta$ disruptions in tokamaks. result 0.89 0.91 0.76 asserted 1.00
s1 The explosive finger is formed by an ideally unstable n=1 mode, dominated by an m/n=2/1 component. result 0.99 0.81 0.11 asserted 1.00
s2 The quadrupole geometry of the 2/1 perturbed pressure field provides a generic mechanism for the formation of the initial ballooning finger and its subsequent transition from exponential to explosive growth, without relying on secondary processes. interpretation 0.92 0.80 0.47 asserted 0.99
s3 The explosive ejection of the hot plasma from the core and stochastization of the magnetic field occur in Alfv\'enic time scales, accounting for the extremely fast growth of the precursor oscillations and the rapidity of the thermal quench in some high-$\beta$ disruptions. interpretation 0.76 0.76 0.25 asserted 0.90

What kind of paper the classifier reports this is: simulation study 1.00 · evidence from simulation or computation 1.00.

What was examined, and what was not

sources read
  • arXiv listing abstract v1
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

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

Intrinsically explosive growth of a ballooning finger is demonstrated in nonlinear magnetohydrodynamic calculations of high-$\beta$ disruptions in tokamaks. The explosive finger is formed by an ideally unstable n=1 mode, dominated by an m/n=2/1 component. The quadrupole geometry of the 2/1 perturbed pressure field provides a generic mechanism for the formation of the initial ballooning finger and its subsequent transition from exponential to explosive growth, without relying on secondary processes. The explosive ejection of the hot plasma from the core and stochastization of the magnetic field occur in Alfv\'enic time scales, accounting for the extremely fast growth of the precursor oscillations and the rapidity of the thermal quench in some high-$\beta$ disruptions.

Human review

How Pith checks papers → · Full audit of this paper →

Discussion

Know something about this paper? Leave a comment, or highlight any passage above to comment on it.