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Improving the signal-to-noise-ratio in lattice gauge theories

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Paper breakdownThe authors' claims, conditions and measurements, as JSON Signed receiptProof this review has not been altered
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Kurt Langfeld, Hugo Reinhardt, Oliver Tennert

High Energy Physics - Lattice · Submitted 28 Apr 1997

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

The authors' main claim We prove that the contributions of the ''irrelevant'' operators to the screening mass decrease towards the continuum limit.

how it is stated · asserted 1.00 read the record →

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arXiv IDhep-lat/9704017 (version 1)
Pith IDB7NPTZNO, Pith's permanent record of this paper and its review
CitationHugo Reinhardt, Kurt Langfeld, Oliver Tennert. "Improving the signal-to-noise-ratio in lattice gauge theories." arXiv:hep-lat/9704017 (1997). https://pith.science/paper/B7NPTZNO
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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.

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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,733 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.13 · human participants 0.01 · controlled comparison 0.91 · randomized assignment 0.01 · states quantitative result 0.11 · compares with prior results 0.97 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

Renormalization of composite fields is employed to suppress the statistical noise in lattice gauge calculations. We propose a new action which differs from the standard Wilson action by ''irrelevant'' operators, but suppresses the fluctuations of the plaquette. We numerically study the Creutz ratios and find a scaling window. The SU(2) mass gap is estimated. We prove that the contributions of the ''irrelevant'' operators to the screening mass decrease towards the continuum limit. The results obtained from the action with noise suppression are compared with those of the standard Wilson action.

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 Renormalization of composite fields is employed to suppress the statistical noise in lattice gauge calculations. method 0.64 0.29 0.16 asserted 1.00
s1 We propose a new action which differs from the standard Wilson action by ''irrelevant'' operators, but suppresses the fluctuations of the plaquette. contribution 0.63 0.90 0.12 asserted 0.92
s2 We numerically study the Creutz ratios and find a scaling window. result 0.66 0.96 0.07 asserted 1.00
s3 The SU(2) mass gap is estimated. result 0.99 0.87 0.07 asserted 1.00
s4 We prove that the contributions of the ''irrelevant'' operators to the screening mass decrease towards the continuum limit. result 0.93 0.93 0.32 asserted 1.00
s5 The results obtained from the action with noise suppression are compared with those of the standard Wilson action. contribution 0.45 0.87 0.14 asserted 0.86

What kind of paper the classifier reports this is: simulation study 0.58 · evidence from simulation or computation 1.00.

What was examined, and what was not

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not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
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  • P abstract
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  • 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

Renormalization of composite fields is employed to suppress the statistical noise in lattice gauge calculations. We propose a new action which differs from the standard Wilson action by ''irrelevant'' operators, but suppresses the fluctuations of the plaquette. We numerically study the Creutz ratios and find a scaling window. The SU(2) mass gap is estimated. We prove that the contributions of the ''irrelevant'' operators to the screening mass decrease towards the continuum limit. The results obtained from the action with noise suppression are compared with those of the standard Wilson action.

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