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Lattice QCD on Small Computers

High Energy Physics - Lattice · Submitted 7 Jul 1995

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

The authors' main claim We demonstrate that lattice QCD calculations can be made $10^3$--$10^6$ times faster by using very coarse lattices.

how it is stated · asserted 1.00 read the record →

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arXiv IDhep-lat/9507010 (version 3)
Pith IDYPJWWXKS, Pith's permanent record of this paper and its review
CitationG. Hockney, G.P. Lepage, M. Alford, P.B.Mackenzie, W. Dimm. "Lattice QCD on Small Computers." arXiv:hep-lat/9507010 (1995). https://pith.science/paper/YPJWWXKS
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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, 3,575 input tokens, $0.0001 reported.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.14 · human participants 0.01 · controlled comparison 0.12 · randomized assignment 0.01 · states quantitative result 0.94 · compares with prior results 0.49 · mentions code or data availability 0.03.

The abstract, sentence by sentence

arXiv listing abstract v3. Results and the main claim are underlined; .

We demonstrate that lattice QCD calculations can be made $10^3$--$10^6$ times faster by using very coarse lattices. To obtain accurate results, we replace the standard lattice actions by perturbatively-improved actions with tadpole-improved correction terms that remove the leading errors due to the lattice. To illustrate the power of this approach, we calculate the static-quark potential, and the charmonium spectrum and wavefunctions using a desktop computer. We obtain accurate results that are independent of the lattice spacing and agree well with experiment.

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 We demonstrate that lattice QCD calculations can be made $10^3$--$10^6$ times faster by using very coarse lattices. result 0.67 0.87 0.84 asserted 1.00
s1 To obtain accurate results, we replace the standard lattice actions by perturbatively-improved actions with tadpole-improved correction terms that remove the leading errors due to the lattice. method 0.99 0.80 0.07 asserted 0.99
s2 To illustrate the power of this approach, we calculate the static-quark potential, and the charmonium spectrum and wavefunctions using a desktop computer. contribution 0.80 0.96 0.08 asserted 0.97
s3 We obtain accurate results that are independent of the lattice spacing and agree well with experiment. result 1.00 0.96 0.44 asserted 1.00

What kind of paper the classifier reports this is: method or tool 0.74 · evidence from simulation or computation 1.00.

What was examined, and what was not

sources read
  • arXiv listing abstract v3
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

We demonstrate that lattice QCD calculations can be made $10^3$--$10^6$ times faster by using very coarse lattices. To obtain accurate results, we replace the standard lattice actions by perturbatively-improved actions with tadpole-improved correction terms that remove the leading errors due to the lattice. To illustrate the power of this approach, we calculate the static-quark potential, and the charmonium spectrum and wavefunctions using a desktop computer. We obtain accurate results that are independent of the lattice spacing and agree well with experiment.

Human review
References
How the literature uses it

20 arXiv papers cite this in 25 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 · 13 sentences without a confident label

Uses its method or tool 8 papers
Uses its data or values 1 paper
Compares with it 1 paper
Cites it as support 1 paper
Cites it as background 1 paper

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