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Parallelizing the Symbolic Manipulation Program FORM Part I: Workstation Clusters and Message Passing

High Energy Physics - Phenomenology · Submitted 20 Jul 2000

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

The authors' main claim The present paper is the first of a series of papers reporting on the parallelization of the symbolic manipulation program FORM on different parallel architectures.

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arXiv IDhep-ph/0007221 (version 1)
CitationA. Retey (Karlsruhe U., D. Fliegner (Karlsruhe U., J.A.M. Vermaseren (NIKHEF Amsterdam), TTP). "Parallelizing the Symbolic Manipulation Program FORM Part I: Workstation Clusters and Message Passing." arXiv:hep-ph/0007221 (2000). https://pith.science/paper/hep-ph/0007221
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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-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 3,559 input tokens, $0.0001 reported.

What the abstract itself states, as probabilities: claims first 0.51 · states limitation 0.19 · human participants 0.02 · controlled comparison 0.08 · randomized assignment 0.01 · states quantitative result 0.03 · compares with prior results 0.10 · mentions code or data availability 0.03.

The abstract, sentence by sentence

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

The present paper is the first of a series of papers reporting on the parallelization of the symbolic manipulation program FORM on different parallel architectures. Part I deals with workstation clusters using dedicated network hardware and the messages passing libraries (MPI and PVM). After a short introduction to the sequential version of FORM a detailed analysis of the different platforms used is given and the structure of the parallel version of FORM is explained. The forthcoming part II will describe the parallelization of FORM on SMP (symmetrical multi-processing) architectures.

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 present paper is the first of a series of papers reporting on the parallelization of the symbolic manipulation program FORM on different parallel architectures. contribution 0.54 0.53 0.06 asserted 1.00
s1 Part I deals with workstation clusters using dedicated network hardware and the messages passing libraries (MPI and PVM). contribution 0.62 0.50 0.05 asserted 1.00
s2 After a short introduction to the sequential version of FORM a detailed analysis of the different platforms used is given and the structure of the parallel version of FORM is explained. contribution 0.63 0.69 0.07 asserted 0.99
s3 The forthcoming part II will describe the parallelization of FORM on SMP (symmetrical multi-processing) architectures. future work 1.00 0.24 0.04 asserted 1.00

What kind of paper the classifier reports this is: method or tool 1.00 · evidence from simulation or computation 0.44.

What was examined, and what was not

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  • arXiv listing abstract v1
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
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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 present paper is the first of a series of papers reporting on the parallelization of the symbolic manipulation program FORM on different parallel architectures. Part I deals with workstation clusters using dedicated network hardware and the messages passing libraries (MPI and PVM). After a short introduction to the sequential version of FORM a detailed analysis of the different platforms used is given and the structure of the parallel version of FORM is explained. The forthcoming part II will describe the parallelization of FORM on SMP (symmetrical multi-processing) architectures.

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2 arXiv papers cite this in 2 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

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