Pith. Sign in

RECORD

Muon-induced neutron production and detection with GEANT4 and FLUKA

High Energy Physics - Experiment · Submitted 5 Nov 2004

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

The authors' main claim We conclude that both packages are suited for this type of simulation, although further improvements are desirable in both cases.

how it is stated · asserted 0.98 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv IDhep-ex/0411026 (version 4)
Pith IDROLHLH54, Pith's permanent record of this paper and its review
CitationH. M. Araujo, N. J. C. Spooner, T. J. Sumner, V. A. Kudryavtsev. "Muon-induced neutron production and detection with GEANT4 and FLUKA." arXiv:hep-ex/0411026 (2004). https://pith.science/paper/ROLHLH54
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-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,349 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.77 · human participants 0.02 · controlled comparison 0.18 · randomized assignment 0.01 · states quantitative result 0.97 · compares with prior results 0.91 · mentions code or data availability 0.03.

The abstract, sentence by sentence

arXiv listing abstract v4. Results and the main claim are underlined; .

We report on a comparison study of the Monte Carlo packages GEANT4 and FLUKA for simulating neutron production by muons penetrating deep underground. GEANT4 is found to generate fewer neutrons at muon energies above ~100 GeV, by at most a factor of 2 in some materials, which we attribute mainly to lower neutron production in hadronic cascades. As a practical case study, the muon-induced neutron background expected in a 250 kg liquid-xenon WIMP dark matter detector was calculated and good agreement was found for the recoil event rates. The detailed model of neutron elastic scattering in GEANT4 was also shown to influence the nuclear recoil spectrum observed in the target, which is presently a shortcoming of FLUKA. We conclude that both packages are suited for this type of simulation, although further improvements are desirable in both cases.

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 report on a comparison study of the Monte Carlo packages GEANT4 and FLUKA for simulating neutron production by muons penetrating deep underground. contribution 1.00 0.87 0.04 asserted 0.87
s1 GEANT4 is found to generate fewer neutrons at muon energies above ~100 GeV, by at most a factor of 2 in some materials, which we attribute mainly to lower neutron production in hadronic cascades. result 0.98 0.95 0.09 asserted 1.00
s2 As a practical case study, the muon-induced neutron background expected in a 250 kg liquid-xenon WIMP dark matter detector was calculated and good agreement was found for the recoil event rates. result 0.84 0.94 0.06 asserted 1.00
s3 The detailed model of neutron elastic scattering in GEANT4 was also shown to influence the nuclear recoil spectrum observed in the target, which is presently a shortcoming of FLUKA. result 0.85 0.87 0.04 asserted 1.00
s4 We conclude that both packages are suited for this type of simulation, although further improvements are desirable in both cases. interpretation 0.71 0.72 0.94 asserted 0.98

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 v4
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 report on a comparison study of the Monte Carlo packages GEANT4 and FLUKA for simulating neutron production by muons penetrating deep underground. GEANT4 is found to generate fewer neutrons at muon energies above ~100 GeV, by at most a factor of 2 in some materials, which we attribute mainly to lower neutron production in hadronic cascades. As a practical case study, the muon-induced neutron background expected in a 250 kg liquid-xenon WIMP dark matter detector was calculated and good agreement was found for the recoil event rates. The detailed model of neutron elastic scattering in GEANT4 was also shown to influence the nuclear recoil spectrum observed in the target, which is presently a shortcoming of FLUKA. We conclude that both packages are suited for this type of simulation, although further improvements are desirable in both cases.

Human review
References
How the literature uses it

6 arXiv papers cite this in 9 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 · 5 sentences without a confident label

Uses its data or values 2 papers
  • Thus the PDG tables [ref] give the rather large value of 88 cm for the nuclear interaction length in polyethylene, and for example in a Monte Carlo study with a lead-hydrocarbon shield [ref] the authors remark that this “provides effective shielding only for below 10 MeV”.

    Features of Fast Neutrons in Dark Matter Searches · Introduction · 0.83

  • The neutron yield depends on the atomic weight $A$ of the material via a power law $a·A^b$, where $b = 0.76 - 0.82$ for 280 GeV muons, depending on the used simulation package [ref] .

    Direct dark matter detection: the next decade · External backgrounds · 0.95

Compares with it 1 paper
Cites it as background 1 paper
  • For detailed studies of MC predictions for neutron production by cosmic ray muons for various depths and materials, and comparisons with experimental data, see Refs. [ref] .

    Cosmogenic neutron production at Daya Bay · Detector Simulation · 0.90

Discussion

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