Pith. Sign in

RECORD

Composite gravitational-wave detection of compact binary coalescence

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
Kipp Cannon, Chad Hanna, Drew Keppel, Antony C. Searle

Data Analysis, Statistics and Probability · Submitted 3 Jan 2011

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

The authors' main claim This can greatly improve the prospects for a computationally feasible rapid detection scheme across a large compact binary parameter space.

how it is stated · hedged possibility 0.94 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID1101.0584 (version 1)
Pith IDFSSJBUF4, Pith's permanent record of this paper and its review
CitationAntony C. Searle, Chad Hanna, Drew Keppel, Kipp Cannon. "Composite gravitational-wave detection of compact binary coalescence." arXiv:1101.0584 (2011). https://pith.science/paper/FSSJBUF4
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, 4,118 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.07 · states limitation 0.09 · human participants 0.02 · controlled comparison 0.04 · randomized assignment 0.01 · states quantitative result 0.04 · compares with prior results 0.56 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

The detection of gravitational waves from compact binaries relies on a computationally burdensome processing of gravitational-wave detector data. The parameter space of compact-binary-coalescence gravitational waves is large and optimal detection strategies often require nearly redundant calculations. Previously, it has been shown that singular value decomposition of search filters removes redundancy. Here we will demonstrate the use of singular value decomposition for a composite detection statistic. This can greatly improve the prospects for a computationally feasible rapid detection scheme across a large compact binary parameter space.

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 detection of gravitational waves from compact binaries relies on a computationally burdensome processing of gravitational-wave detector data. background 1.00 0.07 0.03 asserted 1.00
s1 The parameter space of compact-binary-coalescence gravitational waves is large and optimal detection strategies often require nearly redundant calculations. background 1.00 0.07 0.03 asserted 0.66
s2 Previously, it has been shown that singular value decomposition of search filters removes redundancy. background 1.00 0.03 0.04 asserted 1.00
s3 Here we will demonstrate the use of singular value decomposition for a composite detection statistic. contribution 0.97 0.64 0.15 asserted 0.94
s4 This can greatly improve the prospects for a computationally feasible rapid detection scheme across a large compact binary parameter space. interpretation 0.99 0.24 0.71 hedged possibility 0.94

What kind of paper the classifier reports this is: method or tool 1.00 · evidence from simulation or computation 0.55.

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

The detection of gravitational waves from compact binaries relies on a computationally burdensome processing of gravitational-wave detector data. The parameter space of compact-binary-coalescence gravitational waves is large and optimal detection strategies often require nearly redundant calculations. Previously, it has been shown that singular value decomposition of search filters removes redundancy. Here we will demonstrate the use of singular value decomposition for a composite detection statistic. This can greatly improve the prospects for a computationally feasible rapid detection scheme across a large compact binary parameter space.

Human review

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

How the literature uses it

6 arXiv papers cite this in 8 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 · 7 sentences without a confident label

Cites it as support 1 paper

Discussion

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