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The NANOGrav 15 yr Data Set: Search for Signals from New Physics

📅 June 29, 2023 👤 Adeela Afzal, Gabriella Agazie, Akash Anumarlapudi et al. 📖 The Astrophysical Journal Letters 📊 757 citations

🤖 Plain-English Summary

Abstract The 15 yr pulsar timing data set collected by the North American Nanohertz Observatory for Gravitational Waves (NANOGrav) shows positive evidence for the presence of a low-frequency gravitational-wave (GW) background. We find no evidence for either of these signals and thus report updated constraints on these models.

🔑 Key Findings

  • In this paper, we investigate potential cosmological interpretations of this signal, specifically cosmic inflation, scalar-induced GWs, first-order phase transitions, cosmic strings, and domain walls.
  • We find that, with the exception of stable cosmic strings of field theory origin, all these models can reproduce the observed signal.
  • When compared to the standard interpretation in terms of inspiraling supermassive black hole binaries (SMBHBs), many cosmological models seem to provide a better fit resulting in Bayes factors in the range from 10 to 100.

💡 Why This Matters

This research advances how AI systems learn, reason, and solve problems — with direct implications for automation and scientific discovery.

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📋 Article Details

Category 🤖 Artificial Intelligence
Published Jun 29, 2023
Journal The Astrophysical Journal Letters
Authors Adeela Afzal, Gabriella Agazie, Akash Anumarlapudi, Anne M. Archibald, Zaven Arzoumanian
DOI 10.3847/2041-8213/acdc91
Citations 757
Source OpenAlex

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