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  • Letter
  • Published:

Ultra-low-frequency gravitational waves from cosmological and astrophysical processes

Abstract

Gravitational waves at ultra-low frequencies (100 nHz) are key to understanding the assembly and evolution of astrophysical black hole binaries with masses ~106–109M at low redshifts1,2,3. These gravitational waves also offer a unique window into a wide variety of cosmological processes4,5,6,7,8,9,10,11. Pulsar timing arrays12,13,14 are beginning to measure15 this stochastic signal at ~1–100 nHz and the combination of data from several arrays16,17,18,19 is expected to confirm a detection in the next few years20. The dominant physical processes generating gravitational radiation at nHz frequencies are still uncertain. Pulsar timing array observations alone are currently unable21 to distinguish a binary black hole astrophysical foreground22 from a cosmological background due to, say, a first-order phase transition at a temperature ~1–100 MeV in a weakly interacting dark sector8,9,10,11. This letter explores the extent to which incorporating integrated bounds on the ultra-low-frequency gravitational wave spectrum from any combination of cosmic microwave background23,24, big bang nucleosynethesis25,26 or astrometric27,28 observations can help to break this degeneracy.

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Fig. 1: Combined constraints on GW backgrounds and foregrounds.
Fig. 2: Posteriors on the PT-model parameters.
Fig. 3: Combined constraints on power-law stochastic GW signals.
Fig. 4: Combined measurements of the GW energy densities in the background and foreground.

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Data availability

The data used for the analyses presented is publicly available from: https://data.nanograv.org.

Code availability

The code used for the analyses presented here, including that to make all figures, is available at https://github.com/cjm96/PTA_and_IntegratedConstraints, which uses code from https://github.com/AMitridate/bokeh/tree/master/bokeh-app.

References

  1. Sesana, A., Vecchio, A. & Colacino, C. N. The stochastic gravitational-wave background from massive black hole binary systems: implications for observations with pulsar timing arrays. Mon. Not. R. Astron. Soc. 390, 192–209 (2008).

    Article  ADS  Google Scholar 

  2. Sesana, A. Systematic investigation of the expected gravitational wave signal from supermassive black hole binaries in the pulsar timing band. Mon. Not. R. Astron. Soc. 433, L1–L5 (2013).

    Article  ADS  Google Scholar 

  3. Kelley, L. Z., Blecha, L., Hernquist, L., Sesana, A. & Taylor, S. R. The gravitational wave background from massive black hole binaries in Illustris: spectral features and time to detection with pulsar timing arrays. Mon. Not. R. Astron. Soc. 471, 4508–4526 (2017).

    Article  ADS  Google Scholar 

  4. De Luca, V., Franciolini, G. & Riotto, A. NANOGrav data hints at primordial black holes as dark matter. Phys. Rev. Lett. 126, 041303 (2021).

    Article  ADS  Google Scholar 

  5. Vaskonen, V. & Veermäe, H. Did NANOGrav see a signal from primordial black hole formation? Phys. Rev. Lett. 126, 051303 (2021).

    Article  ADS  Google Scholar 

  6. Ellis, J. & Lewicki, M. Cosmic string interpretation of NANOGrav pulsar timing data. Phys. Rev. Lett. 126, 041304 (2021).

    Article  ADS  MathSciNet  Google Scholar 

  7. Blasi, S., Brdar, V. & Schmitz, K. Has NANOGrav found first evidence for cosmic strings? Phys. Rev. Lett. 126, 041305 (2021).

    Article  ADS  MathSciNet  Google Scholar 

  8. Nakai, Y., Suzuki, M., Takahashi, F. & Yamada, M. Gravitational waves and dark radiation from dark phase transition: connecting NANOGrav pulsar timing data and Hubble tension. Phys. Lett. B 816, 136238 (2021).

    Article  MathSciNet  Google Scholar 

  9. Ratzinger, W. & Schwaller, P. Whispers from the dark side: confronting light new physics with NANOGrav data. SciPost Phys. 10, 047 (2021).

    Article  ADS  Google Scholar 

  10. Addazi, A., Cai, Y.-F., Gan, Q., Marciano, A. & Zeng, K. NANOGrav results and dark first order phase transitions. Sci. China Phys. Mech. Astron. 64, 290411 (2021).

    Article  ADS  Google Scholar 

  11. Schwaller, P. Gravitational waves from a dark phase transition. Phys. Rev. Lett. 115, 181101 (2015).

    Article  ADS  Google Scholar 

  12. Sazhin, M. V. Opportunities for detecting ultralong gravitational waves. Sov. Astron. 22, 36–38 (1978).

    ADS  Google Scholar 

  13. Detweiler, S. Pulsar timing measurements and the search for gravitational waves. Astrophys. J. 234, 1100–1104 (1979).

    Article  ADS  Google Scholar 

  14. Foster, R. S. & Backer, D. C. Constructing a pulsar timing array. Astrophys. J. 361, 300–308 (1990).

    Article  ADS  Google Scholar 

  15. Arzoumanian, Z. et al. The NANOGrav 12.5 yr data set: search for an isotropic stochastic gravitational-wave background. Astrophys. J. Lett. 905, L34 (2020).

    Article  ADS  Google Scholar 

  16. Shannon, R. M. et al. Gravitational waves from binary supermassive black holes missing in pulsar observations. Science 349, 1522–1525 (2015).

    Article  ADS  MathSciNet  MATH  Google Scholar 

  17. Lentati, L. et al. European Pulsar Timing Array limits on an isotropic stochastic gravitational-wave background. Mon. Not. R. Astron. Soc. 453, 2576–2598 (2015).

    Article  ADS  Google Scholar 

  18. Arzoumanian, Z. et al. The NANOGrav 11 year data set: pulsar-timing constraints on the stochastic gravitational-wave background. Astrophys. J. 859, 47 (2018).

    Article  ADS  Google Scholar 

  19. Verbiest, J. P. W. et al. The International Pulsar Timing Array: first data release. Mon. Not. R. Astron. Soc. 458, 1267–1288 (2016).

    Article  ADS  Google Scholar 

  20. Pol, N. S. et al. Astrophysics milestones for pulsar timing array gravitational-wave detection. Astrophys. J. Lett. 911, L34 (2021).

    Article  ADS  Google Scholar 

  21. Arzoumanian, Z. et al. Searching for gravitational waves from cosmological phase transitions with the NANOGrav 12.5-year dataset. Preprint at https://arxiv.org/abs/2104.13930 (2021).

  22. Middleton, H. et al. Massive black hole binary systems and the NANOGrav 12.5 yr results. Mon. Not. R. Astron. Soc. 502, L99–L103 (2021).

    Article  ADS  Google Scholar 

  23. Smith, T. L., Pierpaoli, E. & Kamionkowski, M. New cosmic microwave background constraint to primordial gravitational waves. Phys. Rev. Lett. 97, 021301 (2006).

    Article  ADS  Google Scholar 

  24. Clarke, T. J., Copeland, E. J. & Moss, A. Constraints on primordial gravitational waves from the cosmic microwave background. J. Cosmol. Astropart. Phys. 2020, 002 (2020).

    Article  MathSciNet  Google Scholar 

  25. Cooke, R. J., Pettini, M., Jorgenson, R. A., Murphy, M. T. & Steidel, C. C. Precision measures of the primordial abundance of deuterium. Astrophys. J. 781, 31 (2014).

    Article  ADS  Google Scholar 

  26. Maggiore, M. Gravitational Waves Vol. 2 (Oxford Univ. Press, 2018).

  27. Darling, J., Truebenbach, A. E. & Paine, J. Astrometric limits on the stochastic gravitational wave background. Astrophys. J. 861, 113 (2018).

    Article  ADS  Google Scholar 

  28. Book, L. G. & Flanagan, É. É. Astrometric effects of a stochastic gravitational wave background. Phys. Rev. D 83, 024024 (2011).

    Article  ADS  Google Scholar 

  29. Planck Collaboration Planck 2018 results. VI. Cosmological parameters. Astron. Astrophys. 641, A6 (2020).

    Article  Google Scholar 

  30. Mihaylov, D. P., Moore, C. J., Gair, J. R., Lasenby, A. & Gilmore, G. Astrometric effects of gravitational wave backgrounds with non-Einsteinian polarizations. Phys. Rev. D 97, 124058 (2018).

    Article  ADS  MathSciNet  Google Scholar 

  31. Caprini, C., Durrer, R. & Servant, G. The stochastic gravitational wave background from turbulence and magnetic fields generated by a first-order phase transition. J. Cosmol. Astropart. Phys. 2009, 024 (2009).

    Article  Google Scholar 

  32. Jinno, R. & Takimoto, M. Gravitational waves from bubble collisions: an analytic derivation. Phys. Rev. D 95, 024009 (2017).

    Article  ADS  MathSciNet  Google Scholar 

  33. Hindmarsh, M., Huber, S. J., Rummukainen, K. & Weir, D. J. Shape of the acoustic gravitational wave power spectrum from a first order phase transition. Phys. Rev. D 96, 103520 (2017).

    Article  ADS  Google Scholar 

  34. Perera, B. B. P. et al. The International Pulsar Timing Array: second data release. Mon. Not. R. Astron. Soc. 490, 4666–4687 (2019).

    Article  ADS  Google Scholar 

  35. Janssen, G. et al. Gravitational wave astronomy with the SKA. In Proc. Advancing Astrophysics with the Square Kilometre Array (AASKA14) 37 (SKA, 2015).

  36. Hellings, R. W. & Downs, G. S. Upper limits on the isotropic gravitational radiation background from pulsar timing analysis. Astrophys. J. Lett. 265, L39–L42 (1983).

    Article  ADS  Google Scholar 

  37. Brandenburg, A., Clarke, E., He, Y. & Kahniashvili, T. Can we observe the QCD phase transition-generated gravitational waves through pulsar timing arrays? Phys. Rev. D 104, 043513 (2021).

    Article  ADS  Google Scholar 

  38. Neronov, A., Pol, A. R., Caprini, C. & Semikoz, D. NANOGrav signal from magnetohydrodynamic turbulence at the QCD phase transition in the early universe. Phys. Rev. D 103, L041302 (2021).

    Article  ADS  Google Scholar 

  39. Li, S.-L., Shao, L., Wu, P. & Yu, H. NANOGrav signal from first-order confinement-deconfinement phase transition in different QCD-matter scenarios. Phys. Rev. D 104, 043510 (2021).

    Article  ADS  Google Scholar 

  40. Abe, K. T., Tada, Y. & Ueda, I. Induced gravitational waves as a cosmological probe of the sound speed during the QCD phase transition. J. Cosmol. Astropart. Phys. 2021, 048 (2021).

    Article  MathSciNet  Google Scholar 

  41. Vagnozzi, S. Implications of the NANOGrav results for inflation. Mon. Not. R. Astron. Soc. 502, L11–L15 (2021).

    Article  ADS  Google Scholar 

  42. Braginsky, V. B., Kardashev, N. S., Polnarev, A. G. & Novikov, I. D. Propagation of electromagnetic radiation in a random field of gravitational waves and space radio interferometry. Nuovo Cimento B 105, 1141–1158 (1990).

    Article  ADS  Google Scholar 

  43. Kaiser, N. & Jaffe, A. Bending of light by gravity waves. Astrophys. J. 484, 545–554 (1997).

    Article  ADS  Google Scholar 

  44. Schutz, B. F. Astrometric and timing effects of gravitational waves. Proc. Int. Astron. Union 261, 234–239 (2010).

    MATH  Google Scholar 

  45. Pyne, T., Gwinn, C. R., Birkinshaw, M., Eubanks, T. M. & Matsakis, D. N. Gravitational radiation and very long baseline interferometry. Astrophys. J. 465, 566–577 (1996).

    Article  ADS  Google Scholar 

  46. Shapiro, I. I. in Methods in Experimental Physics Vol. 12, 261–276 (Academic Press, 1976).

  47. Gaia Collaboration et al. The Gaia mission. Astron. Astrophys. 595, A1 (2016).

  48. Gaia Collaboration Gaia early data release 3. Summary of the contents and survey properties. Astron. Astrophys. 649, A1 (2021).

    Article  Google Scholar 

  49. Moore, C. J., Mihaylov, D. P., Lasenby, A. & Gilmore, G. Astrometric search method for individually resolvable gravitational wave sources with Gaia. Phys. Rev. Lett. 119, 261102 (2017).

    Article  ADS  Google Scholar 

  50. Klioner, S. A. Gaia-like astrometry and gravitational waves. Class. Quantum Gravity 35, 045005 (2018).

    Article  ADS  MathSciNet  MATH  Google Scholar 

  51. Mignard, F. & Klioner, S. Analysis of astrometric catalogues with vector spherical harmonics. Astron. Astrophys. 547, A59 (2012).

    Article  ADS  Google Scholar 

  52. Qin, W., Boddy, K. K., Kamionkowski, M. & Dai, L. Pulsar-timing arrays, astrometry, and gravitational waves. Phys. Rev. D 99, 063002 (2019).

    Article  ADS  MathSciNet  Google Scholar 

  53. O’Beirne, L. & Cornish, N. J. Constraining the polarization content of gravitational waves with astrometry. Phys. Rev. D 98, 024020 (2018).

    Article  ADS  MathSciNet  Google Scholar 

  54. Mihaylov, D. P., Moore, C. J., Gair, J. R., Lasenby, A. & Gilmore, G. Astrometric effects of gravitational wave backgrounds with nonluminal propagation speeds. Phys. Rev. D 101, 024038 (2020).

    Article  ADS  MathSciNet  Google Scholar 

  55. Gwinn, C. R., Eubanks, T. M., Pyne, T., Birkinshaw, M. & Matsakis, D. N. Quasar proper motions and low-frequency gravitational waves. Astrophys. J. 485, 87–91 (1997).

    Article  ADS  Google Scholar 

  56. Titov, O., Lambert, S. B. & Gontier, A. M. VLBI measurement of the secular aberration drift. Astron. Astrophys. 529, A91 (2011).

    Article  ADS  Google Scholar 

  57. Paine, J., Darling, J., Graziani, R. & Courtois, H. M. Secular extragalactic parallax: measurement methods and predictions for Gaia. Astrophys. J. 890, 146 (2020).

    Article  ADS  Google Scholar 

  58. Hobbs, D. et al. GaiaNIR: Combining optical and near-infra-red (NIR) capabilities with time-delay-integration (TDI) sensors for a future Gaia-like mission. Preprint at https://arxiv.org/abs/1609.07325 (2016).

  59. Theia Collaboration et al. Theia: faint objects in motion or the new astrometry frontier. Preprint at https://arxiv.org/abs/1707.01348 (2017).

  60. Speagle, J. S. DYNESTY: a dynamic nested sampling package for estimating Bayesian posteriors and evidences. Mon. Not. R. Astron. Soc. 493, 3132–3158 (2020).

    Article  ADS  Google Scholar 

  61. Skilling, J. Nested sampling. AIP Conf. Proc. 735, 395–405 (2004).

    Article  ADS  MathSciNet  Google Scholar 

  62. Middleton, H., Del Pozzo, W., Farr, W. M., Sesana, A. & Vecchio, A. Astrophysical constraints on massive black hole binary evolution from pulsar timing arrays. Mon. Not. R. Astron. Soc. 455, L72–L76 (2016).

    Article  ADS  Google Scholar 

  63. Phinney, E. S. A practical theorem on gravitational wave backgrounds. Preprint at https://arxiv.org/abs/astro-ph/0108028 (2001).

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Acknowledgements

A.V. acknowledges the support of the Royal Society and Wolfson Foundation. We thank W. Ratzinger and K. Schmitz for useful discussions on the analysis.

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Both C.J.M. and A.V. jointly conceived this study. C.J.M. performed the numerical calculations. Both C.J.M. and A.V. jointly analysed and interpreted the results and wrote the manuscript.

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Correspondence to Christopher J. Moore.

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Moore, C.J., Vecchio, A. Ultra-low-frequency gravitational waves from cosmological and astrophysical processes. Nat Astron 5, 1268–1274 (2021). https://doi.org/10.1038/s41550-021-01489-8

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