Estimating Astrophysical Population Properties using a multi-component Stochastic Gravitational-Wave Background Search
Abstract: The recent start of the fourth observing run of the LIGO-Virgo-KAGRA (LVK) collaboration has reopened the hunt for gravitational-wave (GW) signals, with one compact-binary-coalescence (CBC) signal expected to be observed every few days. Among the signals that could be detected for the first time there is the stochastic gravitational-wave background (SGWB) from the superposition of unresolvable GW signals that cannot be detected individually. In fact, multiple SGWBs are likely to arise given the variety of sources, making it crucial to identify the dominant components and assess their origin. However, most search methods with ground-based detectors assume the presence of one SGWB component at a time, which could lead to biased results in estimating its spectral shape if multiple SGWBs exist. Therefore, a joint estimate of the components is necessary. In this work, we adapt such an approach and analyse the data from the first three LVK observing runs, searching for a multi-component isotropic SGWB. We do not find evidence for any SGWB and establish upper limits on the dimensionless energy parameter $\Omega_{\rm gw}(f)$ at 25 Hz for five different power-law spectral indices, $\alpha = 0, \, 2/3,\, 2,\, 3,\, 4$, jointly. For the spectral indices $\alpha = 2/3,\, 2, \, 4$, corresponding to astrophysical SGWBs from CBCs, r-mode instabilities in young rotating neutron stars, and magnetars, we draw further astrophysical implications by constraining the ensemble parameters $K_{\rm CBC}, \, K_{\rm r-modes}, \, K_{\rm magnetars}$, defined in the main text.
- A. e. a. Buikema, Sensitivity and performance of the advanced ligo detectors in the third observing run, Phys. Rev. D 102, 062003 (2020).
- F. Acernese et al. (Virgo), The Virgo O3 run and the impact of the environment, Class. Quant. Grav. 39, 235009 (2022), arXiv:2203.04014 [gr-qc] .
- J. Aasi et al. (LIGO Scientific), Advanced LIGO, Class. Quant. Grav. 32, 074001 (2015), arXiv:1411.4547 [gr-qc] .
- F. Acernese et al. (VIRGO), Advanced Virgo: a second-generation interferometric gravitational wave detector, Class. Quant. Grav. 32, 024001 (2015), arXiv:1408.3978 [gr-qc] .
- M. S. et al., The science case for LIGO-india, Classical and Quantum Gravity 39, 025004 (2021).
- R. W. Kiendrebeogo et al., Updated observing scenarios and multi-messenger implications for the International Gravitational-wave Network’s O4 and O5 (2023), arXiv:2306.09234 [astro-ph.HE] .
- P. A. Rosado, Gravitational wave background from binary systems, Phys. Rev. D 84, 084004 (2011), arXiv:1106.5795 [gr-qc] .
- C. Wu, V. Mandic, and T. Regimbau, Accessibility of the Gravitational-Wave Background due to Binary Coalescences to Second and Third Generation Gravitational-Wave Detectors, Phys. Rev. D 85, 104024 (2012), arXiv:1112.1898 [gr-qc] .
- P. A. Rosado, Gravitational wave background from rotating neutron stars, Phys. Rev. D 86, 104007 (2012), arXiv:1206.1330 [gr-qc] .
- T. Regimbau and J. A. de Freitas Pacheco, Cosmic background of gravitational waves from rotating neutron stars, Astron. Astrophys. 376, 381 (2001), arXiv:astro-ph/0105260 .
- C.-J. Wu, V. Mandic, and T. Regimbau, Accessibility of the stochastic gravitational wave background from magnetars to the interferometric gravitational wave detectors, Phys. Rev. D 87, 042002 (2013).
- X.-J. Zhu, X.-L. Fan, and Z.-H. Zhu, Stochastic Gravitational Wave Background from Neutron Star r-mode Instability Revisited, Astrophys. J. 729, 59 (2011b), arXiv:1102.2786 [astro-ph.CO] .
- P. D. Lasky, M. F. Bennett, and A. Melatos, Stochastic gravitational wave background from hydrodynamic turbulence in differentially rotating neutron stars, Phys. Rev. D 87, 063004 (2013), arXiv:1302.6033 [astro-ph.HE] .
- S. Marassi, R. Schneider, and V. Ferrari, Gravitational wave backgrounds and the cosmic transition from Population III to Population II stars, Mon. Not. Roy. Astron. Soc. 398, 293 (2009), arXiv:0906.0461 [astro-ph.CO] .
- X.-J. Zhu, E. Howell, and D. Blair, Observational upper limits on the gravitational wave production of core collapse supernovae, Mon. Not. Roy. Astron. Soc. 409, L132 (2010), arXiv:1008.0472 [gr-qc] .
- V. Ferrari, S. Matarrese, and R. Schneider, Gravitational wave background from a cosmological population of core collapse supernovae, Mon. Not. Roy. Astron. Soc. 303, 247 (1999b), arXiv:astro-ph/9804259 .
- T. W. B. Kibble, Topology of Cosmic Domains and Strings, J. Phys. A 9, 1387 (1976).
- S. Sarangi and S. H. H. Tye, Cosmic string production towards the end of brane inflation, Phys. Lett. B 536, 185 (2002), arXiv:hep-th/0204074 .
- X. Siemens, V. Mandic, and J. Creighton, Gravitational wave stochastic background from cosmic (super)strings, Phys. Rev. Lett. 98, 111101 (2007), arXiv:astro-ph/0610920 .
- L. Marzola, A. Racioppi, and V. Vaskonen, Phase transition and gravitational wave phenomenology of scalar conformal extensions of the Standard Model, Eur. Phys. J. C 77, 484 (2017), arXiv:1704.01034 [hep-ph] .
- V. Mandic, S. Bird, and I. Cholis, Stochastic Gravitational-Wave Background due to Primordial Binary Black Hole Mergers, Phys. Rev. Lett. 117, 201102 (2016), arXiv:1608.06699 [astro-ph.CO] .
- S. Clesse, J. García-Bellido, and S. Orani, Detecting the Stochastic Gravitational Wave Background from Primordial Black Hole Formation (2018), arXiv:1812.11011 [astro-ph.CO] .
- E. Bagui and S. Clesse, A boosted gravitational wave background for primordial black holes with broad mass distributions and thermal features, Phys. Dark Univ. 38, 101115 (2022), arXiv:2110.07487 [astro-ph.CO] .
- S. Mukherjee, M. S. P. Meinema, and J. Silk, Prospects of discovering subsolar primordial black holes using the stochastic gravitational wave background from third-generation detectors, Mon. Not. Roy. Astron. Soc. 510, 6218 (2022), arXiv:2107.02181 [astro-ph.CO] .
- S. Mukherjee and J. Silk, Can we distinguish astrophysical from primordial black holes via the stochastic gravitational wave background?, Mon. Not. Roy. Astron. Soc. 506, 3977 (2021), arXiv:2105.11139 [gr-qc] .
- X. Martin and A. Vilenkin, Gravitational wave background from hybrid topological defects, Phys. Rev. Lett. 77, 2879 (1996), arXiv:astro-ph/9606022 .
- H. An and C. Yang, Gravitational Waves Produced by Domain Walls During Inflation (2023), arXiv:2304.02361 [hep-ph] .
- A. A. Starobinskiǐ, Spectrum of relict gravitational radiation and the early state of the universe, Soviet Journal of Experimental and Theoretical Physics Letters 30, 682 (1979).
- R. Bar-Kana, Limits on direct detection of gravitational waves, Phys. Rev. D 50, 1157 (1994), arXiv:astro-ph/9401050 .
- M. S. Turner, Detectability of inflation produced gravitational waves, Phys. Rev. D 55, R435 (1997), arXiv:astro-ph/9607066 .
- M. Gasperini and G. Veneziano, Pre - big bang in string cosmology, Astropart. Phys. 1, 317 (1993), arXiv:hep-th/9211021 .
- V. Mandic and A. Buonanno, Accessibility of the pre-big-bang models to ligo, Phys. Rev. D 73, 063008 (2006), arXiv:astro-ph/0510341 .
- M. Gasperini, Observable gravitational waves in pre-big bang cosmology: an update, JCAP 12, 010, arXiv:1606.07889 [gr-qc] .
- G. Agazie et al. (NANOGrav), The NANOGrav 15 yr Data Set: Evidence for a Gravitational-wave Background, Astrophys. J. Lett. 951, L8 (2023), arXiv:2306.16213 [astro-ph.HE] .
- J. Antoniadis et al., The second data release from the European Pulsar Timing Array III. Search for gravitational wave signals (2023), arXiv:2306.16214 [astro-ph.HE] .
- D. J. Reardon et al., Search for an Isotropic Gravitational-wave Background with the Parkes Pulsar Timing Array, Astrophys. J. Lett. 951, L6 (2023), arXiv:2306.16215 [astro-ph.HE] .
- H. Xu et al., Searching for the Nano-Hertz Stochastic Gravitational Wave Background with the Chinese Pulsar Timing Array Data Release I, Res. Astron. Astrophys. 23, 075024 (2023), arXiv:2306.16216 [astro-ph.HE] .
- C. Ungarelli and A. Vecchio, Studying the anisotropy of the gravitational wave stochastic background with LISA, Phys. Rev. D 64, 121501 (2001), arXiv:astro-ph/0106538 .
- A. Parida, S. Mitra, and S. Jhingan, Component Separation of a Isotropic Gravitational Wave Background, JCAP 04, 024, arXiv:1510.07994 [astro-ph.CO] .
- J. Suresh, D. Agarwal, and S. Mitra, Jointly setting upper limits on multiple components of an anisotropic stochastic gravitational-wave background, Phys. Rev. D 104, 102003 (2021), arXiv:2106.09593 [gr-qc] .
- B. Allen and J. D. Romano, Detecting a stochastic background of gravitational radiation: Signal processing strategies and sensitivities, Phys. Rev. D 59, 102001 (1999), arXiv:gr-qc/9710117 .
- E. S. Phinney, A Practical theorem on gravitational wave backgrounds (2001), arXiv:astro-ph/0108028 .
- T. Regimbau, The astrophysical gravitational wave stochastic background, Res. Astron. Astrophys. 11, 369 (2011), arXiv:1101.2762 [astro-ph.CO] .
- T. Regimbau, The Quest for the Astrophysical Gravitational-Wave Background with Terrestrial Detectors, Symmetry 14, 270 (2022).
- T. Regimbau and V. Mandic, Astrophysical Sources of Stochastic Gravitational-Wave Background, Class. Quant. Grav. 25, 184018 (2008), arXiv:0806.2794 [astro-ph] .
- P. Ajith et al., A Template bank for gravitational waveforms from coalescing binary black holes. I. Non-spinning binaries, Phys. Rev. D 77, 104017 (2008), [Erratum: Phys.Rev.D 79, 129901 (2009)], arXiv:0710.2335 [gr-qc] .
- P. Ajith et al., Inspiral-merger-ringdown waveforms for black-hole binaries with non-precessing spins, Phys. Rev. Lett. 106, 241101 (2011), arXiv:0909.2867 [gr-qc] .
- M. Chruslinska, G. Nelemans, and K. Belczynski, The influence of the distribution of cosmic star formation at different metallicities on the properties of merging double compact objects, Mon. Not. Roy. Astron. Soc. 482, 5012 (2019), arXiv:1811.03565 [astro-ph.HE] .
- R. C. Duncan and C. Thompson, Formation of Very Strongly Magnetized Neutron Stars: Implications for Gamma-Ray Bursts, apjl 392, L9 (1992).
- S. A. Olausen and V. M. Kaspi, The McGill Magnetar Catalog, Astrophys. J. Suppl. 212, 6 (2014), arXiv:1309.4167 [astro-ph.HE] .
- S. Bonazzola and E. Gourgoulhon, Gravitational waves from pulsars: Emission by the magnetic field induced distortion, Astron. Astrophys. 312, 675 (1996), arXiv:astro-ph/9602107 .
- J. Braithwaite and H. C. Spruit, Structure of the magnetic fields in A stars and white dwarfs, Nature 431, 819 (2004), arXiv:astro-ph/0502043 .
- N. Andersson, A New class of unstable modes of rotating relativistic stars, Astrophys. J. 502, 708 (1998), arXiv:gr-qc/9706075 .
- J. L. Friedman and S. M. Morsink, Axial instability of rotating relativistic stars, Astrophys. J. 502, 714 (1998), arXiv:gr-qc/9706073 .
- P. M. Sa and B. Tome, The Influence of differential rotation on the detectability of gravitational waves from the r-mode instability, Phys. Rev. D 74, 044011 (2006), arXiv:gr-qc/0606001 .
- S. Drasco and E. E. Flanagan, Detection methods for nonGaussian gravitational wave stochastic backgrounds, Phys. Rev. D 67, 082003 (2003), arXiv:gr-qc/0210032 .
- R. Abbott et al. (LIGO Scientific, Virgo), Open data from the first and second observing runs of Advanced LIGO and Advanced Virgo, SoftwareX 13, 100658 (2021b), arXiv:1912.11716 [gr-qc] .
- https://git.ligo.org/stochastic-public/stochastic.
- N. Christensen, Measuring the stochastic gravitational-radiation background with laser-interferometric antennas, Phys. Rev. D 46, 5250 (1992).
- E. E. Flanagan, Sensitivity of the laser interferometer gravitational wave observatory to a stochastic background, and its dependence on the detector orientations, Phys. Rev. D 48, 2389 (1993).
- F. De Lillo, J. Suresh, and A. L. Miller, Stochastic gravitational-wave background searches and constraints on neutron-star ellipticity, Mon. Not. Roy. Astron. Soc. 513, 1105 (2022), arXiv:2203.03536 [gr-qc] .
- S. van der Walt, S. C. Colbert, and G. Varoquaux, The numpy array: A structure for efficient numerical computation, Computing in Science Engineering 13, 22 (2011).
- P. Virtanen et al., Scipy 1.0: fundamental algorithms for scientific computing in python, Nature Methods 17, 261 (2020).
- J. D. Hunter, Matplotlib: A 2d graphics environment, Computing in Science & Engineering 9, 90 (2007).
- D. Phan, N. Pradhan, and M. Jankowiak, Composable effects for flexible and accelerated probabilistic programming in numpyro, arXiv preprint arXiv:1912.11554 (2019).
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