REVIEW 3 major objections 5 minor 87 references
Testing the spin-induced multipole moments of compact binary coalescences using the flexible theory-independent framework
T0 review · 3 major / 5 minor · reviewed 2026-08-10 · deepseek-v4-flash
Pith's one-line read Next-generation ground-based gravitational-wave detectors can constrain spin-induced quadrupole and octupole moment deviations to roughly $10^{-2}$ and $10^{-1}$, two orders of magnitude tighter than current bounds, allowing routine…
desk verdict A careful, honest FTI-based SIQM/SIOM implementation with solid injection checks, but the headline XG forecast leans on FIM errors for delta_kappa_a that the paper itself shows to be unreliable—worth refereeing, with that specific claim needing population-level validation. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The central object is the flexible theory-independent phase correction $\delta\psi_{\ell m}(f)$ added to the frequency-domain gravitational-wave phase. The deviation parameters enter through post-Newtonian coefficients: the quadrupole contributes at 2PN and 3PN, with a 3.5PN term shown to be negligible at current signal-to-noise ratios, and the octupole contributes at 3.5PN. A tapering function $W(f)$ smoothly switches the correction off before merger, and the framework's flexibility lets the user choose the baseline waveform and the taper location; the paper shows that higher tapering frequencies generally tighten the bounds. For the next-generation forecasts, the Fisher information matrix is the main forecasting tool, and the paper validates it against Bayesian inference for the single-parameter tests it uses.
What would settle it
Run full Bayesian inference on the synthetic next-generation population for the events that dominate the combined bounds, and check whether the 90 percent credible intervals widen when non-Gaussian posteriors are used; the paper already demonstrates such a widening for the GW150914-like single-event $\delta\kappa_a$ case.
Extended reading notes
Core claim
The central claim is that the spin-induced multipole moments of the binary components can be measured as fractional deviations from the Kerr values, with $\delta\kappa_s$ and $\delta\kappa_a$ for the quadrupole and $\delta\lambda_s$ for the octupole moments. Using a one-year synthetic population of merging black-hole binaries, the paper forecasts that a triangular Einstein Telescope alone will bound $|\delta\kappa_s|<0.013$, $|\delta\kappa_a|<0.014$, and $|\delta\lambda_s|<0.24$, improving to $|\delta\kappa_s|<6.5\times10^{-3}$, $|\delta\kappa_a|<6.9\times10^{-3}$, and $|\delta\lambda_s|<0.12$ when two Cosmic Explorer detectors are added. The paper establishes the test by building the corrections into the flexible theory-independent framework, validating Fisher-matrix error forecasts against full Bayesian analyses for selected cases, and applying the test to seven observed events from the first three observing runs plus later data. All observed results are consistent with general relativity, and the paper concludes that next-generation detectors will be able to routinely test the black-hole nature of compact binary coalescences.
Load-bearing premise
The quoted next-generation bounds rest on the assumption that Fisher-matrix errors accurately describe every selected population event, an assumption the paper itself shows fails for $\delta\kappa_a$ in a GW150914-like case and when $\delta\kappa_s$ and $\delta\kappa_a$ are varied together.
Editorial extensions
If this is right
- A triangular Einstein Telescope alone should bound $|\delta\kappa_s|<0.013$, $|\delta\kappa_a|<0.014$, and $|\delta\lambda_s|<0.24$ for one year of observations.
- Adding two Cosmic Explorer detectors tightens those bounds by roughly a factor of two, to $|\delta\kappa_s|<6.5\times10^{-3}$ and $|\delta\lambda_s|<0.12$, while detecting about four times as many usable events.
- If those bounds hold, next-generation detectors can distinguish Kerr black holes from neutron stars and exotic compact objects, whose quadrupole and octupole parameters can differ from unity by orders of magnitude.
- Combining many low-spin events adds little: a single highly spinning event can beat the combined population constraint, so the strongest tests will come from high-spin binaries.
- The test detects injected quadrupole deviations as small as $\delta\kappa_s=\pm2$, but for large deviations it recovers biased values, so it should be used as a null test rather than as a precise measurement of large non-Kerr moments.
Reading between the lines
- If the Fisher-matrix failure the paper documents extends to the wider population, the combined bounds quoted for $\delta\kappa_a$ and for simultaneous variation of both quadrupole parameters are optimistic; a fully Bayesian population forecast would likely report wider error bars for those parameters.
- The freedom to change the taper location is itself a diagnostic: comparing bounds from different taper choices across the same events would expose systematic modeling error, in the same way the paper compares two waveform approximants.
- The XG-era population constraint will probably be set by the loudest high-spin systems rather than by the total event count, since one highly spinning event already outperforms stacked low-spin events; this favors detector designs that maximize detection of high-mass, high-spin inspirals.
- The paper's quoted ranges for $\kappa$ and $\lambda$ across neutron stars, boson stars, and gravastars mean that future $\delta\kappa$ and $\delta\lambda$ bounds can be translated directly into statements about which classes of compact objects are excluded.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. This paper develops a test of spin-induced quadrupole and octupole moments of compact objects within the flexible theory-independent (FTI) framework, using the SEOBNRv5HM waveform model. The authors study measurability through Bayesian injections calibrated to GW150914-like and GW190412-like systems, apply the test to seven selected GWTC-3 events plus O4a posteriors, and present forecasts for next-generation detectors (ET and ET+2CE) using Fisher-matrix errors on a synthetic BBH population. The central claims are that current LVK data are consistent with Kerr BHs in GR, and that XG detectors will constrain |δκ_s| to O(10^-2), |δκ_a| to O(10^-2), and |δλ_s| to O(10^-1), about two orders of magnitude better than current constraints.
Significance. If the projections hold, this would be an important step toward routine tests of the Kerr nature of compact binaries, with direct implications for distinguishing black holes from neutron stars and exotic compact objects. The paper has notable strengths: the SIQM and SIOM coefficients are taken from independent PN derivations and are not circular; the injection studies are careful, including checks of tapering frequency, higher-order modes, and non-GR injections; and the comparison with LVK SIM results provides an explicit cross-model systematic check. The forecasts for δκ_s and δλ_s are supported by Bayesian/FIM agreement in representative cases. However, the forecast for δκ_a rests on Fisher errors that the paper itself shows to be unreliable for an important class of systems; this undermines one of the headline quadrupole constraints and needs to be fixed before the central XG claim is fully supported.
major comments (3)
- [Sec. V B, Eq. (23)] The combined bounds |δκ_a|<0.014 (ET-only) and |δκ_a|<6.9e-3 (ET+2CE) are obtained by inverse-variance weighting of per-event Fisher errors via Eq. (23). However, Sec. V A and Figs. 15 and 16 demonstrate that the FIM underestimates the error on δκ_a for the GW150914-like injection because the δκ_a prefactor in Eq. (15) has a pole near the injected masses and spins, and that the FIM also underestimates errors when δκ_s and δκ_a vary jointly. The selection criteria used in the population forecast (inspiral SNR>10, at least 5 inspiral cycles, χ_eff nonzero at 90% credibility) do not exclude events near such poles, and the inverse-variance sum in Eq. (23) can be dominated by a small number of events with underestimated σ_i. The claim that 'the systems that provide the best constraints should not suffer from this issue' is not sufficient, because all selected events enter the sum. The δκ_a projection therefore needs population-level validation, for example by Bayesian analysis of a representative subsample of selected events, or by restricting the forecast to systems where the δκ_a prefactor is not small; otherwise the δκ_a bounds should be removed from the headline claims.
- [Sec. V A, Fig. 15] The paper validates the FIM against full Bayesian analyses for only two nearby injection points (GW150914-like and GW190412-like), while the synthetic population spans a wide range of masses, spins, and mass ratios and contributes 1249 (ET-only) or 4090 (ET+2CE) events to Eq. (23). Since the δκ_a prefactor in Eq. (15) can vanish for certain combinations of mass ratio and spins, a non-negligible fraction of the selected population may have non-Gaussian δκ_a posteriors even when their inspiral SNR and cycle counts pass the selection criteria. The authors should quantify how many selected events have small δκ_a prefactors, or otherwise demonstrate that the FIM errors for δκ_a are accurate for the events that dominate the combined inverse-variance sum.
- [Sec. V A, Sec. V B] The FIM calculations are performed with the gwbench package, but the manuscript does not state which waveform approximant gwbench uses. The injection and Bayesian recovery use SEOBNRv5HM ROM, so if gwbench uses a different waveform model (e.g., a TaylorF2 or IMRPhenom variant), the comparison between FIM and Bayesian errors could be affected by waveform systematics rather than by the Gaussianity assumption. This is particularly relevant for δκ_a, where the FIM already fails to reproduce the Bayesian width. Please specify the waveform model used in the FIM calculation and, if it differs from SEOBNRv5HM, verify the FIM results against SEOBNRv5HM for the representative points in Figs. 14-16.
minor comments (5)
- [Abstract] The phrase 'O(10−2) andO(10−1)' is missing a space after 'and'; please fix the LaTeX rendering.
- [Sec. II D] The priors for δκ_s, δκ_a, and δλ_s are stated, but the prior on δλ_a is not specified; please clarify whether δλ_a is always fixed to zero or given a prior in the analyses.
- [Sec. IV] The selection criterion 'χ_eff is nonzero at 90% credible level' should be made precise: does this mean that zero is excluded from the 90% credible interval, and is there a sign requirement on χ_eff?
- [Sec. IV C] The quoted combined result δκ_s = −29^{+38}_{−54} should clarify whether this is the hyperparameter μ of the assumed Gaussian population distribution or a posterior-predictive value; the individual event posteriors often reach the prior boundary, so the dependence of this combined number on the prior range should be discussed.
- [Sec. V A] The authors note that in the ET-only configuration the sky location was not recovered correctly in the Bilby runs due to the multibanded likelihood, but they assert that this does not affect intrinsic parameters. Since this assertion is used to justify the FIM/Bayesian comparison, a supplementary check showing that the intrinsic posteriors are unchanged between the correct and incorrect sky modes would strengthen the validation.
Circularity Check
No significant circularity: the SIQM/SIOM coefficients and forecasts are independent of the claimed results; the only mild loop is the FIM-informed prior used in the Bayesian validation.
-
other
[Sec. V A, after Eq. (22) (FIM validation)]
"We use the error estimation from the FIM to estimate the prior widths for the chirp mass and deviation parameters. This allows us to set reasonably tight priors, improving sampling convergence and time without having to rerun the analysis due to posteriors exceeding their prior bounds. ... By comparing the FIM and Bayesian analyses, we can evaluate the effectiveness of the FIM approximation in estimating constraints on the SIQM and SIOM with XG detectors."
The Bayesian check used to validate the FIM is not fully independent: the prior widths for the chirp mass and deviation parameters are taken from the same FIM covariance being validated. Agreement between FIM and Bilby for delta_kappa_s and delta_lambda_s is therefore partly inherited from the input rather than independently discovered. This is a mild validation loop, not a construction of the final forecast: the quoted combined bounds come directly from the FIM via Eq. (23), and the paper's own Figs. 15-16 expose cases where the FIM is not validated (delta_kappa_a, and joint delta_kappa_s-delta_kappa_a). The loop does not make the central XG claim equivalent to its inputs, but it weakens the advertised independent confirmation.
full rationale
The central derivation chain is self-contained. The SIQM and SIOM phase corrections use independently derived post-Newtonian coefficients from Krishnendu et al. (Ref. [3]) and Saini & Krishnendu (Ref. [18]), not functions of the posteriors being predicted. The FTI framework itself is taken from Ref. [26] by overlapping authors, but that framework is code-reproduced, has been used externally by the LVK Collaboration, and does not contain the target SIQM/SIOM result as an assumption, so this is normal self-citation rather than load-bearing circularity. The observed-event analysis is benchmarked against injections and against the previous IMRPhenom-based LVK SIM results, and the XG forecast is a Fisher-matrix sensitivity projection that assumes GR and sets the deviation parameters to zero; no parameter is fitted to the target bound. The FIM underestimation issues for delta_kappa_a and for simultaneous delta_kappa_s-delta_kappa_a variation flagged in Sec. V A and Figs. 15-16 are correctness and robustness risks, not circularity: they concern whether the forecast errors are accurate, not whether the forecast is a restatement of its inputs. The only mild circular element is the FIM-informed prior used in the Bayesian validation loop described above, which is why the score is 2 rather than 0.
Assumptions & free parameters
free parameters (4)
- Tapering frequency ratio alpha =
0.35, 0.5, 1.0 (f_tape = alpha * f_peak_22)
- Tapering width N_GW =
1 (default)
- Event selection thresholds =
Inspiral SNR >= 10, inspiral cycles >= 5, chi_eff nonzero at 90% CL, at least 2 detectors, FAR < 1/1000 yr
- Prior widths on deviation parameters =
delta_kappa_s, delta_kappa_a in [-500, 500]; delta_lambda_s in [-1000, 1000]
assumptions (6)
- standard math The stationary-phase frequency-domain phase expansion (Eq. 2) is valid for quasi-circular adiabatic inspiral.
- domain assumption The spin-induced quadrupole and octupole phase corrections are correctly given by the cited PN expressions, Eqs. (15)-(19).
- domain assumption The SEOBNRv5HM ROM baseline waveform is accurate enough that adding FTI phase corrections up to the merger is unbiased.
- domain assumption Binaries are aligned-spin and quasi-circular; spin precession and eccentricity are absent.
- domain assumption The GWTC-3 population model (Madau-Dickinson star formation, power-law+peak masses, default spin model) and the chosen detector PSDs describe the XG-observed population.
- ad hoc to paper All events in the combined bound share a common deviation parameter, and their Fisher errors can be combined by inverse-variance weighting in Eq. (23).
Cite this review
Pith. "Pith review of Testing the spin-induced multipole moments of compact binary coalescences using the flexible theory-independent framework." pith.science (2026). https://pith.science/paper/ROGM44PX
@misc{pith2026260807237,
author = {Pith},
title = {Pith review of: Testing the spin-induced multipole moments of compact binary coalescences using the flexible theory-independent framework},
year = {2026},
howpublished = {\url{https://pith.science/paper/ROGM44PX}},
note = {Machine review of arXiv:2608.07237}
}
abstract
According to the no-hair theorem, the multipole moments of an electrically neutral black hole in general relativity are entirely determined by its mass and spin. However, this is not in general true for compact objects: The multipole moments of neutron stars or exotic compact objects can depend on their formation history and internal processes, which are encoded in an equation of state. Furthermore, their spin-induced multipole moments differ from those of black holes of the same mass and spin, leaving an imprint on the dynamics and emitted gravitational waves of the binary. Gravitational waves can thus be used to test the nature of compact binary coalescences. Here, we present a test of the spin-induced quadrupole and octupole moments of compact objects based on the flexible theory-independent (FTI) framework. FTI is a parameterized inspiral test of general relativity which enables the addition of post-Newtonian coefficient deviations to the gravitational-wave phase of a generic aligned-spin frequency-domain waveform model. We use this test on synthetic signals to study the measurability of spin-induced quadrupole and octupole moments. Next, we apply the test to a subset of signals observed by the LIGO-Virgo-KAGRA Collaboration. Lastly, we present forecasts for next-generation ground-based detectors, such as Einstein Telescope and Cosmic Explorer. Our estimates suggest that these detectors will be capable of placing stringent constraints on the spin-induced quadrupole and octupole moments of $\mathcal{O}(10^{-2})$ and $\mathcal{O}(10^{-1})$ respectively, which is two orders of magnitude tighter than current constraints, and thus on the nature of black holes in a compact binary coalescence.
Figures
Figures from the paper (12 more)
Reference graph
Works this paper leans on
-
[1]
Carter, Axisymmetric Black Hole Has Only Two Degrees of Freedom, Phys
B. Carter, Axisymmetric Black Hole Has Only Two Degrees of Freedom, Phys. Rev. Lett.26, 331 (1971)
1971
-
[2]
R. O. Hansen, Multipole moments of stationary space-times, J. Math. Phys.15, 46 (1974)
1974
-
[3]
N. V . Krishnendu, K. G. Arun, and C. K. Mishra, Testing the binary black hole nature of a compact binary coalescence, Phys. Rev. Lett.119, 091101 (2017), arXiv:1701.06318 [gr-qc]
arXiv 2017
-
[4]
Z. Lyu, M. LaHaye, H. Yang, and B. Bonga, Probing spin- induced quadrupole moments in precessing compact binaries, Phys. Rev. D109, 064081 (2024), arXiv:2308.09032 [gr-qc]
arXiv 2024
-
[5]
•The effective spinχ eff =(m 1χ1 +m 2χ2)/Mis nonzero at 90% credible level
The number of GW cycles is calculated in the fre- quency domain betweenf min, usually 20 Hz, andf peak 22 . •The effective spinχ eff =(m 1χ1 +m 2χ2)/Mis nonzero at 90% credible level. The seven GW events from GWTC-3.0 that meet these criteria and their main properties are listed in Table II. To stay as close as possible to previous analyses performed by t...
-
[6]
K. G. Arun, A. Buonanno, G. Faye, and E. Ochsner, Higher- order spin effects in the amplitude and phase of gravitational waveforms emitted by inspiraling compact binaries: Ready-to- use gravitational waveforms, Phys. Rev. D79, 104023 (2009), [Erratum: Phys.Rev.D 84, 049901 (2011)], arXiv:0810.5336 [gr-qc]
arXiv 2009
-
[7]
C. K. Mishra, A. Kela, K. G. Arun, and G. Faye, Ready-to-use post-Newtonian gravitational waveforms for binary black holes with nonprecessing spins: An update, Phys. Rev. D93, 084054 (2016), arXiv:1601.05588 [gr-qc]. 17
arXiv 2016
-
[8]
Aasiet al.(LIGO Scientific), Advanced LIGO, Class
J. Aasiet al.(LIGO Scientific), Advanced LIGO, Class. Quant. Grav.32, 074001 (2015), arXiv:1411.4547 [gr-qc]
arXiv 2015
Show all 87 references
-
[9]
Acerneseet al.(VIRGO), Advanced Virgo: a second- generation interferometric gravitational wave detector, Class
F. Acerneseet al.(VIRGO), Advanced Virgo: a second- generation interferometric gravitational wave detector, Class. Quant. Grav.32, 024001 (2015), arXiv:1408.3978 [gr-qc]
2015 arXiv
-
[10]
Akutsuet al.(KAGRA), Overview of KAGRA: Detector design and construction history, PTEP2021, 05A101 (2021), arXiv:2005.05574 [physics.ins-det]
T. Akutsuet al.(KAGRA), Overview of KAGRA: Detector design and construction history, PTEP2021, 05A101 (2021), arXiv:2005.05574 [physics.ins-det]
2021
-
[11]
N. V . Krishnendu, M. Saleem, A. Samajdar, K. G. Arun, W. Del Pozzo, and C. K. Mishra, Constraints on the binary black hole nature of GW151226 and GW170608 from the mea- surement of spin-induced quadrupole moments, Phys. Rev. D 100, 104019 (2019), arXiv:1908.02247 [gr-qc]
2019 arXiv
-
[12]
Abbottet al.(LIGO Scientific, Virgo), GW190814: Gravi- tational Waves from the Coalescence of a 23 Solar Mass Black Hole with a 2.6 Solar Mass Compact Object, Astrophys
R. Abbottet al.(LIGO Scientific, Virgo), GW190814: Gravi- tational Waves from the Coalescence of a 23 Solar Mass Black Hole with a 2.6 Solar Mass Compact Object, Astrophys. J. Lett. 896, L44 (2020), arXiv:2006.12611 [astro-ph.HE]
2020 arXiv
-
[13]
Abbottet al.(LIGO Scientific, Virgo), Tests of general rel- ativity with binary black holes from the second LIGO-Virgo gravitational-wave transient catalog, Phys
R. Abbottet al.(LIGO Scientific, Virgo), Tests of general rel- ativity with binary black holes from the second LIGO-Virgo gravitational-wave transient catalog, Phys. Rev. D103, 122002 (2021), arXiv:2010.14529 [gr-qc]
2021 arXiv
-
[14]
Abbottet al.(LIGO Scientific, VIRGO, KAGRA), Tests of General Relativity with GWTC-3, Phys
R. Abbottet al.(LIGO Scientific, VIRGO, KAGRA), Tests of General Relativity with GWTC-3, Phys. Rev. D112, 084080 (2025), arXiv:2112.06861 [gr-qc]
2025 arXiv
-
[15]
A. G. Abacet al.(LIGO Scientific, Virgo, KAGRA), GW241011 and GW241110: Exploring Binary Formation and Fundamental Physics with Asymmetric, High-spin Black Hole Coalescences, Astrophys. J. Lett.993, L21 (2025), arXiv:2510.26931 [astro-ph.HE]
2025
-
[16]
Saleem, N
M. Saleem, N. V . Krishnendu, A. Ghosh, A. Gupta, W. Del Pozzo, A. Ghosh, and K. G. Arun, Population infer- ence of spin-induced quadrupole moments as a probe for non- black hole compact binaries, Phys. Rev. D105, 104066 (2022), arXiv:2111.04135 [gr-qc]
2022 arXiv
-
[17]
Divyajyoti, N. V . Krishnendu, M. Saleem, M. Colleoni, A. Vi- jaykumar, K. G. Arun, and C. K. Mishra, Effect of double spin- precession and higher harmonics on spin-induced quadrupole moment measurements, Phys. Rev. D109, 023016 (2024), arXiv:2311.05506 [gr-qc]
2024 arXiv
-
[18]
N. V . Krishnendu, C. K. Mishra, and K. G. Arun, Spin- induced deformations and tests of binary black hole nature us- ing third-generation detectors, Phys. Rev. D99, 064008 (2019), arXiv:1811.00317 [gr-qc]
2019 arXiv
-
[19]
Saini and N
P. Saini and N. V . Krishnendu, Constraining the nature of dark compact objects with spin-induced octupole moment measure- ment, Phys. Rev. D109, 024009 (2024), arXiv:2308.01309 [gr- qc]
2024 arXiv
-
[20]
S. U. Naqvi and C. K. Mishra, Spin-induced Quadrupole Mo- ment (SIQM) Test for Eccentric Compact Binaries (2025) arXiv:2509.10675 [gr-qc]
2025 arXiv
-
[21]
N. V . Krishnendu, Test for eccentric binaries based on the spin- induced quadrupole moment, Phys. Rev. D113, 124008 (2026), arXiv:2512.20579 [gr-qc]
2026
-
[22]
Branchesiet al., Science with the Einstein Tele- scope: a comparison of different designs, JCAP07, 068, arXiv:2303.15923 [gr-qc]
M. Branchesiet al., Science with the Einstein Tele- scope: a comparison of different designs, JCAP07, 068, arXiv:2303.15923 [gr-qc]
-
[23]
Abacet al.(ET), The Science of the Einstein Telescope, JCAP03, 081, arXiv:2503.12263 [gr-qc]
A. Abacet al.(ET), The Science of the Einstein Telescope, JCAP03, 081, arXiv:2503.12263 [gr-qc]
-
[24]
N. V . Krishnendu and A. B. Yelikar, Testing the Kerr nature of supermassive and intermediate-mass black hole binaries using spin-induced multipole moment measurements, Class. Quant. Grav.37, 205019 (2020), arXiv:1904.12712 [gr-qc]
2020 arXiv
-
[25]
Kong and J.-d
Y .-L. Kong and J.-d. Zhang, Probing the spin-induced quadrupole moment of massive black holes with the inspi- ral of binary black holes, Phys. Rev. D110, 024059 (2024), arXiv:2401.12066 [gr-qc]
2024 arXiv
-
[26]
Piarulli, S
M. Piarulli, S. Marsat, E. M. S ¨anger, A. Buonanno, J. Stein- hoff, and N. Tamanini, Parametrized test of general relativity for LISA massive black hole binary inspirals, Phys. Rev. D112, 124044 (2025), arXiv:2510.06330 [gr-qc]
2025
-
[27]
A. K. Mehta, A. Buonanno, R. Cotesta, A. Ghosh, N. Sennett, and J. Steinhoff, Tests of general relativity with gravitational- wave observations using a flexible theory-independent method, Phys. Rev. D107, 044020 (2023), arXiv:2203.13937 [gr-qc]
2023 arXiv
-
[28]
B. P. Abbottet al.(LIGO Scientific, Virgo), Tests of Gen- eral Relativity with GW170817, Phys. Rev. Lett.123, 011102 (2019), arXiv:1811.00364 [gr-qc]
2019 arXiv
-
[29]
B. P. Abbottet al.(LIGO Scientific, Virgo), Tests of General Relativity with the Binary Black Hole Signals from the LIGO- Virgo Catalog GWTC-1, Phys. Rev. D100, 104036 (2019), arXiv:1903.04467 [gr-qc]
2019 arXiv
-
[30]
B. P. Abbottet al.(LIGO Scientific, Virgo), GW190425: Ob- servation of a Compact Binary Coalescence with Total Mass ∼3.4M⊙, Astrophys. J. Lett.892, L3 (2020), arXiv:2001.01761 [astro-ph.HE]
2020 arXiv
-
[31]
E. M. S ¨angeret al., Tests of general relativity with GW230529: A neutron star merging with a lower mass-gap compact object, Phys. Rev. D113, 084070 (2026), arXiv:2406.03568 [gr-qc]
2026 arXiv
-
[32]
A. G. Abacet al.(LIGO Scientific, Virgo, KAGRA), GW230814: Investigation of a Loud Gravitational-wave Sig- nal Observed with a Single Detector, Astrophys. J. Lett.1004, L23 (2026), arXiv:2509.07348 [gr-qc]
2026 arXiv
-
[33]
A. G. Abacet al.(LIGO Scientific, Virgo, KAGRA), Black Hole Spectroscopy and Tests of General Relativ- ity with GW250114, Phys. Rev. Lett.136, 041403 (2026), arXiv:2509.08099 [gr-qc]
2026 arXiv
-
[34]
A. G. Abacet al.(LIGO Scientific, VIRGO, KAGRA), GWTC- 4.0: Tests of General Relativity. II. Parameterized Tests, (2026), arXiv:2603.19020 [gr-qc]
2026 arXiv
-
[35]
A. G. Abacet al.(LIGO Scientific, Virgo, KAGRA), GW240925 and GW250207: Astrophysical Calibration of Gravitational-wave Detectors 10.1103/gzrj-mwv3 (2026), arXiv:2605.11703 [gr-qc]
2026 arXiv
-
[36]
Blanchet, Post-Newtonian Theory for Gravitational Waves, Living Rev
L. Blanchet, Post-Newtonian Theory for Gravitational Waves, Living Rev. Rel.27, 4 (2024), arXiv:1310.1528 [gr-qc]
2024 arXiv
-
[37]
B. S. Sathyaprakash and S. V . Dhurandhar, Choice of filters for the detection of gravitational waves from coalescing binaries, Phys. Rev. D44, 3819 (1991)
1991
-
[38]
Cutler and E
C. Cutler and E. E. Flanagan, Gravitational waves from merging compact binaries: How accurately can one extract the binary’s parameters from the inspiral wave form?, Phys. Rev. D49, 2658 (1994), arXiv:gr-qc/9402014
1994 arXiv
-
[39]
Buonanno, B
A. Buonanno, B. Iyer, E. Ochsner, Y . Pan, and B. S. Sathyaprakash, Comparison of post-Newtonian templates for compact binary inspiral signals in gravitational-wave detectors, Phys. Rev. D80, 084043 (2009), arXiv:0907.0700 [gr-qc]
2009 arXiv
-
[40]
Pappas and T
G. Pappas and T. A. Apostolatos, Revising the multipole mo- ments of numerical spacetimes, and its consequences, Phys. Rev. Lett.108, 231104 (2012), arXiv:1201.6067 [gr-qc]
2012 arXiv
-
[41]
Pappas and T
G. Pappas and T. A. Apostolatos, Multipole Moments of nu- merical spacetimes, (2012), arXiv:1211.6299 [gr-qc]
2012 arXiv
-
[42]
Harry and T
I. Harry and T. Hinderer, Observing and measuring the neutron- star equation-of-state in spinning binary neutron star systems, Class. Quant. Grav.35, 145010 (2018), arXiv:1801.09972 [gr- qc]
2018 arXiv
-
[43]
F. D. Ryan, Spinning boson stars with large selfinteraction, Phys. Rev. D55, 6081 (1997). 18
1997
-
[44]
Uchikata and S
N. Uchikata and S. Yoshida, Slowly rotating thin shell gravas- tars, Class. Quant. Grav.33, 025005 (2016), arXiv:1506.06485 [gr-qc]
2016 arXiv
-
[45]
H. S. Chia, T. D. P. Edwards, R. N. George, A. Zimmer- man, A. Coogan, K. Freese, C. Messick, and C. N. Setzer, Di- mensionally Reduced Waveforms for Spin-Induced Quadrupole Searches, (2022), arXiv:2211.00039 [gr-qc]
2022 arXiv
-
[46]
R. Das, N. V . Krishnendu, M. Saleem, C. K. Mishra, and K. G. Arun, Testing the Kerr hypothesis beyond the quadrupole with GW241011, (2026), arXiv:2604.09828 [gr-qc]
2026 arXiv
-
[47]
Pompiliet al., Laying the foundation of the effective-one- body waveform models SEOBNRv5: Improved accuracy and efficiency for spinning nonprecessing binary black holes, Phys
L. Pompiliet al., Laying the foundation of the effective-one- body waveform models SEOBNRv5: Improved accuracy and efficiency for spinning nonprecessing binary black holes, Phys. Rev. D108, 124035 (2023), arXiv:2303.18039 [gr-qc]
2023 arXiv
-
[48]
Ashton, C
G. Ashton, C. Talbot, S. Roy, G. Pratten, T.-H. Pang, M. Agathos, T. Baka, E. S¨anger, A. Mehta, J. Steinhoff, E. Mag- gio, A. Ghosh, A. Vijaykumar, R. Enficiaud, and L. Pompili, Bilby TGR (2025)
2025
-
[49]
Ashtonet al., BILBY: A user-friendly Bayesian inference library for gravitational-wave astronomy, Astrophys
G. Ashtonet al., BILBY: A user-friendly Bayesian inference library for gravitational-wave astronomy, Astrophys. J. Suppl. 241, 27 (2019), arXiv:1811.02042 [astro-ph.IM]
2019 arXiv
-
[50]
I. M. Romero-Shawet al., Bayesian inference for compact bi- nary coalescences with bilby: validation and application to the first LIGO–Virgo gravitational-wave transient catalogue, Mon. Not. Roy. Astron. Soc.499, 3295 (2020), arXiv:2006.00714 [astro-ph.IM]
2020 arXiv
-
[51]
LIGO Scientific Collaboration, Virgo Collaboration, and KAGRA Collaboration, LVK Algorithm Library - LALSuite, Free software (GPL) (2018)
2018
-
[52]
Wette, SWIGLAL: Python and Octave interfaces to the LALSuite gravitational-wave data analysis libraries, SoftwareX 12, 100634 (2020), arXiv:2012.09552 [astro-ph.IM]
K. Wette, SWIGLAL: Python and Octave interfaces to the LALSuite gravitational-wave data analysis libraries, SoftwareX 12, 100634 (2020), arXiv:2012.09552 [astro-ph.IM]
2020 arXiv
-
[53]
J. S. Speagle, dynesty: a dynamic nested sampling package for estimating Bayesian posteriors and evidences, Mon. Not. Roy. Astron. Soc.493, 3132 (2020), arXiv:1904.02180 [astro- ph.IM]
2020 arXiv
-
[54]
Koposov, J
S. Koposov, J. Speagle, K. Barbary, G. Ashton, E. Bennett, J. Buchner, C. Scheffler, C. Talbot, B. Cook, J. Guillochon, P. Cubillos, A. A. Ramos, M. Dartiailh, Ilya, E. Tollerud, D. Lang, B. Johnson, jtmendel, E. Higson, T. Vandal, T. Day- lan, R. Angus, patelR, P. Cargile, P....
2025
-
[55]
B. P. Abbottet al.(LIGO Scientific, Virgo), Observation of Gravitational Waves from a Binary Black Hole Merger, Phys. Rev. Lett.116, 061102 (2016), arXiv:1602.03837 [gr-qc]
2016 arXiv
-
[56]
Abbottet al.(LIGO Scientific, Virgo), GW190412: Obser- vation of a Binary-Black-Hole Coalescence with Asymmetric Masses, Phys
R. Abbottet al.(LIGO Scientific, Virgo), GW190412: Obser- vation of a Binary-Black-Hole Coalescence with Asymmetric Masses, Phys. Rev. D102, 043015 (2020), arXiv:2004.08342 [astro-ph.HE]
2020 arXiv
-
[57]
B. P. Abbottet al.(KAGRA, LIGO Scientific, Virgo), Prospects for observing and localizing gravitational-wave transients with Advanced LIGO, Advanced Virgo and KAGRA, Living Rev. Rel.23, 3 (2020), arXiv:1304.0670 [gr-qc]
2020 arXiv
-
[58]
O’Reillyet al.,Noise curves used for Simulations in the update of the Observing Scenarios Paper, Tech
B. O’Reillyet al.,Noise curves used for Simulations in the update of the Observing Scenarios Paper, Tech. Rep. LIGO- T2000012 (LIGO Project, 2022)
2022
-
[59]
The LIGO Scientific Collaboration and the Virgo Collabora- tion and the KAGRA Collaboration,Prospects for Observ- ing and Localizing Gravitational-Wave Transients with Ad- vanced LIGO, Advanced Virgo and KAGRA, Tech. Rep. LIGO- P1200087-v42 (The LIGO Scientific Collaboration a...
2013
-
[60]
Agathos, W
M. Agathos, W. Del Pozzo, T. G. F. Li, C. Van Den Broeck, J. Veitch, and S. Vitale, TIGER: A data analysis pipeline for testing the strong-field dynamics of general relativity with grav- itational wave signals from coalescing compact binaries, Phys. Rev. D89, 082001 (2014), ar...
2014 arXiv
-
[61]
J. Meidamet al., Parametrized tests of the strong-field dynam- ics of general relativity using gravitational wave signals from coalescing binary black holes: Fast likelihood calculations and sensitivity of the method, Phys. Rev. D97, 044033 (2018), arXiv:1712.08772 [gr-qc]
2018 arXiv
-
[62]
S. Roy, M. Haney, G. Pratten, P. T. H. Pang, and C. Van Den Broeck, Improved parametrized test of general relativity using the IMRPhenomX waveform family: Including higher harmonics and precession, Phys. Rev. D113, 024016 (2026), arXiv:2504.21147 [gr-qc]
2026
-
[63]
Pratten, S
G. Pratten, S. Husa, C. Garcia-Quiros, M. Colleoni, A. Ramos- Buades, H. Estelles, and R. Jaume, Setting the cornerstone for a family of models for gravitational waves from com- pact binaries: The dominant harmonic for nonprecessing qua- sicircular black holes, Phys. Rev. D102...
2020 arXiv
-
[64]
N. K. Johnson-McDaniel, A. Ghosh, S. Ghonge, M. Saleem, N. V . Krishnendu, and J. A. Clark, Investigating the relation be- tween gravitational wave tests of general relativity, Phys. Rev. D105, 044020 (2022), arXiv:2109.06988 [gr-qc]
2022 arXiv
-
[65]
B. P. Abbottet al.(LIGO Scientific, Virgo), GWTC-1: A Gravitational-Wave Transient Catalog of Compact Binary Mergers Observed by LIGO and Virgo during the First and Second Observing Runs, Phys. Rev. X9, 031040 (2019), arXiv:1811.12907 [astro-ph.HE]
2019 arXiv
-
[66]
Abbottet al.(LIGO Scientific, Virgo), GWTC-2: Compact Binary Coalescences Observed by LIGO and Virgo During the First Half of the Third Observing Run, Phys
R. Abbottet al.(LIGO Scientific, Virgo), GWTC-2: Compact Binary Coalescences Observed by LIGO and Virgo During the First Half of the Third Observing Run, Phys. Rev. X11, 021053 (2021), arXiv:2010.14527 [gr-qc]
2021 arXiv
-
[67]
R. Abbottet al.(LIGO Scientific, VIRGO), GWTC-2.1: Deep extended catalog of compact binary coalescences observed by LIGO and Virgo during the first half of the third observing run, Phys. Rev. D109, 022001 (2024), arXiv:2108.01045 [gr-qc]
2024 arXiv
-
[68]
Abbottet al.(KAGRA, VIRGO, LIGO Scientific), GWTC- 3: Compact Binary Coalescences Observed by LIGO and Virgo during the Second Part of the Third Observing Run, Phys
R. Abbottet al.(KAGRA, VIRGO, LIGO Scientific), GWTC- 3: Compact Binary Coalescences Observed by LIGO and Virgo during the Second Part of the Third Observing Run, Phys. Rev. X13, 041039 (2023), arXiv:2111.03606 [gr-qc]
2023 arXiv
-
[69]
Abbottet al.(LIGO Scientific, Virgo), Open data from the first and second observing runs of Advanced LIGO and Ad- vanced Virgo, SoftwareX13, 100658 (2021), arXiv:1912.11716 [gr-qc]
R. Abbottet al.(LIGO Scientific, Virgo), Open data from the first and second observing runs of Advanced LIGO and Ad- vanced Virgo, SoftwareX13, 100658 (2021), arXiv:1912.11716 [gr-qc]
2021 arXiv
-
[70]
LIGO Scientific Collaboration and Virgo Collaboration, GWTC-2.1: Deep Extended Catalog of Compact Binary Co- alescences Observed by LIGO and Virgo During the First Half of the Third Observing Run - Parameter Estimation Data Re- lease , 10.5281/zenodo.6513631 (2022)
2022 doi
-
[71]
Abbottet al.(KAGRA, VIRGO, LIGO Scientific), Open Data from the Third Observing Run of LIGO, Virgo, KAGRA, and GEO, Astrophys
R. Abbottet al.(KAGRA, VIRGO, LIGO Scientific), Open Data from the Third Observing Run of LIGO, Virgo, KAGRA, and GEO, Astrophys. J. Suppl.267, 29 (2023), arXiv:2302.03676 [gr-qc]
2023 arXiv
-
[72]
LIGO Scientific Collaboration and Virgo Collaboration and KAGRA Collaboration, GWTC-3: Compact Binary Coales- cences Observed by LIGO and Virgo During the Second Part of the Third Observing Run — Parameter estimation data re- lease , 10.5281/zenodo.5546663 (2021)
2021 doi
-
[73]
Hannam, P
M. Hannam, P. Schmidt, A. Boh´e, L. Haegel, S. Husa, F. Ohme, G. Pratten, and M. P ¨urrer, Simple Model of Complete Precess- ing Black-Hole-Binary Gravitational Waveforms, Phys. Rev. Lett.113, 151101 (2014), arXiv:1308.3271 [gr-qc]. 19
2014 arXiv
-
[74]
Boh ´e, M
A. Boh ´e, M. Hannam, S. Husa, F. Ohme, M. Puerrer, and P. Schmidt,PhenomPv2 - Technical Notes for LAL Implemen- tation, Tech. Rep. LIGO-T1500602 (LIGO Project, 2016)
2016
-
[75]
A. G. Abacet al.(LIGO Scientific, VIRGO, KAGRA), GWTC- 4.0: Updating the Gravitational-Wave Transient Catalog with Observations from the First Part of the Fourth LIGO-Virgo- KAGRA Observing Run, Astrophys. J. Lett.1004, L22 (2026), arXiv:2508.18082 [gr-qc]
2026 arXiv
-
[76]
LIGO Scientific Collaboration and Virgo Collaboration and KAGRA Collaboration, Data release for GWTC-4.0: Tests of General Relativity. II. Parameterized Tests , 10.5281/zen- odo.21403342 (2026)
2026 doi
-
[77]
M. Isi, K. Chatziioannou, and W. M. Farr, Hierarchical test of general relativity with gravitational waves, Phys. Rev. Lett.123, 121101 (2019), arXiv:1904.08011 [gr-qc]
2019 arXiv
-
[78]
A. G. Abacet al.(LIGO Scientific, VIRGO, KAGRA), GWTC- 4.0: Tests of General Relativity. I. Overview and General Tests, (2026), arXiv:2603.19019 [gr-qc]
2026 arXiv
-
[79]
Hildet al., Sensitivity Studies for Third-Generation Grav- itational Wave Observatories, Class
S. Hildet al., Sensitivity Studies for Third-Generation Grav- itational Wave Observatories, Class. Quant. Grav.28, 094013 (2011), arXiv:1012.0908 [gr-qc]
2011 arXiv
-
[80]
Srivastava, D
V . Srivastava, D. Davis, K. Kuns, P. Landry, S. Ballmer, M. Evans, E. D. Hall, J. Read, and B. S. Sathyaprakash, Science-driven Tunable Design of Cosmic Explorer Detectors, Astrophys. J.931, 22 (2022), arXiv:2201.10668 [gr-qc]
2022 arXiv
-
[81]
Poisson and C
E. Poisson and C. M. Will, Gravitational waves from inspiral- ing compact binaries: Parameter estimation using second post- Newtonian wave forms, Phys. Rev. D52, 848 (1995), arXiv:gr- qc/9502040
1995
-
[82]
Borhanian, GWBENCH: a novel Fisher information package for gravitational-wave benchmarking, Class
S. Borhanian, GWBENCH: a novel Fisher information package for gravitational-wave benchmarking, Class. Quant. Grav.38, 175014 (2021), arXiv:2010.15202 [gr-qc]
2021 arXiv
-
[83]
Morisaki, Accelerating parameter estimation of gravita- tional waves from compact binary coalescence using adap- tive frequency resolutions, Phys
S. Morisaki, Accelerating parameter estimation of gravita- tional waves from compact binary coalescence using adap- tive frequency resolutions, Phys. Rev. D104, 044062 (2021), arXiv:2104.07813 [gr-qc]
2021 arXiv
-
[84]
Adhikari and S
N. Adhikari and S. Morisaki, Accelerating gravitational-wave parametrized tests of general relativity using a multiband de- composition of likelihood, Phys. Rev. D106, 104053 (2022), arXiv:2208.03731 [gr-qc]
2022 arXiv
-
[85]
Chandra, gwforge: a user-friendly package to generate gravitational-wave mock data, Class
K. Chandra, gwforge: a user-friendly package to generate gravitational-wave mock data, Class. Quant. Grav.42, 025003 (2025), arXiv:2407.21109 [gr-qc]
2025 arXiv
-
[86]
Madau and M
P. Madau and M. Dickinson, Cosmic Star-Formation History, Ann. Rev. Astron. Astrophys.52, 415 (2014), arXiv:1403.0007 [astro-ph.CO]
2014 arXiv
-
[87]
Abbottet al.(KAGRA, VIRGO, LIGO Scientific), Popula- tion of Merging Compact Binaries Inferred Using Gravitational Waves through GWTC-3, Phys
R. Abbottet al.(KAGRA, VIRGO, LIGO Scientific), Popula- tion of Merging Compact Binaries Inferred Using Gravitational Waves through GWTC-3, Phys. Rev. X13, 011048 (2023), arXiv:2111.03634 [astro-ph.HE]
2023 arXiv
Reviewed August 10, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.