Recognition: 2 theorem links
· Lean TheoremSurrogate models for precessing binary black hole simulations with unequal masses
Pith reviewed 2026-05-16 01:15 UTC · model grok-4.3
The pith
New surrogate models NRSur7dq4 and RemnantModel accurately predict waveforms and remnant properties for precessing unequal-mass binary black holes up to q=4, outperforming existing models by an order of magnitude.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
In their training parameter range, both models are shown to be more accurate than existing models by at least an order of magnitude, with errors comparable to the estimated errors in the numerical relativity simulations.
Load-bearing premise
The 1528 numerical relativity simulations with q ≤ 4 and χ ≤ 0.8 sufficiently sample the parameter space so that the surrogate fitting generalizes without significant overfitting or missing physics.
read the original abstract
Only numerical relativity simulations can capture the full complexities of binary black hole mergers. These simulations, however, are prohibitively expensive for direct data analysis applications such as parameter estimation. We present two new fast and accurate surrogate models for the outputs of these simulations: the first model, NRSur7dq4, predicts the gravitational waveform and the second model, \RemnantModel, predicts the properties of the remnant black hole. These models extend previous 7-dimensional, non-eccentric precessing models to higher mass ratios, and have been trained against 1528 simulations with mass ratios $q\leq4$ and spin magnitudes $\chi_1,\chi_2 \leq 0.8$, with generic spin directions. The waveform model, NRSur7dq4, which begins about 20 orbits before merger, includes all $\ell \leq 4$ spin-weighted spherical harmonic modes, as well as the precession frame dynamics and spin evolution of the black holes. The final black hole model, \RemnantModel, models the mass, spin, and recoil kick velocity of the remnant black hole. In their training parameter range, both models are shown to be more accurate than existing models by at least an order of magnitude, with errors comparable to the estimated errors in the numerical relativity simulations. We also show that the surrogate models work well even when extrapolated outside their training parameter space range, up to mass ratios $q=6$.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript introduces two surrogate models trained on 1528 NR simulations of non-eccentric precessing BBH mergers with q ≤ 4 and |χ| ≤ 0.8: NRSur7dq4, which models the full ℓ ≤ 4 gravitational waveform, precession-frame dynamics, and spin evolution starting ~20 orbits before merger, and RemnantModel, which predicts the final black-hole mass, spin, and recoil kick. The central claim is that both models achieve at least an order-of-magnitude accuracy improvement over existing surrogates within the training domain, with errors comparable to NR truncation uncertainties, while also performing adequately when extrapolated to q = 6.
Significance. If the accuracy and generalization claims hold after additional validation, the models would constitute a useful advance for gravitational-wave data analysis by supplying fast, high-fidelity waveforms and remnant quantities in the precessing, moderate-mass-ratio regime that is currently expensive to cover with direct NR. The large training set and inclusion of remnant properties are concrete strengths that address practical needs in parameter estimation.
major comments (3)
- [Validation section] Validation section (and abstract): The headline claim that surrogate errors are 'comparable to the estimated errors in the numerical relativity simulations' and represent an 'order-of-magnitude' improvement is not supported by a quantitative error budget or held-out test results. No leave-one-out cross-validation maps, maximum interpolation-error surfaces, or direct comparison of surrogate versus NR truncation errors (e.g., for each ℓ,m mode or for remnant mass/spin/kick) are presented; without these diagnostics the central accuracy assertion remains only partially verifiable.
- [Training and sampling discussion] Training and sampling discussion: The 1528 points in the 7-dimensional space (q plus six spin components) leave open the possibility of under-sampling. The manuscript provides no coverage diagnostic such as the distribution of minimum distances to the nearest training point for validation waveforms or a condition-number analysis of the fitting basis; any local region where waveform or remnant quantities vary faster than the basis can capture would produce errors exceeding the quoted NR floor and undermine the order-of-magnitude improvement claim.
- [Extrapolation results] Extrapolation results: The statement that the models 'work well' up to q = 6 is asserted without specifying the number of test cases, the quantitative error growth rate, or the parameter-space distance at which errors remain below NR uncertainties. This information is load-bearing for the generalization claim and should be supplied with explicit error tables or figures.
minor comments (1)
- The remnant model is referred to both as RemnantModel and as a LaTeX macro; consistent nomenclature and an explicit equation or section reference for its functional form would improve clarity.
Simulated Author's Rebuttal
We thank the referee for their careful reading and constructive comments on our manuscript. We address each major comment below and have revised the manuscript to include the requested quantitative diagnostics.
read point-by-point responses
-
Referee: [Validation section] Validation section (and abstract): The headline claim that surrogate errors are 'comparable to the estimated errors in the numerical relativity simulations' and represent an 'order-of-magnitude' improvement is not supported by a quantitative error budget or held-out test results. No leave-one-out cross-validation maps, maximum interpolation-error surfaces, or direct comparison of surrogate versus NR truncation errors (e.g., for each ℓ,m mode or for remnant mass/spin/kick) are presented; without these diagnostics the central accuracy assertion remains only partially verifiable.
Authors: We agree that additional quantitative diagnostics would strengthen the central accuracy claims. In the revised manuscript we have added a dedicated subsection presenting leave-one-out cross-validation results for the waveform modes and remnant quantities, maximum interpolation-error surfaces over the training domain, and direct comparisons of surrogate errors versus estimated NR truncation errors for representative ℓ,m modes as well as remnant mass, spin, and kick. These diagnostics confirm that surrogate errors remain comparable to NR uncertainties and support the reported order-of-magnitude improvement. revision: yes
-
Referee: [Training and sampling discussion] Training and sampling discussion: The 1528 points in the 7-dimensional space (q plus six spin components) leave open the possibility of under-sampling. The manuscript provides no coverage diagnostic such as the distribution of minimum distances to the nearest training point for validation waveforms or a condition-number analysis of the fitting basis; any local region where waveform or remnant quantities vary faster than the basis can capture would produce errors exceeding the quoted NR floor and undermine the order-of-magnitude improvement claim.
Authors: We acknowledge the referee's concern regarding possible under-sampling in the 7D parameter space. The revised manuscript now includes a coverage diagnostic figure that shows the distribution of minimum distances in parameter space between a set of held-out validation waveforms and their nearest training points, together with condition-number analysis of the fitting bases. These diagnostics indicate that the sampling density keeps local interpolation errors below the NR truncation floor across the training domain. revision: yes
-
Referee: [Extrapolation results] Extrapolation results: The statement that the models 'work well' up to q = 6 is asserted without specifying the number of test cases, the quantitative error growth rate, or the parameter-space distance at which errors remain below NR uncertainties. This information is load-bearing for the generalization claim and should be supplied with explicit error tables or figures.
Authors: We agree that the extrapolation statement requires more quantitative detail. The revised manuscript adds a table and accompanying figure that report the number of test simulations (20 at q=5 and 10 at q=6), the measured error growth rates for both waveform mismatches and remnant-parameter errors, and the parameter-space distances from the training boundary. The results show that errors remain within NR uncertainties up to q=6 for the tested cases. revision: yes
Circularity Check
No significant circularity in surrogate construction or validation
full rationale
The paper trains NRSur7dq4 and RemnantModel surrogates on 1528 NR simulations (q≤4, χ≤0.8) and asserts accuracy via direct comparison to those simulations' outputs, with errors comparable to NR truncation errors. This validation uses independent NR benchmarks rather than reducing any claimed prediction to the fitted inputs by construction. No self-definitional steps, fitted inputs renamed as predictions, load-bearing self-citations, or ansatz smuggling appear in the abstract or described derivation chain. The approach is standard surrogate modeling that remains self-contained against external NR data.
Axiom & Free-Parameter Ledger
free parameters (1)
- surrogate fit coefficients
axioms (1)
- domain assumption Numerical relativity simulations accurately solve Einstein's equations for non-eccentric precessing BBH mergers
Lean theorems connected to this paper
-
IndisputableMonolith/Cost/FunctionalEquation.leanwashburn_uniqueness_aczel unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
We use ... forward-stepwise greedy fitting ... tensor product of 1D monomials ... up to cubic powers in log(q) ... Gaussian Process Regression
-
IndisputableMonolith/Foundation/AlexanderDuality.leanalexander_duality_circle_linking unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
trained against 1528 simulations with mass ratios q≤4 and spin magnitudes χ1,χ2≤0.8
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Forward citations
Cited by 20 Pith papers
-
GW231123: a Binary Black Hole Merger with Total Mass 190-265 $M_{\odot}$
A new gravitational wave event reveals a binary black hole merger with total mass 190-265 solar masses, indicating black holes can form via gravitational-wave driven mergers beyond standard stellar channels.
-
Including higher-order modes in a quadrupolar eccentric numerical relativity surrogate using universal eccentric modulation functions
The gwNRHME framework constructs a multi-modal non-spinning eccentric gravitational waveform surrogate by modulating quasi-circular models with universal eccentric functions, achieving median mismatches of ~9e-5 again...
-
Novel ringdown tests of general relativity with black hole greybody factors
GreyRing model based on greybody factors reproduces numerical relativity ringdown signals with mismatches of order 10^{-6} and enables a new post-merger consistency test of general relativity applied to GW250114.
-
Testing Dark Energy with Black Hole Ringdown
Dynamical dark energy imprints O(1) shifts on black hole quasi-normal modes via cosmological hair, enabling constraints at 10^{-2} (LVK) to 10^{-4} (LISA) precision using the cubic Galileon as example.
-
GWTC-2: Compact Binary Coalescences Observed by LIGO and Virgo During the First Half of the Third Observing Run
LIGO and Virgo detected 39 compact binary coalescence events in O3a, including 13 new ones, with black hole binaries up to 150 solar masses and the first significantly asymmetric mass ratios.
-
Merger remnant and eccentricity dynamics surrogates for eccentric nonspinning black hole binaries
New surrogate models predict remnant properties and eccentricity dynamics for eccentric nonspinning black hole binary mergers using numerical relativity data over a limited parameter space.
-
Fast neural network surrogate for multimodal effective-one-body gravitational waveforms from generically precessing compact binaries
Neural network surrogate approximates precessing compact binary gravitational waveforms up to 1000x faster than the base EOB model with validated accuracy.
-
Post-Newtonian inspiral waveform model for eccentric precessing binaries with higher-order modes and matter effects
pyEFPEHM extends prior PN models to include higher-order quasi-circular phasing, generalized precession solutions, and eccentric corrections up to 1PN in selected multipoles for eccentric precessing binaries with matt...
-
GW231123: False Massive Graviton Signatures from Unmodeled Point-Mass Lensing
Unmodeled point-mass lensing produces a spurious nonzero graviton mass posterior in GW231123 that vanishes when lensing is included in the analysis.
-
Second-Generation Mass Peak in the Gravitational-Wave Population as a Probe of Globular Clusters
Dynamical formation in globular clusters produces a robust second black-hole mass peak at ~70 solar masses from second-generation mergers when the first-generation spectrum is truncated by pair-instability supernovae.
-
Plunge-Merger-Ringdown Tests of General Relativity with GW250114
GW250114 data constrains GR deviations in merger amplitude to 10% and frequency to 4% at 90% CL, with first bounds on the (4,4) mode frequency at 6%.
-
Black Hole Spectroscopy and Tests of General Relativity with GW250114
GW250114 data confirm the remnant is consistent with a Kerr black hole and bound the dominant quadrupolar mode frequency to within a few percent of the GR prediction, with constraints tighter than prior multi-event catalogs.
-
Computationally efficient models for the dominant and sub-dominant harmonic modes of precessing binary black holes
IMRPhenomXPHM is a new computationally efficient phenomenological model for precessing binary black hole gravitational-wave signals that incorporates higher-order modes via twisting-up maps from non-precessing waveforms.
-
Tests of General Relativity with the Binary Black Hole Signals from the LIGO-Virgo Catalog GWTC-1
Binary black hole signals in GWTC-1 are consistent with general relativity predictions, with an improved graviton mass bound of mg ≤ 4.7 × 10^{-23} eV/c² at 90% credible level.
-
Ringdown Analysis of GW250114 with Orthonormal Modes
Orthonormal QNM analysis of GW250114 raises the significance of the first overtone of the ℓ=m=2 mode from 82.5% to 99.9% and detects no significant deviation from Kerr predictions.
-
Inference of recoil kicks from binary black hole mergers up to GWTC--4 and their astrophysical implications
Recoil kicks are inferred for GWTC-4 binary black hole events with values up to nearly 1000 km/s for some, yielding retention probabilities of 1-5% in globular clusters and 70-100% in elliptical galaxies.
-
Tests of General Relativity with Binary Black Holes from the second LIGO-Virgo Gravitational-Wave Transient Catalog
No evidence for deviations from general relativity is found in LIGO-Virgo binary black hole events, with improved constraints on waveform parameters, graviton mass, and ringdown properties.
-
Gravitational-wave astronomy requires population-informed parameter estimation
Population-informed hierarchical parameter estimation is required for unbiased astrophysical interpretation of gravitational-wave events rather than using standard individual posteriors with reference priors.
-
Basilic: An end-to-end pipeline for Bayesian burst inference and model classification in gravitational-wave data
Basilic is an end-to-end Bayesian pipeline for gravitational-wave burst inference and model classification, with a case study showing signal degeneracies between binary black hole mergers and cosmic strings.
-
GW190711_030756 and GW200114_020818: astrophysical interpretation of two asymmetric binary black hole mergers in the IAS catalog
Two asymmetric BBH mergers are characterized with mass ratios 0.35 and ≤0.20; one shows high spins, negative χ_eff, and strong precession, suggesting an emerging population of massive rapidly spinning systems.
Reference graph
Works this paper leans on
-
[1]
J. Aasiet al.(LIGO Scientific), “Advanced LIGO,” Class. Quant. Grav.32, 074001 (2015), arXiv:1411.4547 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2015
-
[2]
Advanced Virgo: a 2nd generation interferometric gravitational wave detector
F. Acerneseet al.(Virgo), “Advanced Virgo: a second- generation interferometric gravitational wave detector,” Class. Quant. Grav.32, 024001 (2015), arXiv:1408.3978 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2015
-
[3]
Observation of Gravitational Waves from a Binary Black Hole Merger
B. P. Abbottet al. (LIGO Scientific, Virgo), “Obser- vation of Gravitational Waves from a Binary Black Hole Merger,” Phys. Rev. Lett. 116, 061102 (2016), arXiv:1602.03837 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[4]
GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral
Benjamin P. Abbott et al. (LIGO Scientific, Virgo), “GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral,” Phys. Rev. Lett.119, 161101 (2017), arXiv:1710.05832 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[5]
GW151226: Observation of Gravitational Waves from a 22-Solar-Mass Binary Black Hole Coalescence
B. P. Abbottet al.(LIGO Scientific, Virgo), “GW151226: Observation of Gravitational Waves from a 22-Solar- Mass Binary Black Hole Coalescence,” Phys. Rev. Lett. 116, 241103 (2016), arXiv:1606.04855 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[6]
GW170104: Observation of a 50-Solar-Mass Binary Black Hole Coalescence at Redshift 0.2
Benjamin P. Abbott et al. (LIGO Scientific, Virgo), “GW170104: Observation of a 50-Solar-Mass Binary Black Hole Coalescence at Redshift 0.2,” Phys. Rev. Lett. 118, 221101 (2017), [Erratum: Phys. Rev. Lett.121,no.12,129901(2018)], arXiv:1706.01812 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[7]
GW170608: Observation of a 19-solar-mass Binary Black Hole Coalescence
B.. P.. Abbott et al. (LIGO Scientific, Virgo), “GW170608: Observation of a 19-solar-mass Binary Black Hole Coalescence,” Astrophys. J.851, L35 (2017), arXiv:1711.05578 [astro-ph.HE]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[8]
GW170814: A Three-Detector Observation of Gravitational Waves from a Binary Black Hole Coalescence
B. P. Abbottet al.(LIGO Scientific, Virgo), “GW170814: A Three-Detector Observation of Gravitational Waves from a Binary Black Hole Coalescence,” Phys. Rev. Lett. 119, 141101 (2017), arXiv:1709.09660 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[9]
B. P. Abbottet al.(LIGO Scientific, Virgo), “GWTC- 1: A Gravitational-Wave Transient Catalog of Com- pact Binary Mergers Observed by LIGO and Virgo dur- ing the First and Second Observing Runs,” (2018), arXiv:1811.12907 [astro-ph.HE]
work page internal anchor Pith review Pith/arXiv arXiv 2018
-
[10]
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. 21, 3 (2018), arXiv:1304.0670 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2018
-
[11]
B. P. Abbottet al. (LIGO Scientific, Virgo), “Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Ad- vanced Virgo,” (2018), arXiv:1811.12940 [astro-ph.HE]
-
[12]
Curt Cutler and Eanna E. Flanagan, “Gravitational waves from merging compact binaries: How accurately can one extract the binary’s parameters from the in- 16 spiral wave form?” Phys. Rev.D49, 2658–2697 (1994), arXiv:gr-qc/9402014 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 1994
-
[13]
Properties of the Binary Black Hole Merger GW150914
B. P. Abbottet al.(LIGO Scientific, Virgo), “Properties of the Binary Black Hole Merger GW150914,” Phys. Rev. Lett. 116, 241102 (2016), arXiv:1602.03840 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[14]
J. Veitchet al., “Parameter estimation for compact bina- ries with ground-based gravitational-wave observations using the LALInference software library,” Phys. Rev. D91, 042003 (2015), arXiv:1409.7215 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2015
-
[15]
Tests of general relativity with GW150914
B. P. Abbott et al. (LIGO Scientific, Virgo), “Tests of general relativity with GW150914,” Phys. Rev. Lett. 116, 221101 (2016), [Erratum: Phys. Rev. Lett.121,no.12,129902(2018)], arXiv:1602.03841 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[16]
Tests of General Relativity with the Binary Black Hole Signals from the LIGO-Virgo Catalog GWTC-1
“Tests of General Relativity with the Binary Black Hole Signals from the LIGO-Virgo Catalog GWTC-1,” (2019), arXiv:1903.04467 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2019
-
[17]
Abhirup Ghosh, Nathan K. Johnson-Mcdaniel, Archis- man Ghosh, Chandra Kant Mishra, Parameswaran Ajith, Walter Del Pozzo, Christopher P. L. Berry, Alex B. Nielsen, and Lionel London, “Testing general relativity using gravitational wave signals from the inspiral, merger and ringdown of binary black holes,” Class. Quant. Grav. 35, 014002 (2018), arXiv:1704.0...
work page internal anchor Pith review Pith/arXiv arXiv 2018
-
[18]
Manuela Campanelli, Carlos O. Lousto, Yosef Zlochower, and David Merritt, “Maximum gravitational recoil,” Phys. Rev. Lett.98, 231102 (2007), arXiv:gr-qc/0702133 [GR-QC]
work page internal anchor Pith review Pith/arXiv arXiv 2007
-
[19]
Supermassive recoil velocities for binary black-hole mergers with antialigned spins
J. A. Gonzalez, M. D. Hannam, U. Sperhake, Bernd Bruegmann, and S. Husa, “Supermassive recoil velocities for binary black-hole mergers with antialigned spins,” Phys. Rev. Lett.98, 231101 (2007), arXiv:gr-qc/0702052 [GR-QC]
work page internal anchor Pith review Pith/arXiv arXiv 2007
-
[20]
Davide Gerosa and Alberto Sesana, “Missing black holes in brightest cluster galaxies as evidence for the occur- rence of superkicks in nature,” Mon. Not. Roy. Astron. Soc. 446, 38–55 (2015), arXiv:1405.2072 [astro-ph.GA]
work page internal anchor Pith review Pith/arXiv arXiv 2015
-
[21]
Sebastian Khan, Katerina Chatziioannou, Mark Han- nam, andFrankOhme,“Phenomenologicalmodelforthe gravitational-wave signal from precessing binary black holes with two-spin effects,” (2018), arXiv:1809.10113 [gr-qc]
-
[22]
Enriching the Symphony of Gravi- tational Waves from Binary Black Holes by Tuning Higher Harmonics,
Roberto Cotesta, Alessandra Buonanno, Alejandro Bohé, Andrea Taracchini, Ian Hinder, and Serguei Ossokine, “Enriching the Symphony of Gravitational Waves from Binary Black Holes by Tuning Higher Harmonics,” Phys. Rev. D98, 084028 (2018), arXiv:1803.10701 [gr-qc]
-
[23]
First higher-multipole model of gravitational waves from spinning and coalescing black-hole binaries
Lionel London, Sebastian Khan, Edward Fauchon-Jones, Cecilio García, Mark Hannam, Sascha Husa, Xisco Jiménez-Forteza, Chinmay Kalaghatgi, Frank Ohme, and Francesco Pannarale, “First higher-multipole model ofgravitationalwavesfromspinningandcoalescingblack- hole binaries,” Phys. Rev. Lett. 120, 161102 (2018), arXiv:1708.00404 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2018
-
[24]
Yi Pan, Alessandra Buonanno, Andrea Taracchini, Lawrence E. Kidder, Abdul H. Mroué, Harald P. Pfeiffer, Mark A. Scheel, and Béla Szilágyi, “Inspiral-merger- ringdown waveforms of spinning, precessing black-hole binaries in the effective-one-body formalism,” Phys. Rev. D89, 084006 (2014), arXiv:1307.6232 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2014
-
[25]
Alejandro Bohé et al., “Improved effective-one-body model of spinning, nonprecessing binary black holes for the era of gravitational-wave astrophysics with ad- vanced detectors,” Phys. Rev. D95, 044028 (2017), arXiv:1611.03703 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[26]
Sebastian Khan, Sascha Husa, Mark Hannam, Frank Ohme, Michael Pürrer, Xisco Jiménez Forteza, and Alejandro Bohé, “Frequency-domain gravitational waves from nonprecessing black-hole binaries. II. A phenomeno- logical model for the advanced detector era,” Phys. Rev. D93, 044007 (2016), arXiv:1508.07253 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[27]
A simple model of complete precessing black-hole-binary gravitational waveforms
Mark Hannam, Patricia Schmidt, Alejandro Bohé, Leïla Haegel, Sascha Husa, Frank Ohme, Geraint Pratten, and Michael Pürrer, “Simple Model of Complete Precessing Black-Hole-Binary Gravitational Waveforms,” Phys. Rev. Lett. 113, 151101 (2014), arXiv:1308.3271 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2014
-
[28]
Effective-one-body model for black-hole binaries with generic mass ratios and spins
Andrea Taracchiniet al., “Effective-one-body model for black-hole binaries with generic mass ratios and spins,” Phys. Rev.D89, 061502 (2014), arXiv:1311.2544 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2014
-
[29]
Yi Pan, Alessandra Buonanno, Michael Boyle, Luisa T. Buchman, Lawrence E. Kidder, Harald P. Pfeiffer, and Mark A. Scheel, “Inspiral-merger-ringdown multipolar waveforms of nonspinning black-hole binaries using the effective-one-body formalism,” Phys. Rev.D84, 124052 (2011), arXiv:1106.1021 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2011
-
[30]
Ajit Kumar Mehta, Chandra Kant Mishra, Vijay Varma, and Parameswaran Ajith, “Accurate inspiral-merger- ringdown gravitational waveforms for nonspinning black- hole binaries including the effect of subdominant modes,” Phys. Rev.D96, 124010 (2017), arXiv:1708.03501 [gr- qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[31]
Stanislav Babak, Andrea Taracchini, and Alessandra Buonanno, “Validating the effective-one-body model of spinning, precessing binary black holes against nu- merical relativity,” Phys. Rev. D95, 024010 (2017), arXiv:1607.05661 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[32]
The final spin from binary black holes in quasi-circular orbits
Fabian Hofmann, Enrico Barausse, and Luciano Rez- zolla, “The final spin from binary black holes in quasi-circular orbits,” Astrophys. J.825, L19 (2016), arXiv:1605.01938 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[33]
On the mass radiated by coalescing black-hole binaries
Enrico Barausse, Viktoriya Morozova, and Luciano Rezzolla, “On the mass radiated by coalescing black- hole binaries,” Astrophys. J.758, 63 (2012), [Erratum: Astrophys. J.786,76(2014)], arXiv:1206.3803 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2012
-
[34]
Xisco Jiménez-Forteza, David Keitel, Sascha Husa, Mark Hannam, Sebastian Khan, and Michael Pürrer, “Hierar- chicaldata-drivenapproachtofittingnumericalrelativity data for nonprecessing binary black holes with an ap- plication to final spin and radiated energy,” Phys. Rev. D95, 064024 (2017), arXiv:1611.00332 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[35]
Remnant of binary black-hole mergers: New simulations and peak luminosity studies
James Healy and Carlos O. Lousto, “Remnant of bi- nary black-hole mergers: New simulations and peak luminosity studies,” Phys. Rev. D95, 024037 (2017), arXiv:1610.09713 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[36]
Remnant mass, spin, and recoil from spin aligned black-hole binaries
James Healy, Carlos O. Lousto, and Yosef Zlochower, “Remnant mass, spin, and recoil from spin aligned black-hole binaries,” Phys. Rev.D90, 104004 (2014), arXiv:1406.7295 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2014
-
[37]
Total recoil: The Maximum kick from nonspinning black-hole binary in- spiral,
Jose A. Gonzalez, Ulrich Sperhake, Bernd Bruegmann, Mark Hannam, and Sascha Husa, “Total recoil: The Maximum kick from nonspinning black-hole binary in- spiral,” Phys. Rev. Lett.98, 091101 (2007), arXiv:gr- qc/0610154 [gr-qc]
-
[38]
Large Merger Recoils and Spin Flips From Generic Black-Hole Binaries
Manuela Campanelli, Carlos O. Lousto, Yosef Zlochower, and David Merritt, “Large merger recoils and spin flips from generic black-hole binaries,” Astrophys. J.659, L5–L8 (2007), arXiv:gr-qc/0701164 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2007
-
[39]
Further insight into gravitational recoil
Carlos O. Lousto and Yosef Zlochower, “Further insight intogravitationalrecoil,”Phys.Rev. D77,044028(2008), 17 arXiv:0708.4048 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2008
-
[40]
Gravitational Recoil From Accretion-Aligned Black-Hole Binaries
Carlos O. Lousto, Yosef Zlochower, Massimo Dotti, and Marta Volonteri, “Gravitational Recoil From Accretion- Aligned Black-Hole Binaries,” Phys. Rev.D85, 084015 (2012), arXiv:1201.1923 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2012
-
[41]
Nonlinear Gravitational Recoil from the Mergers of Precessing Black-Hole Binaries
Carlos O. Lousto and Yosef Zlochower, “Nonlinear Gravitational Recoil from the Mergers of Precessing Black-Hole Binaries,” Phys. Rev.D87, 084027 (2013), arXiv:1211.7099 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2013
-
[42]
PRECESSION: Dynamics of spinning black-hole binaries with python
Davide Gerosa and Michael Kesden, “PRECESSION: Dynamics of spinning black-hole binaries with python,” Phys. Rev.D93, 124066 (2016), arXiv:1605.01067 [astro- ph.HE]
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[43]
James Healy and Carlos O. Lousto, “Hangup effect in un- equal mass binary black hole mergers and further studies of their gravitational radiation and remnant properties,” Phys. Rev.D97, 084002 (2018), arXiv:1801.08162 [gr- qc]
work page internal anchor Pith review Pith/arXiv arXiv 2018
-
[44]
Binary Black Holes: Spin Dynamics and Gravitational Recoil
Frank Herrmann, Ian Hinder, Deirdre M. Shoemaker, Pablo Laguna, and Richard A. Matzner, “Binary Black Holes: Spin Dynamics and Gravitational Recoil,” Phys. Rev. D76, 084032 (2007), arXiv:0706.2541 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2007
-
[45]
On the final spin from the coalescence of two black holes
Luciano Rezzolla, Enrico Barausse, Ernst Nils Dorband, Denis Pollney, Christian Reisswig, Jennifer Seiler, and Sascha Husa, “On the final spin from the coalescence of two black holes,” Phys. Rev.D78, 044002 (2008), arXiv:0712.3541 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2008
-
[46]
The final spin from the coalescence of aligned-spin black-hole binaries
Luciano Rezzolla, Peter Diener, Ernst Nils Dorband, Denis Pollney, Christian Reisswig, Erik Schnetter, and Jennifer Seiler, “The Final spin from the coalescence of aligned-spin black-hole binaries,” Astrophys. J.674, L29–L32 (2008), arXiv:0710.3345 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2008
-
[47]
Can binary mergers produce maximally spinning black holes?
Michael Kesden, “Can binary mergers produce maxi- mally spinning black holes?” Phys. Rev.D78, 084030 (2008), arXiv:0807.3043 [astro-ph]
work page internal anchor Pith review Pith/arXiv arXiv 2008
-
[48]
The final mass and spin of black hole mergers
Wolfgang Tichy and Pedro Marronetti, “The Final mass and spin of black hole mergers,” Phys. Rev.D78, 081501 (2008), arXiv:0807.2985 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2008
-
[49]
Predicting the direction of the final spin from the coalescence of two black holes
Enrico Barausse and Luciano Rezzolla, “Predicting the direction of the final spin from the coalescence of two black holes,” Astrophys. J.704, L40–L44 (2009), arXiv:0904.2577 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2009
-
[50]
Yosef Zlochower and Carlos O. Lousto, “Modeling the remnant mass, spin, and recoil from unequal-mass, pre- cessing black-hole binaries: The Intermediate Mass Ra- tio Regime,” Phys. Rev.D92, 024022 (2015), [Erratum: Phys. Rev.D94,no.2,029901(2016)], arXiv:1503.07536 [gr- qc]
work page internal anchor Pith review Pith/arXiv arXiv 2015
-
[51]
Theocharis A. Apostolatos, Curt Cutler, Gerald J. Suss- man, and Kip S. Thorne, “Spin-induced orbital preces- sion and its modulation of the gravitational waveforms from merging binaries,” Phys. Rev. D49, 6274–6297 (1994)
work page 1994
-
[52]
Davide Gerosa, Michael Kesden, Emanuele Berti, Richard O’Shaughnessy, and Ulrich Sperhake, “Resonant-plane locking and spin alignment in stellar- mass black-hole binaries: a diagnostic of compact- binary formation,” Phys. Rev. D87, 104028 (2013), arXiv:1302.4442 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2013
-
[53]
Use of gravitational waves to probe the formation channels of compact binaries
Salvatore Vitale, Ryan Lynch, Riccardo Sturani, and Philip Graff, “Use of gravitational waves to probe the formation channels of compact binaries,” Class. Quant. Grav. 34, 03LT01 (2017), arXiv:1503.04307 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[54]
Using spin to understand the formation of LIGO's black holes
Ben Farr, Daniel E. Holz, and Will M. Farr, “Using Spin to Understand the Formation of LIGO and Virgo’s Black Holes,” Astrophys. J.854, L9 (2018), arXiv:1709.07896 [astro-ph.HE]
work page internal anchor Pith review Pith/arXiv arXiv 2018
-
[55]
Spin orientations of merging black holes formed from the evolution of stellar binaries
Davide Gerosa, Emanuele Berti, Richard O’Shaughnessy, Krzysztof Belczynski, Michael Kesden, Daniel Wysocki, and Wojciech Gladysz, “Spin orientations of merging black holes formed from the evolution of stellar binaries,” Phys. Rev.D98, 084036 (2018), arXiv:1808.02491 [astro- ph.HE]
work page internal anchor Pith review Pith/arXiv arXiv 2018
-
[56]
A Numerical Relativity Waveform Surrogate Model for Generically Precessing Binary Black Hole Mergers
Jonathan Blackman, Scott E. Field, Mark A. Scheel, Chad R. Galley, Christian D. Ott, Michael Boyle, Lawrence E. Kidder, Harald P. Pfeiffer, and Béla Szilá- gyi, “Numerical relativity waveform surrogate model for generically precessing binary black hole mergers,” Phys. Rev. D96, 024058 (2017), arXiv:1705.07089 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[57]
High-accuracy mass, spin, and recoil predictions of generic black-hole merger remnants
Vijay Varma, Davide Gerosa, Leo C. Stein, François Hébert, and Hao Zhang, “High-accuracy mass, spin, and recoil predictions of generic black-hole merger remnants,” Phys. Rev. Lett.122, 011101 (2019), arXiv:1809.09125 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2019
-
[58]
Jonathan Blackman, Scott Field, Chad Galley, and Vi- jay Varma, “gwsurrogate,”https://pypi.python.org/ pypi/gwsurrogate/
-
[59]
V. Varma et al. , “surfinBH,” (), pypi.org/project/surfinBH, doi.org/10.5281/zenodo.1418525
-
[60]
Binary black-hole surrogate waveform catalog,
“Binary black-hole surrogate waveform catalog,”http: //www.black-holes.org/surrogates/ (2018)
work page 2018
-
[61]
Vijay Varma and Parameswaran Ajith, “Effects of non- quadrupole modes in the detection and parameter esti- mation of black hole binaries with nonprecessing spins,” Phys. Rev.D96, 124024 (2017), arXiv:1612.05608 [gr- qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[62]
Impact of Higher Harmonics in Searching for Gravitational Waves from Non-Spinning Binary Black Holes
Collin Capano, Yi Pan, and Alessandra Buonanno, “Impactofhigherharmonicsinsearchingforgravitational waves from nonspinning binary black holes,” Phys. Rev. D89, 102003 (2014), arXiv:1311.1286 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2014
-
[63]
Systematic biases in parameter estimation of binary black-hole mergers
Tyson B. Littenberg, John G. Baker, Alessandra Buo- nanno, and Bernard J. Kelly, “Systematic biases in pa- rameter estimation of binary black-hole mergers,” Phys. Rev. D87, 104003 (2013), arXiv:1210.0893 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2013
-
[64]
Detectability of gravitational waves from binary black holes: Impact of precession and higher modes
Juan Calderón Bustillo, Pablo Laguna, and Deirdre Shoemaker, “Detectability of gravitational waves from bi- naryblackholes: Impactofprecessionandhighermodes,” Phys. Rev.D95, 104038 (2017), arXiv:1612.02340 [gr- qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[65]
Template banks to search for low-mass binary black holes in advanced gravitational-wave detectors
Duncan A. Brown, Prayush Kumar, and Alexander H. Nitz, “Template banks to search for low-mass binary black holes in advanced gravitational-wave detectors,” Phys. Rev. D87, 082004 (2013), arXiv:1211.6184 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2013
-
[66]
Gravitational-wave observations of binary black holes: Effect of non-quadrupole modes
Vijay Varma, Parameswaran Ajith, Sascha Husa, Juan Calderon Bustillo, Mark Hannam, and Michael Pürrer, “Gravitational-wave observations of binary black holes: Effect of nonquadrupole modes,” Phys. Rev.D90, 124004 (2014), arXiv:1409.2349 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2014
-
[67]
The Missing Link: Bayesian Detection and Measurement of Intermediate-Mass Black-Hole Binaries
Philip B. Graff, Alessandra Buonanno, and B. S. Sathyaprakash, “Missing Link: Bayesian detection and measurement of intermediate-mass black-hole binaries,” Phys. Rev. D92, 022002 (2015), arXiv:1504.04766 [gr- qc]
work page internal anchor Pith review Pith/arXiv arXiv 2015
- [68]
-
[69]
Juan Calderón Bustillo, Sascha Husa, Alicia M. Sintes, and Michael Pürrer, “Impact of gravitational radiation higher order modes on single aligned-spin gravitational wave searches for binary black holes,” Phys. Rev.D93, 084019 (2016), arXiv:1511.02060 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[70]
Impact of Higher-order Modes on the Detection of Binary Black Hole Coalescences
Larne Pekowsky, James Healy, Deirdre Shoemaker, and Pablo Laguna, “Impact of higher-order modes on the detection of binary black hole coalescences,” Phys. Rev. D87, 084008 (2013), arXiv:1210.1891 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2013
-
[71]
Tracking the precession of compact binaries from their gravitational-wave signal
Patricia Schmidt, Mark Hannam, Sascha Husa, and P. Ajith, “Tracking the precession of compact binaries from their gravitational-wave signal,” Phys. Rev.D84, 024046 (2011), arXiv:1012.2879 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2011
-
[72]
Efficient asymptotic frame selection for binary black hole spacetimes using asymptotic radiation
R. O’Shaughnessy, B. Vaishnav, J. Healy, Z. Meeks, and D. Shoemaker, “Efficient asymptotic frame selection for binary black hole spacetimes using asymptotic radiation,” Phys. Rev.D84, 124002 (2011), arXiv:1109.5224 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2011
-
[73]
A geometric approach to the precession of compact binaries
Michael Boyle, Robert Owen, and Harald P. Pfeiffer, “A geometric approach to the precession of compact bina- ries,” Phys. Rev.D84, 124011 (2011), arXiv:1110.2965 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2011
-
[74]
Jonathan Blackman, Scott E. Field, Mark A. Scheel, Chad R. Galley, Daniel A. Hemberger, Patricia Schmidt, and Rory Smith, “A Surrogate Model of Gravitational Waveforms from Numerical Relativity Simulations of Precessing Binary Black Hole Mergers,” Phys. Rev.D95, 104023 (2017), arXiv:1701.00550 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[75]
“The Spectral Einstein Code,” http://www. black-holes.org/SpEC.html
-
[76]
A multidomain spectral method for solving elliptic equations
Harald P. Pfeiffer, Lawrence E. Kidder, Mark A. Scheel, and Saul A. Teukolsky, “A Multidomain spectral method for solving elliptic equations,” Comput. Phys. Commun. 152, 253–273 (2003), arXiv:gr-qc/0202096 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2003
-
[77]
Binary-black-hole initial data with nearly-extremal spins
Geoffrey Lovelace, Robert Owen, Harald P. Pfeiffer, and Tony Chu, “Binary-black-hole initial data with nearly-extremal spins,” Phys. Rev.D78, 084017 (2008), arXiv:0805.4192 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2008
-
[78]
A New Generalized Harmonic Evolution System
Lee Lindblom, Mark A. Scheel, Lawrence E. Kidder, Robert Owen, and Oliver Rinne, “A New generalized harmonic evolution system,” Class. Quant. Grav.23, S447–S462 (2006), arXiv:gr-qc/0512093 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2006
-
[79]
Simulations of Binary Black Hole Mergers Using Spectral Methods
Bela Szilagyi, Lee Lindblom, and Mark A. Scheel, “Simulations of Binary Black Hole Mergers Using Spectral Methods,” Phys. Rev. D80, 124010 (2009), arXiv:0909.3557 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2009
-
[80]
High-accuracy waveforms for binary black hole inspiral, merger, and ringdown
Mark A. Scheel, Michael Boyle, Tony Chu, Lawrence E. Kidder, Keith D. Matthews, and Harald P. Pfeiffer, “High-accuracy waveforms for binary black hole inspiral, merger, and ringdown,” Phys. Rev.D79, 024003 (2009), arXiv:0810.1767 [gr-qc]
work page internal anchor Pith review Pith/arXiv arXiv 2009
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.