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We revisit the recent debate on the evidence for an overtone in the black hole ringdown of GW150914 using an independent data-analysis pipeline. By gating and inpainting the data, we discard the contamination from earlier parts of the…

General Relativity and Quantum Cosmology · Physics 2025-10-13 Yi-Fan Wang , Collin D. Capano , Jahed Abedi , Shilpa Kastha , Badri Krishnan , Alex B. Nielsen , Alexander H. Nitz , Julian Westerweck

The ringdown phase of a gravitational wave (GW) signal from a binary black hole merger provides valuable insights into the properties of the final black hole and serves as a critical test of general relativity in the strong-field regime. A…

General Relativity and Quantum Cosmology · Physics 2025-03-12 Hai-Tian Wang , Ziming Wang , Yiming Dong , Garvin Yim , Lijing Shao

The properties of a remnant black hole can be probed by analyzing the gravitational waves emitted during its ringdown phase. This signal provides a direct test of general relativity in the strong-field regime. In this study, we apply a…

General Relativity and Quantum Cosmology · Physics 2025-09-11 Hai-Tian Wang

We analyze GW150914 post-merger data to understand if ringdown overtone detection claims are robust. We find no evidence in favor of an overtone in the data after the waveform peak. Around the peak, the Bayes factor does not indicate the…

General Relativity and Quantum Cosmology · Physics 2022-09-13 Roberto Cotesta , Gregorio Carullo , Emanuele Berti , Vitor Cardoso

Accurate noise estimation from gravitational wave (GW) data is critical for Bayesian inference. However, recent studies on ringdown signal, such as those by Isi et al. [1], Cotesta et al. [2], and Isi and Farr [3], have encountered…

General Relativity and Quantum Cosmology · Physics 2023-12-22 Hai-Tian Wang , Lijing Shao

We reanalyze the GW150914 post-merger data searching for quasinormal modes beyond the fundamental, quadrupolar mode. There is currently an ongoing disagreement in the literature about whether, and to what extent, the data contains evidence…

General Relativity and Quantum Cosmology · Physics 2022-08-09 Eliot Finch , Christopher J. Moore

We formulate a Bayesian framework to analyze ringdown gravitational waves from colliding binary black holes and test the no-hair theorem. The idea hinges on mode cleaning -- revealing subdominant oscillation modes by removing dominant ones…

General Relativity and Quantum Cosmology · Physics 2023-04-06 Sizheng Ma , Ling Sun , Yanbei Chen

Cotesta et al. (2022) reanalyze the GW150914 ringdown, arguing against the presence of an overtone and suggesting claims of its detection in Isi et al. (2019) were driven by noise. Here we point out a number of technical errors in that…

High Energy Astrophysical Phenomena · Physics 2023-10-24 Maximiliano Isi , Will M. Farr

We analyze gravitational-wave data from the first LIGO detection of a binary black-hole merger (GW150914) in search of the ringdown of the remnant black hole. Using observations beginning at the peak of the signal, we find evidence of the…

General Relativity and Quantum Cosmology · Physics 2019-09-18 Maximiliano Isi , Matthew Giesler , Will M. Farr , Mark A. Scheel , Saul A. Teukolsky

The ringdown data of both GW150914 and GW190521\_074359 (GW190521r) show evidence supporting the presence of overtone. Previous studies all adopt a fundamental assumption, which were motivated more by convenience than by first principles,…

General Relativity and Quantum Cosmology · Physics 2022-02-22 Hai-Tian Wang , Yi-Ming Hu , Peng-Cheng Li , Yi-Zhong Fan

Tests of the no-hair theorem using astrophysical black holes involve the detection of at least two quasi-normal modes (QNMs) in the gravitational wave emitted by a perturbed black hole. A detection of two modes -- the dominant, $(\ell, m,…

General Relativity and Quantum Cosmology · Physics 2024-10-10 Alex Correia , Yi-Fan Wang , Julian Westerweck , Collin D. Capano

In this Reply we include the corrections suggested in the Comment [Phys. Rev. Lett. 131, 169001]. We show that their impact on our results is small, and that the overall conclusion of the Article [Phys. Rev. Lett. 129, 111102] are robust.…

General Relativity and Quantum Cosmology · Physics 2023-11-01 Gregorio Carullo , Roberto Cotesta , Emanuele Berti , Vitor Cardoso

We analyze the ringdown phase of the first detected black-hole merger, GW150914, using a simulation-based inference pipeline based on masked autoregressive flows. We obtain approximate marginal posterior distributions for the ringdown…

General Relativity and Quantum Cosmology · Physics 2023-08-17 Marco Crisostomi , Kallol Dey , Enrico Barausse , Roberto Trotta

Measuring quasinormal modes (QNMs) during the ringdown phase of binary black hole coalescences provides key insights into merger dynamics and enables tests of the no-hair theorem. The QNM rational filter has recently been introduced as a…

General Relativity and Quantum Cosmology · Physics 2025-08-12 Neil Lu , Sizheng Ma , Ornella J. Piccinni , Ling Sun , Eliot Finch

The ringdown of a perturbed black hole consists of a superposition of quasi-normal modes (QNMs), with complex frequencies determined by the black hole's mass and spin, while phases and amplitudes depend on binary parameters. Traditional…

General Relativity and Quantum Cosmology · Physics 2025-09-23 Koustav Chandra , Juan Calderón Bustillo

It is possible to infer the mass and spin of the remnant black hole from binary black hole mergers by comparing the ringdown gravitational wave signal to results from studies of perturbed Kerr spacetimes. Typically these studies are based…

General Relativity and Quantum Cosmology · Physics 2020-01-13 Matthew Giesler , Maximiliano Isi , Mark Scheel , Saul Teukolsky

The detection of quadratic quasi-normal modes would provide a direct probe into black hole nonlinear perturbations. We report the first observational evidence of a set of quadratic quasi-normal modes in the gravitational-wave ringdown of a…

General Relativity and Quantum Cosmology · Physics 2026-01-12 Yi-Fan Wang , Sizheng Ma , Neev Khera , Huan Yang

The ringdown phase of a gravitational wave signal from a binary black hole merger offers a unique laboratory for testing general relativity in the strong-field regime and probing the properties of the final remnant black hole. In this…

General Relativity and Quantum Cosmology · Physics 2025-09-03 Hai-Tian Wang , Shao-Peng Tang , Peng-Cheng Li , Yi-Zhong Fan

The detection of the least damped quasi-normal mode from the remnant of the gravitational wave event GW150914 realised the long sought possibility to observationally study the properties of quasi-stationary black hole spacetimes through…

General Relativity and Quantum Cosmology · Physics 2019-07-03 Gregorio Carullo , Walter Del Pozzo , John Veitch

The ringdown portion of a binary black hole merger consists of a sum of modes, each containing an infinite number of tones that are exponentially damped sinusoids. In principle, these can be measured as gravitational-waves with…

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