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We present results on the search for the coalescence of compact binary mergers using convolutional neural networks and the LIGO/Virgo data, corresponding to the O2 observation period. Two-dimensional images in time and frequency are used as…

广义相对论与量子宇宙学 · 物理学 2021-04-21 A. Menéndez-Vázquez , M. Kolstein , M. Martínez , Ll. M. Mir

Gravitational wave (GW) signals were recently detected directly by LIGO from the coalescences of two black hole pairs. These detections have strengthened our belief that compact binary coalescences (CBCs) are the most promising GW detection…

广义相对论与量子宇宙学 · 物理学 2016-12-28 Sukanta Bose , Sanjeev Dhurandhar , Anuradha Gupta , Andrew Lundgren

We develop a Conformer neural network, called Conformer Binary neTwork Search, or CoBiTS, for distinguishing binary black hole (BBH) gravitational wave (GW) signals from non-Gaussian and non-stationary noise artifacts in the data from…

天体物理仪器与方法 · 物理学 2025-12-23 Matthew VanDyke , Kexuan Wu , Sukanta Bose

The coalescences of massive black hole binaries are one of the main targets of space-based gravitational wave observatories. Such gravitational wave sources are expected to be accompanied by electromagnetic emissions. Low latency detection…

天体物理仪器与方法 · 物理学 2023-04-18 Wen-Hong Ruan , He Wang , Chang Liu , Zong-Kuan Guo

In this paper, we study an application of deep learning to the advanced LIGO and advanced Virgo coincident detection of gravitational waves (GWs) from compact binary star mergers. This deep learning method is an extension of the Deep…

天体物理仪器与方法 · 物理学 2019-02-20 Xilong Fan , Jin Li , Xin Li , Yuanhong Zhong , Junwei Cao

The era of gravitational wave astronomy began in 2015 with the observation of the signal from the merger of two black holes by the LIGO detectors; by 2021, almost 100 more such transient signals from coalescences of compact binaries of…

广义相对论与量子宇宙学 · 物理学 2024-09-04 K. Chatziioannou , T. Dent , M. Fishbach , F. Ohme , M. Pürrer , V. Raymond , J. Veitch

In the absence of numerous gravitational-wave detections with confirmed electromagnetic counterparts, the "dark siren" method has emerged as a leading technique of gravitational-wave cosmology. The method allows redshift information of such…

We describe the extension to multiple datasets of a coherent method for the search of continuous gravitational wave signals, based on the computation of 5-vectors. In particular, we show how to coherently combine different datasets…

天体物理仪器与方法 · 物理学 2015-06-04 Pia Astone , Alberto Colla , Sabrina D'Antonio , Sergio Frasca , Cristiano Palomba

Coalescing compact binaries of neutron stars and/or black holes are considered as one of the most promising sources for Earth based gravitational wave detectors. The LIGO-Virgo joint collaboration's Compact Binary Coalescence (CBC) group is…

广义相对论与量子宇宙学 · 物理学 2019-08-13 Anand S. Sengupta

The various materials of test masses, and the difference of arm lengths of global ground-based gravitational-wave interferometer detectors offer a unique approach to test Newton's second law, weak equivalence principle, and Einstein…

广义相对论与量子宇宙学 · 物理学 2021-11-29 Xi-Long Fan

Continuous gravitational waves represent one of the long-sought types of signals that have yet to be detected. Due to their small amplitude, long observational datasets (months-years) have to be analyzed together, thereby vastly increasing…

广义相对论与量子宇宙学 · 物理学 2022-06-22 P. B. Covas , R. Prix

We analyze the properties of VIRGO detector with the aim of studying its ability to search for coalescing black hole binaries. We focus on the remnants of the Population III stars, which currently should be massive black holes ($\sim…

天体物理学 · 物理学 2009-11-11 K. Kulczycki , T. Bulik , K. Belczynski , B. Rudak

The proposed third-generation gravitational-wave detectors Einstein Telescope will have a triangular design that consists of three colocated interferometers. Summing the strain outputs from the three interferometers will cancel any…

广义相对论与量子宇宙学 · 物理学 2022-04-20 Isaac C. F. Wong , Tjonnie G. F. Li

Noise in various interferometer systems can sometimes couple non-linearly to create excess noise in the gravitational wave (GW) strain data. Third-order statistics, such as bicoherence and biphase, can identify these couplings and help…

广义相对论与量子宇宙学 · 物理学 2024-07-29 Bernard Hall , Sudhagar Suyamprakasam , Nairwita Mazumder , Anupreeta More , Sukanta Bose

We compare two strategies of multi-detector detection of compact binary inspiral signals, namely, the coincidence and the coherent for the realistic case of geographically separated detectors.We compare the performances of the methods by…

广义相对论与量子宇宙学 · 物理学 2010-01-07 Himan Mukhopadhyay , Hideyuki Tagoshi , Sanjeev Dhurandhar , Nobuyuki Kanda

Einstein Telescope (ET) is a project of third generation gravitational wave (GW) detector with a planned sensitivity 10 times better than current detectors such as Advanced LIGO and Advanced Virgo. The high rate of GW signals expected in…

广义相对论与量子宇宙学 · 物理学 2025-01-13 Adrian Macquet , Tito Dal Canton , Tania Regimbau

Advanced LIGO data contains numerous noise transients, or "glitches", that have been shown to reduce the sensitivity of matched filter searches for gravitational waves from compact binaries by increasing the rate at which random…

广义相对论与量子宇宙学 · 物理学 2020-08-26 Derek Davis , Laurel V. White , Peter R. Saulson

The Advanced LIGO and Advanced Virgo detectors have enabled the confident detection of dozens of mergers of black holes and neutron stars. However, the presence of detector noise transients (glitches) hinders the search for these…

广义相对论与量子宇宙学 · 物理学 2024-02-06 Seraphim Jarov , Sarah Thiele , Siddharth Soni , Julian Ding , Jess McIver , Raymond Ng , Rikako Hatoya , Derek Davis

We discuss the extraction of information from detected binary black hole (BBH) coalescence gravitational waves, focusing on the merger phase that occurs after the gradual inspiral and before the ringdown. Our results are: (1) If numerical…

广义相对论与量子宇宙学 · 物理学 2014-11-17 Eanna E. Flanagan , Scott A. Hughes

While gravitational waves have been detected from mergers of binary black holes and binary neutron stars, signals from core collapse supernovae, the most energetic explosions in the modern Universe, have not been detected yet. Here we…

天体物理仪器与方法 · 物理学 2018-12-14 P. Astone , P. Cerda-Duran , I. Di Palma , M. Drago , F. Muciaccia , C. Palomba , F. Ricci