Astronomical big data processing using machine learning: A comprehensive review

S Sen, S Agarwal, P Chakraborty, KP Singh - Experimental Astronomy, 2022 - Springer
Astronomy, being one of the oldest observational sciences, has collected a lot of data over
the ages. In recent times, it is experiencing a huge data surge due to advancements in …

Tests of general relativity with binary black holes from the second LIGO-Virgo gravitational-wave transient catalog

R Abbott, TD Abbott, S Abraham, F Acernese, K Ackley… - Physical review D, 2021 - APS
Gravitational waves enable tests of general relativity in the highly dynamical and strong-field
regime. Using events detected by LIGO-Virgo up to 1 October 2019, we evaluate the …

Tests of general relativity with GWTC-3

R Abbott, H Abe, F Acernese, K Ackley… - arXiv preprint arXiv …, 2021 - arxiv.org
The ever-increasing number of detections of gravitational waves (GWs) from compact
binaries by the Advanced LIGO and Advanced Virgo detectors allows us to perform ever …

GW190412: Observation of a binary-black-hole coalescence with asymmetric masses

R Abbott, TD Abbott, S Abraham, F Acernese, K Ackley… - Physical Review D, 2020 - APS
We report the observation of gravitational waves from a binary-black-hole coalescence
during the first two weeks of LIGO's and Virgo's third observing run. The signal was recorded …

Tests of general relativity with the binary black hole signals from the LIGO-Virgo catalog GWTC-1

BP Abbott, R Abbott, TD Abbott, S Abraham… - Physical Review D, 2019 - APS
The detection of gravitational waves by Advanced LIGO and Advanced Virgo provides an
opportunity to test general relativity in a regime that is inaccessible to traditional …

Computationally efficient models for the dominant and subdominant harmonic modes of precessing binary black holes

G Pratten, C García-Quirós, M Colleoni… - Physical Review D, 2021 - APS
We present imrphenomxphm, a phenomenological frequency-domain model for the
gravitational-wave signal emitted by quasicircular precessing binary black holes, which …

Real-time gravitational wave science with neural posterior estimation

M Dax, SR Green, J Gair, JH Macke, A Buonanno… - Physical review …, 2021 - APS
We demonstrate unprecedented accuracy for rapid gravitational wave parameter estimation
with deep learning. Using neural networks as surrogates for Bayesian posterior distributions …

Multipolar effective-one-body waveforms for precessing binary black holes: Construction and validation

S Ossokine, A Buonanno, S Marsat, R Cotesta… - Physical Review D, 2020 - APS
As gravitational-wave detectors become more sensitive and broaden their frequency
bandwidth, we will access a greater variety of signals emitted by compact binary systems …

Next generation of accurate and efficient multipolar precessing-spin effective-one-body waveforms for binary black holes

A Ramos-Buades, A Buonanno, H Estellés, M Khalil… - Physical Review D, 2023 - APS
Spin precession is one of the key physical effects that coul unveil the origin of the compact
binaries detected by ground-and space-based gravitational-wave (GW) detectors, and shed …

Snowmass white paper: gravitational waves and scattering amplitudes

A Buonanno, M Khalil, D O'Connell, R Roiban… - arXiv preprint arXiv …, 2022 - arxiv.org
We review recent progress and future prospects for harnessing powerful tools from
theoretical high-energy physics, such as scattering amplitudes and effective field theory, to …