Gravitational wave populations and cosmology with neural posterior estimation

B. P. Abbott et al. (LIGO Scientific, Virgo), Tests of General Relativity with the Binary Black Hole Signals from the LIGO-Virgo Catalog GWTC-1, Phys. Rev. D 100

Original

1903

Earlier work this paper cites.

A. G. Riess, S. Casertano, W. Yuan, L. M. Macri, and D. Scolnic, Large Magellanic Cloud Cepheid Standards Provide a 1% Foundation for the Determination of the Hubble Constant and Stronger Evidence for Physics beyond Λ \Lambda CDM, Astrophys. J. 876

Original

1903

Earlier work this paper cites.

M. Isi, K. Chatziioannou, and W. M. Farr, Hierarchical test of general relativity with gravitational waves, Phys. Rev. Lett. 123

Original

1904

Earlier work this paper cites.

E. Belgacem, Y. Dirian, S. Foffa, E. J. Howell, M. Maggiore, and T. Regimbau, Cosmology and dark energy from joint gravitational wave-GRB observations, JCAP 08

Original

1907

Earlier work this paper cites.

R. Gray et al. , Cosmological inference using gravitational wave standard sirens: A mock data analysis, Phys. Rev. D 101

Original

1908

Earlier work this paper cites.

W. M. Farr, M. Fishbach, J. Ye, and D. Holz, A Future Percent-Level Measurement of the Hubble Expansion at Redshift 0.8 With Advanced LIGO, Astrophys. J. Lett. 883

Original

1908

Earlier work this paper cites.

I. Kobyzev, S. J. D. Prince, and M. A. Brubaker, Normalizing Flows: An Introduction and Review of Current Methods, (2019), arXiv:1908.09257 [stat.ML]

Original

1908

Earlier work this paper cites.

S. Kullback and R. A. Leibler, On Information and Sufficiency, The Annals of Mathematical Statistics 22

1951

Earlier work this paper cites.

B. F. Schutz, Determining the Hubble Constant from Gravitational Wave Observations, Nature 323

1986

Earlier work this paper cites.

I. M. Romero-Shaw, N. Farrow, S. Stevenson, E. Thrane, and X.-J. Zhu, On the origin of GW190425, Mon. Not. Roy. Astron. Soc. 496

Original

2001

Earlier work this paper cites.

D. Wysocki, R. O’Shaughnessy, L. Wade, and J. Lange, Inferring the neutron star equation of state simultaneously with the population of merging neutron stars, (2020), arXiv:2001.01747 [gr-qc]

Original

2001

Earlier work this paper cites.

K. W. K. Wong, G. Contardo, and S. Ho, Gravitational wave population inference with deep flow-based generative network, Phys. Rev. D 101

Original

2002

Earlier work this paper cites.

S. R. Green, C. Simpson, and J. Gair, Gravitational-wave parameter estimation with autoregressive neural network flows, Phys. Rev. D 102

Original

2002

Earlier work this paper cites.

J. Yu, Y. Wang, W. Zhao, and Y. Lu, Hunting for the host galaxy groups of binary black holes and the application in constraining Hubble constant, Mon. Not. Roy. Astron. Soc. 498

Original

2003

Earlier work this paper cites.

G. Kanwar, M. S. Albergo, D. Boyda, K. Cranmer, D. C. Hackett, S. Racanière, D. J. Rezende, and P. E. Shanahan, Equivariant flow-based sampling for lattice gauge theory, Phys. Rev. Lett. 125

Original

2003

Earlier work this paper cites.

Z.-Q. You, X.-J. Zhu, G. Ashton, E. Thrane, and Z.-H. Zhu, Standard-siren cosmology using gravitational waves from binary black holes, Astrophys. J. 908

Original

2004

Earlier work this paper cites.

G. Pratten et al. , Computationally efficient models for the dominant and subdominant harmonic modes of precessing binary black holes, Phys. Rev. D 103

Original

2004

Earlier work this paper cites.

T. Akutsu et al. (KAGRA), Overview of KAGRA: Detector design and construction history, PTEP 2021

Original

2005

Earlier work this paper cites.

J. M. Ezquiaga and D. E. Holz, Jumping the Gap: Searching for LIGO’s Biggest Black Holes, Astrophys. J. Lett. 909

Original

2006

Earlier work this paper cites.

I. M. Romero-Shaw et al. , Bayesian inference for compact binary coalescences with bilby: validation and application to the first LIGO–Virgo gravitational-wave transient catalogue, Mon. Not. Roy. Astron. Soc. 499

Original

2006

Earlier work this paper cites.

S. Borhanian, A. Dhani, A. Gupta, K. G. Arun, and B. S. Sathyaprakash, Dark Sirens to Resolve the Hubble–Lemaître Tension, Astrophys. J. Lett. 905

Original

2007

Earlier work this paper cites.

S. Vitale, D. Gerosa, W. M. Farr, and S. R. Taylor, Inferring the properties of a population of compact binaries in presence of selection effects 10.1007/978-981-15-4702-7_45-1 (2020), arXiv:2007.05579 [astro-ph.IM]

Original

2007

Earlier work this paper cites.

A. Buikema et al. (aLIGO), Sensitivity and performance of the Advanced LIGO detectors in the third observing run, Phys. Rev. D 102

Original

2008

Earlier work this paper cites.

S. R. Green and J. Gair, Complete parameter inference for GW150914 using deep learning, Mach. Learn. Sci. Tech. 2

Original

2008

Earlier work this paper cites.

I. M. Romero-Shaw, P. D. Lasky, E. Thrane, and J. C. Bustillo, GW190521: orbital eccentricity and signatures of dynamical formation in a binary black hole merger signal, Astrophys. J. Lett. 903

Original

2009

Earlier work this paper cites.

R. Abbott et al. (LIGO Scientific, Virgo), Population Properties of Compact Objects from the Second LIGO-Virgo Gravitational-Wave Transient Catalog, Astrophys. J. Lett. 913

Original

2010

Earlier work this paper cites.

R. Abbott et al. (LIGO Scientific, Virgo), Tests of general relativity with binary black holes from the second LIGO-Virgo gravitational-wave transient catalog, Phys. Rev. D 103

Original

2010

Earlier work this paper cites.

E. G. Tabak and E. Vanden-Eijnden, Density estimation by dual ascent of the log-likelihood, Communications in Mathematical Sciences 8

2010

Earlier work this paper cites.

V. Tiwari and S. Fairhurst, The Emergence of Structure in the Binary Black Hole Mass Distribution, Astrophys. J. Lett. 913

Original

2011

Earlier work this paper cites.

W. Del Pozzo, Inference of the cosmological parameters from gravitational waves: application to second generation interferometers, Phys. Rev. D 86

Original

2012

Earlier work this paper cites.

S. R. Taylor, J. R. Gair, and I. Mandel, Hubble without the Hubble: Cosmology using advanced gravitational-wave detectors alone, Phys. Rev. D 85

Original

2012

Earlier work this paper cites.

S. R. Taylor and J. R. Gair, Cosmology with the lights off: standard sirens in the Einstein Telescope era, Phys. Rev. D 86

Original

2012

Earlier work this paper cites.

C. Talbot and E. Thrane, Flexible and Accurate Evaluation of Gravitational-wave Malmquist Bias with Machine Learning, Astrophys. J. 927

Original

2012

Earlier work this paper cites.

Y. Aso, Y. Michimura, K. Somiya, M. Ando, O. Miyakawa, T. Sekiguchi, D. Tatsumi, and H. Yamamoto (KAGRA), Interferometer design of the KAGRA gravitational wave detector, Phys. Rev. D 88

Original

2013

Cited alongside, same era.

E. G. Tabak and C. V. Turner, A family of nonparametric density estimation algorithms, Communications on Pure and Applied Mathematics 66

2013

Cited alongside, same era.

L. Dinh, D. Krueger, and Y. Bengio, NICE: Non-linear Independent Components Estimation, arXiv e-prints , arXiv:1410.8516 (2014) , arXiv:1410.8516 [cs.LG]

Original

2014

Cited alongside, same era.

J. Aasi et al. , Advanced LIGO, Classical and Quantum Gravity 32

2015

Cited alongside, same era.

F. Acernese et al. (VIRGO), Advanced Virgo: a second-generation interferometric gravitational wave detector, Class. Quant. Grav. 32

Original

M. Mancarella, E. Genoud-Prachex, and M. Maggiore, Cosmology and modified gravitational wave propagation from binary black hole population models, PhRvD 105

Original

2022

Later among the works it cites.

M. Isi, W. M. Farr, and K. Chatziioannou, Comparing Bayes factors and hierarchical inference for testing general relativity with gravitational waves, Phys. Rev. D 106

Original

2022

Later among the works it cites.

R. Gray, C. Messenger, and J. Veitch, A pixelated approach to galaxy catalogue incompleteness: improving the dark siren measurement of the Hubble constant, Mon. Not. Roy. Astron. Soc. 512

Original

2022

Later among the works it cites.

J. M. Ezquiaga and D. E. Holz, Spectral Sirens: Cosmology from the Full Mass Distribution of Compact Binaries, Phys. Rev. Lett. 129

Original

2022

Later among the works it cites.