Built on

Colm Talbot, Rory Smith, Eric Thrane, and Gregory B. Poole, “Parallelized Inference for Gravitational-Wave Astronomy,” Phys. Rev. D 100
Original
1904
Earlier work this paper cites.
Joshua S. Speagle, “dynesty: a dynamic nested sampling package for estimating Bayesian posteriors and evidences,” Mon. Not. Roy. Astron. Soc. 493
Original
1904
Earlier work this paper cites.
Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, Stéfan J. van der Walt, Matthew Brett, Joshua Wilson, K. Jarrod Millman, Nikolay Mayorov, Andrew R. J. Nelson, Eric Jones, Robert Kern, Eric Larson, C. J. Carey, İlhan Polat, Yu Feng, Eric W. Moore, Jake VanderPlas, Denis Laxalde, Josef Perktold, Robert Cimrman, Ian Henriksen, E. A. Quintero, Charles R. Harris, Anne M. Archibald, Antônio H. Ribeiro, Fabian Pedregosa, Paul van Mulbregt, and SciPy 1. 0 Contributors, “SciPy 1.0: fundamental algorithms for scientific computing in Python,” Nature Methods 17
Original
1907
Earlier work this paper cites.
Rory J. E. Smith, Gregory Ashton, Avi Vajpeyi, and Colm Talbot, “Massively parallel Bayesian inference for transient gravitational-wave astronomy,” Mon. Not. Roy. Astron. Soc. 498
Original
1909
Earlier work this paper cites.
Rich Abbott et al. (LIGO Scientific, Virgo), “Open data from the first and second observing runs of Advanced LIGO and Advanced Virgo,” SoftwareX 13
Original
1912
Earlier work this paper cites.
J. Lin, “Divergence measures based on the Shannon entropy,” IEEE Trans. Info. Theor. 37
1991
Earlier work this paper cites.
Stephen R. Green, Christine Simpson, and Jonathan Gair, “Gravitational-wave parameter estimation with autoregressive neural network flows,” Phys. Rev. D 102
Original
2002
Earlier work this paper cites.
Geraint 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.
R. Abbott et al. (LIGO Scientific, Virgo), “GW190412: Observation of a Binary-Black-Hole Coalescence with Asymmetric Masses,” Phys. Rev. D 102
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.
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.
Andrew Gelman Samantha R Cook and Donald B Rubin, “Validation of software for bayesian models using posterior quantiles,” Journal of Computational and Graphical Statistics 15
2006
Earlier work this paper cites.
Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, Robert Kern, Matti Picus, Stephan Hoyer, Marten H. van Kerkwijk, Matthew Brett, Allan Haldane, Jaime Fernández del Río, Mark Wiebe, Pearu Peterson, Pierre Gérard-Marchant, Kevin Sheppard, Tyler Reddy, Warren Weckesser, Hameer Abbasi, Christoph Gohlke, and Travis E. Oliphant, “Array programming with NumPy,” Nature (London) 585
Original
2006
Earlier work this paper cites.
Charlie Hoy and Vivien Raymond, “PESummary: the code agnostic Parameter Estimation Summary page builder,” SoftwareX 15
Original
2006
Earlier work this paper cites.
Soichiro Morisaki and Vivien Raymond, “Rapid Parameter Estimation of Gravitational Waves from Binary Neutron Star Coalescence using Focused Reduced Order Quadrature,” Phys. Rev. D 102
Original
2007
Earlier work this paper cites.
John D. Hunter, “Matplotlib: A 2D Graphics Environment,” Computing in Science and Engineering 9
2007
Earlier work this paper cites.
Daniel Finstad and Duncan A. Brown, “Fast Parameter Estimation of Binary Mergers for Multimessenger Follow-up,” Astrophys. J. Lett. 905
Original
2009
Earlier work this paper cites.
Alessandra Buonanno, Bala Iyer, Evan Ochsner, Yi Pan, and B. S. Sathyaprakash, “Comparison of post-Newtonian templates for compact binary inspiral signals in gravitational-wave detectors,” Phys. Rev. D 80
Original
2009
Earlier work this paper cites.
B. S. Sathyaprakash and Bernard F. Schutz, “Physics, astrophysics and cosmology with gravitational waves,” Living Reviews in Relativity 12
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.
M. Punturo et al. , “The Einstein Telescope: A third-generation gravitational wave observatory,” Class. Quant. Grav. 27
2010
Earlier work this paper cites.
Neil J. Cornish, “Fast Fisher Matrices and Lazy Likelihoods,” (2010), arXiv:1007.4820 [gr-qc]
Original
2010
Earlier work this paper cites.

Similar

Wes McKinney, “Data Structures for Statistical Computing in Python,” in Proceedings of the 9th Python in Science Conference , edited by Stéfan van der Walt and Jarrod Millman (2010) pp. 56 – 61
2010
Cited alongside, same era.
Kentaro Somiya (KAGRA), “Detector configuration of KAGRA: The Japanese cryogenic gravitational-wave detector,” Class. Quant. Grav. 29
Original
2012
Cited alongside, same era.
Yoichi Aso, Yuta Michimura, Kentaro Somiya, Masaki Ando, Osamu Miyakawa, Takanori Sekiguchi, Daisuke Tatsumi, and Hiroaki Yamamoto (KAGRA), “Interferometer design of the KAGRA gravitational wave detector,” Phys. Rev. D 88
Original
2013
Cited alongside, same era.
Luc Blanchet, “Gravitational Radiation from Post-Newtonian Sources and Inspiralling Compact Binaries,” Living Rev. Rel. 17
Original
2014
Cited alongside, same era.

Then

Michael J. Williams, John Veitch, and Chris Messenger, “Nested sampling with normalizing flows for gravitational-wave inference,” Phys. Rev. D 103
Original
2021
Later among the works it cites.
Neil J. Cornish, “Heterodyned likelihood for rapid gravitational wave parameter inference,” Physical Review D 104
2021
Later among the works it cites.
Nathaniel Leslie, Liang Dai, and Geraint Pratten, “Mode-by-mode relative binning: Fast likelihood estimation for gravitational waveforms with spin-orbit precession and multiple harmonics,” Phys. Rev. D 104
Original
2021
Later among the works it cites.
Geert Raaijmakers et al. , “The Challenges Ahead for Multimessenger Analyses of Gravitational Waves and Kilonova: A Case Study on GW190425,” Astrophys. J. 922
Original
2021
Later among the works it cites.
Javier Roulet, Seth Olsen, Jonathan Mushkin, Tousif Islam, Tejaswi Venumadhav, Barak Zackay, and Matias Zaldarriaga, “Removing degeneracy and multimodality in gravitational wave source parameters,” Phys. Rev. D 106

Beyond the bibliography

alphaXiv searches the wider corpus for related work and actual follow-ups.

Open on alphaXiv

alphaXiv is searching for related work…

Reading the bibliography…

2023

Accelerated parameter estimation in Bilby with relative binning

Krishna, Kruthi, Vijaykumar, Aditya, Ganguly, Apratim et al.

Understand

We describe an implementation of the relative binning technique to speed up parameter estimation of gravitational-wave signals.

We first give a pedagogical overview of relative binning, discussing also the expressions for the likelihood marginalized over phase and distance.
Then, we describe the details of the code in \texttt{Bilby}, an open-source software package commonly used for parameter estimation of gravitational-wave sources.
Our code is able to reproduce the parameters of GW170817 in 14 hours on a single-core CPU, performs well on simulated signals, and passes the percentile-percentile (p-p) tests.

Built on

Colm Talbot, Rory Smith, Eric Thrane, and Gregory B. Poole, “Parallelized Inference for Gravitational-Wave Astronomy,” Phys. Rev. D 100
Original
1904
Earlier work this paper cites.
Joshua S. Speagle, “dynesty: a dynamic nested sampling package for estimating Bayesian posteriors and evidences,” Mon. Not. Roy. Astron. Soc. 493
Original
1904
Earlier work this paper cites.
Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, Stéfan J. van der Walt, Matthew Brett, Joshua Wilson, K. Jarrod Millman, Nikolay Mayorov, Andrew R. J. Nelson, Eric Jones, Robert Kern, Eric Larson, C. J. Carey, İlhan Polat, Yu Feng, Eric W. Moore, Jake VanderPlas, Denis Laxalde, Josef Perktold, Robert Cimrman, Ian Henriksen, E. A. Quintero, Charles R. Harris, Anne M. Archibald, Antônio H. Ribeiro, Fabian Pedregosa, Paul van Mulbregt, and SciPy 1. 0 Contributors, “SciPy 1.0: fundamental algorithms for scientific computing in Python,” Nature Methods 17
Original
1907
Earlier work this paper cites.
Rory J. E. Smith, Gregory Ashton, Avi Vajpeyi, and Colm Talbot, “Massively parallel Bayesian inference for transient gravitational-wave astronomy,” Mon. Not. Roy. Astron. Soc. 498
Original
1909
Earlier work this paper cites.
Rich Abbott et al. (LIGO Scientific, Virgo), “Open data from the first and second observing runs of Advanced LIGO and Advanced Virgo,” SoftwareX 13
Original
1912
Earlier work this paper cites.
J. Lin, “Divergence measures based on the Shannon entropy,” IEEE Trans. Info. Theor. 37
1991
Earlier work this paper cites.
Stephen R. Green, Christine Simpson, and Jonathan Gair, “Gravitational-wave parameter estimation with autoregressive neural network flows,” Phys. Rev. D 102
Original
2002
Earlier work this paper cites.
Geraint 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.
R. Abbott et al. (LIGO Scientific, Virgo), “GW190412: Observation of a Binary-Black-Hole Coalescence with Asymmetric Masses,” Phys. Rev. D 102
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.
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.
Andrew Gelman Samantha R Cook and Donald B Rubin, “Validation of software for bayesian models using posterior quantiles,” Journal of Computational and Graphical Statistics 15
2006
Earlier work this paper cites.
Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, Robert Kern, Matti Picus, Stephan Hoyer, Marten H. van Kerkwijk, Matthew Brett, Allan Haldane, Jaime Fernández del Río, Mark Wiebe, Pearu Peterson, Pierre Gérard-Marchant, Kevin Sheppard, Tyler Reddy, Warren Weckesser, Hameer Abbasi, Christoph Gohlke, and Travis E. Oliphant, “Array programming with NumPy,” Nature (London) 585
Original
2006
Earlier work this paper cites.
Charlie Hoy and Vivien Raymond, “PESummary: the code agnostic Parameter Estimation Summary page builder,” SoftwareX 15
Original
2006
Earlier work this paper cites.
Soichiro Morisaki and Vivien Raymond, “Rapid Parameter Estimation of Gravitational Waves from Binary Neutron Star Coalescence using Focused Reduced Order Quadrature,” Phys. Rev. D 102
Original
2007
Earlier work this paper cites.
John D. Hunter, “Matplotlib: A 2D Graphics Environment,” Computing in Science and Engineering 9
2007
Earlier work this paper cites.
Daniel Finstad and Duncan A. Brown, “Fast Parameter Estimation of Binary Mergers for Multimessenger Follow-up,” Astrophys. J. Lett. 905
Original
2009
Earlier work this paper cites.
Alessandra Buonanno, Bala Iyer, Evan Ochsner, Yi Pan, and B. S. Sathyaprakash, “Comparison of post-Newtonian templates for compact binary inspiral signals in gravitational-wave detectors,” Phys. Rev. D 80
Original
2009
Earlier work this paper cites.
B. S. Sathyaprakash and Bernard F. Schutz, “Physics, astrophysics and cosmology with gravitational waves,” Living Reviews in Relativity 12
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.
M. Punturo et al. , “The Einstein Telescope: A third-generation gravitational wave observatory,” Class. Quant. Grav. 27
2010
Earlier work this paper cites.
Neil J. Cornish, “Fast Fisher Matrices and Lazy Likelihoods,” (2010), arXiv:1007.4820 [gr-qc]
Original
2010
Earlier work this paper cites.

Similar

Wes McKinney, “Data Structures for Statistical Computing in Python,” in Proceedings of the 9th Python in Science Conference , edited by Stéfan van der Walt and Jarrod Millman (2010) pp. 56 – 61
2010
Cited alongside, same era.
Kentaro Somiya (KAGRA), “Detector configuration of KAGRA: The Japanese cryogenic gravitational-wave detector,” Class. Quant. Grav. 29
Original
2012
Cited alongside, same era.
Yoichi Aso, Yuta Michimura, Kentaro Somiya, Masaki Ando, Osamu Miyakawa, Takanori Sekiguchi, Daisuke Tatsumi, and Hiroaki Yamamoto (KAGRA), “Interferometer design of the KAGRA gravitational wave detector,” Phys. Rev. D 88
Original
2013
Cited alongside, same era.
Luc Blanchet, “Gravitational Radiation from Post-Newtonian Sources and Inspiralling Compact Binaries,” Living Rev. Rel. 17
Original
2014
Cited alongside, same era.

Then

Michael J. Williams, John Veitch, and Chris Messenger, “Nested sampling with normalizing flows for gravitational-wave inference,” Phys. Rev. D 103
Original
2021
Later among the works it cites.
Neil J. Cornish, “Heterodyned likelihood for rapid gravitational wave parameter inference,” Physical Review D 104
2021
Later among the works it cites.
Nathaniel Leslie, Liang Dai, and Geraint Pratten, “Mode-by-mode relative binning: Fast likelihood estimation for gravitational waveforms with spin-orbit precession and multiple harmonics,” Phys. Rev. D 104
Original
2021
Later among the works it cites.
Geert Raaijmakers et al. , “The Challenges Ahead for Multimessenger Analyses of Gravitational Waves and Kilonova: A Case Study on GW190425,” Astrophys. J. 922
Original
2021
Later among the works it cites.
Javier Roulet, Seth Olsen, Jonathan Mushkin, Tousif Islam, Tejaswi Venumadhav, Barak Zackay, and Matias Zaldarriaga, “Removing degeneracy and multimodality in gravitational wave source parameters,” Phys. Rev. D 106

Beyond the bibliography

alphaXiv searches the wider corpus for related work and actual follow-ups.

Open on alphaXiv

alphaXiv is searching for related work…

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. D 90

Original

2014

Cited alongside, same era.

J. Aasi et al. (LIGO Scientific), “Advanced LIGO,” Class. Quant. Grav. 32

Original

2015

Cited alongside, same era.

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

Original

2015

Cited alongside, same era.

John Miller, Lisa Barsotti, Salvatore Vitale, Peter Fritschel, Matthew Evans, and Daniel Sigg, “Prospects for doubling the range of Advanced LIGO,” Phys. Rev. D 91

Original

2015

Cited alongside, same era.

Priscilla Canizares, Scott E. Field, Jonathan Gair, Vivien Raymond, Rory Smith, and Manuel Tiglio, “Accelerated gravitational-wave parameter estimation with reduced order modeling,” Phys. Rev. Lett. 114

Original

2015

Cited alongside, same era.

C. Pankow, P. Brady, E. Ochsner, and R. O’Shaughnessy, “Novel scheme for rapid parallel parameter estimation of gravitational waves from compact binary coalescences,” Phys. Rev. D 92

Original

2015

Cited alongside, same era.

J. Veitch et al. , “Parameter estimation for compact binaries with ground-based gravitational-wave observations using the LALInference software library,” Physical Review D - Particles, Fields, Gravitation and Cosmology 91

2015

Cited alongside, same era.

Rory Smith, Scott E. Field, Kent Blackburn, Carl-Johan Haster, Michael Pürrer, Vivien Raymond, and Patricia Schmidt, “Fast and accurate inference on gravitational waves from precessing compact binaries,” Phys. Rev. D 94

Original

2016

Cited alongside, same era.

Original

2022