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Gravitational-wave data mining

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Astrophysics with the Laser Interferometer Space Antenna (opens in new window)

Author(s): Pau Amaro-Seoane, Jeff Andrews, Manuel Arca Sedda, Abbas Askar, Quentin Baghi, Razvan Balasov, Imre Bartos, Simone S. Bavera, Jillian Bellovary, Christopher P. L. Berry, Emanuele Berti, Stefano Bianchi, Laura Blecha, Stéphane Blondin, Tamara Bogdanović, Samuel Boissier, Matteo Bonetti, Silvia Bonoli, Elisa Bortolas, Katelyn Breivik, Pedro R. Capelo, Laurentiu Caramete, Federico Cattorini, Maria
Published in: Living Reviews in Relativity, Issue 26, 2024, ISSN 1433-8351
Publisher: Albert Einstein Institut
DOI: 10.1007/s41114-022-00041-y

Residual eccentricity as a systematic uncertainty on the formation channels of binary black holes (opens in new window)

Author(s): Giulia Fumagalli, Isobel Romero-Shaw, Davide Gerosa, Viola De Renzis, Konstantinos Kritos, Aleksandra Olejak
Published in: Physical Review D, Issue 110, 2024, ISSN 2470-0010
Publisher: American Physical Society
DOI: 10.1103/physrevd.110.063012

Relevance of precession for tests of the black hole no hair theorems (opens in new window)

Author(s): Nicholas Loutrel, Richard Brito, Andrea Maselli, Paolo Pani
Published in: Physical Review D, Issue 110, 2024, ISSN 2470-0010
Publisher: American Physical Society
DOI: 10.1103/physrevd.110.044003

Simulation-based inference of black hole ringdowns in the time domain (opens in new window)

Author(s): Costantino Pacilio, Swetha Bhagwat, Roberto Cotesta
Published in: Physical Review D, Issue 110, 2024, ISSN 2470-0010
Publisher: American Physical Society
DOI: 10.1103/physrevd.110.083010

New horizons for fundamental physics with LISA (opens in new window)

Author(s): K. G. Arun, Enis Belgacem, Robert Benkel, Laura Bernard, Emanuele Berti, Gianfranco Bertone, Marc Besancon, Diego Blas, Christian G. Böhmer, Richard Brito, Gianluca Calcagni, Alejandro Cardenas-Avendaño, Katy Clough, Marco Crisostomi, Valerio De Luca, Daniela Doneva, Stephanie Escoffier, José María Ezquiaga, Pedro G. Ferreira, Pierre Fleury, Stefano Foffa, Gabriele Franciolini, Noemi Frusciant
Published in: Living Reviews in Relativity, Issue 25, 2022, ISSN 1433-8351
Publisher: Albert Einstein Institut
DOI: 10.1007/s41114-022-00036-9

Classifying binary black holes from Population III stars with the Einstein Telescope: A machine-learning approach (opens in new window)

Author(s): Filippo Santoliquido, Ulyana Dupletsa, Jacopo Tissino, Marica Branchesi, Francesco Iacovelli, Giuliano Iorio, Michela Mapelli, Davide Gerosa, Jan Harms, Mario Pasquato
Published in: Astronomy & Astrophysics, 2024, ISSN 0004-6361
Publisher: Springer Verlag
DOI: 10.1051/0004-6361/202450381

Quick recipes for gravitational-wave selection effects (opens in new window)

Author(s): Davide Gerosa, Malvina Bellotti
Published in: Classical and Quantum Gravity, Issue 41, 2024, Page(s) 125002, ISSN 0264-9381
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6382/ad4509

A taxonomy of black-hole binary spin precession and nutation (opens in new window)

Author(s): Daria Gangardt; Nathan Steinle; Michael Kesden; Davide Gerosa; Evangelos Stoikos
Published in: Physical Review D, 2021, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.103.124026

Inferring, not just detecting: metrics for high-redshift sources observed with third-generation gravitational-wave detectors (opens in new window)

Author(s): Michele Mancarella, Francesco Iacovelli, Davide Gerosa
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Phyisical Society
DOI: 10.1103/physrevd.107.l101302

"Black-hole mergers in disklike environments could explain the observed <mml:math xmlns:mml=""http://www.w3.org/1998/Math/MathML"" display=""inline""><mml:mi>q</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mi>χ</mml:mi><mml:mi>eff</mml:mi></mml:msub></mml:math> correlation" (opens in new window)

Author(s): Alessandro Santini; Davide Gerosa; Roberto Cotesta; Emanuele Berti
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.108.083033

One to many: comparing single gravitational-wave events to astrophysical populations (opens in new window)

Author(s): Matthew Mould; Davide Gerosa; Marco Dall’Amico; Michela Mapelli
Published in: Monthly Notices of the Royal Astronomical Society, 2023, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stad2502

Science with the Einstein Telescope: a comparison of different designs (opens in new window)

Author(s): Marica Branchesi, Michele Maggiore, David Alonso, Charles Badger, Biswajit Banerjee, Freija Beirnaert, Enis Belgacem, Swetha Bhagwat, Guillaume Boileau, Ssohrab Borhanian, Daniel David Brown, Man Leong Chan, Giulia Cusin, Stefan L. Danilishin, Jerome Degallaix, Valerio De Luca, Arnab Dhani, Tim Dietrich, Ulyana Dupletsa, Stefano Foffa, Gabriele Franciolini, Andreas Freise, Gianluca Gemme, Boris Go
Published in: Journal of Cosmology and Astroparticle Physics, 2023, ISSN 1475-7516
Publisher: Institute of Physics
DOI: 10.1088/1475-7516/2023/07/068

LISA science performance in observations of short-lived signals from massive black hole binary coalescences (opens in new window)

Author(s): Geraint Pratten; Antoine Klein; Christopher J. Moore; Hannah Middleton; Nathan Steinle; Patricia Schmidt; Alberto Vecchio
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.107.123026

Eccentric catastrophes &amp; what to do with them (opens in new window)

Author(s): Nicholas Loutrel
Published in: Classical and Quantum Gravity, 2023, ISSN 0264-9381
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6382/acf9d9

Searching for primordial black holes with the Einstein Telescope: Impact of design and systematics (opens in new window)

Author(s): Franciolini, Gabriele; Iacovelli, Francesco; Mancarella, Michele; Maggiore, Michele; Pani, Paolo; Riotto, Antonio
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.108.043506

Analytical model of precessing binaries using post-Newtonian theory in the extreme mass-ratio limit: General formalism (opens in new window)

Author(s): Nicholas Loutrel, Sajal Mukherjee, Andrea Maselli, Paolo Pani
Published in: Physical Review D, Issue 110, 2024, ISSN 2470-0010
Publisher: American Physical Society
DOI: 10.1103/physrevd.110.024006

Signatures of spin precession and nutation in isolated black-hole binaries (opens in new window)

Author(s): Nathan Steinle; Michael Kesden
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.48550/arxiv.2206.00391

Astrophysical and relativistic modeling of the recoiling black-hole candidate in quasar 3C 186 (opens in new window)

Author(s): Matteo Boschini, Davide Gerosa, Om Sharan Salafia, Massimo Dotti
Published in: Astronomy & Astrophysics, 2024, ISSN 0004-6361
Publisher: Springer Verlag
DOI: 10.1051/0004-6361/202449596

Spin-eccentricity interplay in merging binary black holes (opens in new window)

Author(s): Giulia Fumagalli; Davide Gerosa
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Phyisical Society
DOI: 10.1103/physrevd.108.124055

Looking for the parents of LIGO’s black holes (opens in new window)

Author(s): Vishal Baibhav; Emanuele Berti; Davide Gerosa; Matthew Mould; Kaze W. K. Wong
Published in: Physical Review D, 2021, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.48550/arxiv.2105.12140

Precision Ephemerides for Gravitational-wave Searches – IV. Corrected and refined ephemeris for Scorpius X-1 (opens in new window)

Author(s): T L Killestein; M Mould; D Steeghs; J Casares; D K Galloway; J T Whelan
Published in: Monthly Notices of the Royal Astronomical Society, 2023, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stad366

Modeling the outcome of supernova explosions in binary population synthesis using the stellar compactness (opens in new window)

Author(s): Maciej Dabrowny; Nicola Giacobbo; Davide Gerosa
Published in: Rendiconti Lincei. Scienze Fisiche e Naturali, 2021, ISSN 2037-4631
Publisher: Springer
DOI: 10.1007/s12210-021-01019-8

Multi-messenger prospects for black hole - neutron star mergers in the O4 and O5 runs (opens in new window)

Author(s): Alberto Colombo; Raphaël Duqué; Om Sharan Salafia; Floor S. Broekgaarden; Francesco Iacovelli; Michele Mancarella; Igor Andreoni; Francesco Gabrielli; Fabio Ragosta; Giancarlo Ghirlanda; Tassos Fragos; Andrew J. Levan; Silvia Piranomonte; Andrea Melandri; Bruno Giacomazzo; Monica Colpi
Published in: Astronomy & Astrophysics, 2024, ISSN 0004-6361
Publisher: Springer Verlag
DOI: 10.1051/0004-6361/202348384

Eccentricity or spin precession? Distinguishing subdominant effects in gravitational-wave data (opens in new window)

Author(s): Isobel M Romero-Shaw; Davide Gerosa; Nicholas Loutrel
Published in: Monthly Notices of the Royal Astronomical Society, 2023, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stad031

<tt>pAGN</tt>: the one-stop solution for AGN disc modelling (opens in new window)

Author(s): Daria Gangardt, Alessandro Alberto Trani, Clément Bonnerot, Davide Gerosa
Published in: Monthly Notices of the Royal Astronomical Society, Issue 530, 2024, Page(s) 3689-3705, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stae1117

Landscape of stellar-mass black-hole spectroscopy with third-generation gravitational-wave detectors (opens in new window)

Author(s): Bhagwat, Swetha; Pacilio, Costantino; Pani, Paolo; Mapelli, Michela
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.108.043019

Identifying modified theories of gravity using binary black-hole ringdowns (opens in new window)

Author(s): Costantino Pacilio, Swetha Bhagwat
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.107.083021

Nuclear physics constraints from binary neutron star mergers in the Einstein Telescope era (opens in new window)

Author(s): Francesco Iacovelli; Michele Mancarella; Chiranjib Mondal; Anna Puecher; Tim Dietrich; Francesca Gulminelli; Michele Maggiore; Micaela Oertel
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.108.122006

Cosmology and Astrophysics with Standard Sirens and Galaxy Catalogs in View of Future Gravitational Wave Observations (opens in new window)

Author(s): Nicola Borghi, Michele Mancarella, Michele Moresco, Matteo Tagliazucchi, Francesco Iacovelli, Andrea Cimatti, Michele Maggiore
Published in: The Astrophysical Journal, 2024, ISSN 0004-637X
Publisher: University of Chicago Press
DOI: 10.3847/1538-4357/ad20eb

Mechanisms for high spin in black-hole neutron-star binaries and kilonova emission: inheritance and accretion (opens in new window)

Author(s): Nathan Steinle; Matt Nicholl; Benjamin Gompertz
Published in: Monthly Notices of the Royal Astronomical Society, 2023, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stac3626

Catalog variance of testing general relativity with gravitational-wave data (opens in new window)

Author(s): Costantino Pacilio, Davide Gerosa, Swetha Bhagwat
Published in: Physical Review D, Issue 109, 2024, ISSN 2470-0010
Publisher: American Physical Society
DOI: 10.1103/physrevd.109.l081302

Constraining black-hole binary spin precession and nutation with sequential prior conditioning (opens in new window)

Author(s): Daria Gangardt; Davide Gerosa; Michael Kesden; Viola De Renzis; Nathan Steinle
Published in: Physical Review D, 2022, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.48550/arxiv.2204.00026

Parameter estimation of binary black holes in the endpoint of the up-down instability (opens in new window)

Author(s): Viola De Renzis; Davide Gerosa; Matthew Mould; Riccardo Buscicchio; Lorenzo Zanga
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.108.024024

Adding Gamma-ray Polarimetry to the Multi-Messenger Era (opens in new window)

Author(s): Merlin Kole, Francesco Iacovelli, Michele Mancarella, Nicolas Produit
Published in: Astronomy & Astrophysics, 2023, ISSN 0004-6361
Publisher: Springer Verlag
DOI: 10.1051/0004-6361/202245205

Characterization of merging black holes with two precessing spins (opens in new window)

Author(s): Viola De Renzis; Davide Gerosa; Geraint Pratten; Patricia Schmidt; Matthew Mould
Published in: Physical Review D, 2022, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.106.084040

Bayesian parameter estimation of stellar-mass black-hole binaries with LISA (opens in new window)

Author(s): Riccardo Buscicchio; Antoine Klein; Elinore Roebber; Christopher J. Moore; Davide Gerosa; Eliot Finch; Alberto Vecchio
Published in: Physical Review D, 2021, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.104.044065

Testing general relativity with gravitational-wave catalogs: The insidious nature of waveform systematics (opens in new window)

Author(s): Christopher J. Moore; Eliot Finch; Riccardo Buscicchio; Davide Gerosa
Published in: iScience, 2021, ISSN 2589-0042
Publisher: Cell Press
DOI: 10.1016/j.isci.2021.102577

Hierarchical mergers of stellar-mass black holes and their gravitational-wave signatures (opens in new window)

Author(s): Davide Gerosa; Maya Fishbach
Published in: Nature Astronomy, 2021, ISSN 2397-3366
Publisher: Nature Portfolio
DOI: 10.1038/s41550-021-01398-w

Population-informed priors in gravitational-wave astronomy (opens in new window)

Author(s): Christopher J. Moore; Davide Gerosa
Published in: Physical Review D, 2021, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.48550/arxiv.2108.02462

A generalized precession parameter $\chi_\mathrm{p}$ to interpret gravitational-wave data (opens in new window)

Author(s): Gerosa, Davide; Mould, Matthew; Gangardt, Daria; Schmidt, Patricia; Pratten, Geraint; Thomas, Lucy M.
Published in: Physical Review D, 2021, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.103.064067

The irreducible mass and the horizon area of LIGO’s black holes (opens in new window)

Author(s): Davide Gerosa; Cecilia Maria Fabbri; Ulrich Sperhake
Published in: Classical and Quantum Gravity, 2022, ISSN 0264-9381
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6382/ac8332

Extending black-hole remnant surrogate models to extreme mass ratios (opens in new window)

Author(s): Matteo Boschini; Davide Gerosa; Vijay Varma; Cristóbal Armaza; Michael Boyle; Marceline S. Bonilla; Andrea Ceja; Yitian Chen; Nils Deppe; Matthew Giesler; Lawrence E. Kidder; Prayush Kumar; Guillermo Lara; Oliver Long; Sizheng Ma; Keefe Mitman; Peter James Nee; Harald P. Pfeiffer; Antoni Ramos-Buades; Mark A. Scheel; Nils L. Vu; Jooheon Yoo
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.108.084015

Up-down instability of binary black holes in numerical relativity (opens in new window)

Author(s): Vijay Varma; Vijay Varma; Matthew Mould; Davide Gerosa; Mark A. Scheel; Lawrence E. Kidder; Harald P. Pfeiffer
Published in: Physical Review D, 2021, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.103.064003

Astrometric mass measurement of compact companions in binary systems with <i>Gaia</i> (opens in new window)

Author(s): Wang, Yilun; Liao, Shilong; Giacobbo, Nicola; Olejak, Aleksandra; Gao, Jian; Liu, Jifeng
Published in: Astronomy & Astrophysics, 2022, ISSN 0004-6361
Publisher: Springer Verlag
DOI: 10.1051/0004-6361/202243684

Gravitational-wave selection effects using neural-network classifiers (opens in new window)

Author(s): Davide Gerosa; Geraint Pratten; Alberto Vecchio
Published in: Physical Review D, 2020, ISSN 2470-0029
Publisher: American Phyisical Society
DOI: 10.48550/arxiv.2007.06585

Glitch systematics on the observation of massive black-hole binaries with LISA (opens in new window)

Author(s): Alice Spadaro; Riccardo Buscicchio; Daniele Vetrugno; Antoine Klein; Davide Gerosa; Stefano Vitale; Rita Dolesi; William Joseph Weber; Monica Colpi
Published in: Physical Revied D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.108.123029

Gravitational Redshift Constraints on the Effective Theory of Interacting Dark Energy (opens in new window)

Author(s): Sveva Castello, Michele Mancarella, Nastassia Grimm, Daniel Sobral-Blanco, Isaac Tutusaus, Camille Bonvin
Published in: Journal of Cosmology and Astroparticle Physics, 2024, ISSN 1475-7516
Publisher: Institute of Physics
DOI: 10.1088/1475-7516/2024/05/003

Calibrating signal-to-noise ratio detection thresholds using gravitational-wave catalogs (opens in new window)

Author(s): Mould, Matthew; Moore, Christopher J.; Gerosa, Davide
Published in: Physical Review D, 2024, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.109.063013

Eccentric binary black hole surrogate models for the gravitational waveform and remnant properties: Comparable mass, nonspinning case (opens in new window)

Author(s): Tousif Islam; Vijay Varma; Vijay Varma; Jackie Lodman; Scott E. Field; Gaurav Khanna; Gaurav Khanna; Mark A. Scheel; Harald P. Pfeiffer; Davide Gerosa; Lawrence E. Kidder
Published in: Physical Review D, 2021, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.48550/arxiv.2101.11798

Black-hole mergers in disklike environments could explain the observed q − χ eff correlation

Author(s): Santini, Alessandro; Gerosa, Davide; Cotesta, Roberto; Berti, Emanuele
Published in: Physical Review D, Issue 2, 2023, ISSN 2470-0029
Publisher: American Physical Society

Which black hole formed first? Mass-ratio reversal in massive binary stars from gravitational-wave data (opens in new window)

Author(s): Matthew Mould, Davide Gerosa, Floor S Broekgaarden, Nathan Steinle
Published in: Monthly Notices of the Royal Astronomical Society, 2022, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stac2859

High Mass but Low Spin: An Exclusion Region to Rule Out Hierarchical Black Hole Mergers as a Mechanism to Populate the Pair-instability Mass Gap (opens in new window)

Author(s): Davide Gerosa; Nicola Giacobbo; Alberto Vecchio
Published in: The Astrophysical Journal, 2021, ISSN 0004-637X
Publisher: University of Chicago Press
DOI: 10.48550/arxiv.2104.11247

The Bardeen–Petterson effect in accreting supermassive black hole binaries: disc breaking and critical obliquity (opens in new window)

Author(s): Rebecca Nealon, Enrico Ragusa, Davide Gerosa, Giovanni Rosotti, Riccardo Barbieri
Published in: Monthly Notices of the Royal Astronomical Society, 2022, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab3328

Efficient multi-timescale dynamics of precessing black-hole binaries (opens in new window)

Author(s): Davide Gerosa; Giulia Fumagalli; Matthew Mould; Giovanni Cavallotto; Diego Padilla Monroy; Daria Gangardt; Viola De Renzis
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Phyisical Society
DOI: 10.1103/physrevd.108.024042

Deep learning and Bayesian inference of gravitational-wave populations: Hierarchical black-hole mergers (opens in new window)

Author(s): Matthew Mould; Davide Gerosa; Stephen R. Taylor
Published in: Physical Review D, 2022, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.48550/arxiv.2203.03651

The Bardeen-Petterson effect, disk breaking, and the spin orientations of supermassive black-hole binaries (opens in new window)

Author(s): Nathan Steinle; Davide Gerosa
Published in: Monthly Notices of the Royal Astronomical Society, 2023, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.48550/arxiv.2211.00044

Bayesian parameter estimation on boson-star binary signals with a coherent inspiral template and spin-dependent quadrupolar corrections (opens in new window)

Author(s): Massimo Vaglio; Costantino Pacilio; Andrea Maselli; Paolo Pani
Published in: Physical Review D, 2023, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.1103/physrevd.108.023021

Gravitational-wave population inference at past time infinity (opens in new window)

Author(s): Davide Gerosa; Matthew Mould
Published in: Physical Review D, 2022, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.48550/arxiv.2110.05507

QLUSTER: quick clusters of merging binary black holes (opens in new window)

Author(s): Gerosa, Davide; Mould, Matthew
Published in: 57th Rencontres de Moriond (Gravitation), 2023
Publisher: Rencontres de Moriond
DOI: 10.48550/arxiv.2305.04987

Unstable binary black-hole spins: post-Newtonian theory and numerical relativity (opens in new window)

Author(s): Mould, Matthew
Published in: 55th Rencontres de Moriond (Gravitation), 2021
Publisher: Rencontres de Moriond
DOI: 10.48550/arxiv.2104.15011

Up-down binaries are unstable and we want to know (opens in new window)

Author(s): De Renzis, Viola
Published in: 57th Rencontres de Moriond (Gravitation), 2023
Publisher: Rencontres de Moriond
DOI: 10.48550/arxiv.2305.10776

Inferring the Properties of a Population of Compact Binaries in Presence of Selection Effects (opens in new window)

Author(s): Vitale, Salvatore; Gerosa, Davide; Farr, Will M.; Taylor, Stephen R.
Published in: Handbook of Gravitational Wave Astronomy ISBN: 9789811547027, Issue 8, 2022, ISBN 9789811643064
Publisher: Springer
DOI: 10.1007/978-981-15-4702-7_45-1

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