- Open Access
Joint electromagnetic and gravitational wave inference of binary neutron star merger GW170817 using forward-modeling ejecta predictions
Phys. Rev. Research 8, 023117 – Published 4 May, 2026
DOI: https://doi.org/10.1103/gffk-xjtg
Abstract
We reassess the capacity for multimessenger inference of AT2017gfo/GW170817 using both kilonova and gravitational wave emission within the context of a recent simulation-based surrogate model for kilonova emission. Independent of the inclusion of gravitational wave observations, comparisons between observations that incorporate our kilonova model favor a narrow range of ejecta properties, even when allowing for a wide range of systematic uncertainties in our modeling approach. Conversely, we find that astrophysical conclusions about the neutron star itself, including its mass and radius, depend strongly on assumptions about how much material is ejected from the neutron star. Looking forward, our analysis highlights the importance of systematic uncertainty in general and the need for better modeling of neutron star merger mass ejection from first principles, and warns against uncontextualized applications of ejecta predictions using fits to numerical relativity simulations.
Physics Subject Headings (PhySH)
Article Text
References (112)
- B. P. Abbott, R. Abbott, T. D. Abbott, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, et al., GW170817: Observation of gravitational waves from a binary neutron star inspiral, Phys. Rev. Lett. 119, 161101 (2017).
- B. P. Abbott, R. Abbott, T. D. Abbott, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, V. B. Adya, et al., Multi-messenger observations of a binary neutron star merger, Astrophys. J. Lett. 848, L12 (2017).
- I. Andreoni, K. Ackley, J. Cooke, A. Acharyya, J. R. Allison, G. E. Anderson, M. C. B. Ashley, D. Baade, M. Bailes, K. Bannister, et al., Follow up of GW170817 and its electromagnetic counterpart by Australian-led observing programmes, Publ. Astron. Soc. Aust. 34, e069 (2017).
- I. Arcavi, G. Hosseinzadeh, D. A. Howell, C. McCully, D. Poznanski, D. Kasen, J. Barnes, M. Zaltzman, S. Vasylyev, D. Maoz, and S. Valenti, Optical emission from a kilonova following a gravitational-wave-detected neutron-star merger, Nature (London) 551, 64 (2017).
- D. A. Coulter, R. J. Foley, C. D. Kilpatrick, M. R. Drout, A. L. Piro, B. J. Shappee, M. R. Siebert, J. D. Simon, N. Ulloa, D. Kasen, et al., Swope supernova survey 2017a (SSS17a), the optical counterpart to a gravitational wave source, Science 358, 1556 (2017).
- P. S. Cowperthwaite, E. Berger, V. A. Villar, B. D. Metzger, M. Nicholl, R. Chornock, P. K. Blanchard, W. Fong, R. Margutti, M. Soares-Santos, et al., The electromagnetic counterpart of the binary neutron star merger LIGO/Virgo GW170817. II. UV, optical, and near-infrared light curves and comparison to Kilonova models, Astrophys. J. Lett. 848, L17 (2017).
- M. C. Díaz, L. M. Macri, D. Garcia Lambas, C. Mendes de Oliveira, J. L. Nilo Castellón, T. Ribeiro, B. Sánchez, W. Schoenell, L. R. Abramo, S. Akras, et al., Observations of the first electromagnetic counterpart to a gravitational-wave source by the TOROS Collaboration, Astrophys. J. Lett. 848, L29 (2017).
- M. R. Drout, A. L. Piro, B. J. Shappee, C. D. Kilpatrick, J. D. Simon, C. Contreras, D. A. Coulter, R. J. Foley, M. R. Siebert, N. Morrell, et al., Light curves of the neutron star merger GW170817/SSS17a: Implications for -process nucleosynthesis, Science 358, 1570 (2017).
- P. A. Evans, S. B. Cenko, J. A. Kennea, S. W. K. Emery, N. P. M. Kuin, O. Korobkin, R. T. Wollaeger, C. L. Fryer, K. K. Madsen, F. A. Harrison, et al., Swift and NuSTAR observations of GW170817: Detection of a blue kilonova, Science 358, 1565 (2017).
- L. Hu, X. Wu, I. Andreoni, M. C. B. Ashley, J. Cooke, X. Cui, F. Du, Z. Dai, B. Gu, Y. Hu, et al., Optical observations of LIGO source GW170817 by the Antarctic survey telescopes at Dome A, Antarctica, Sci. Bull. 62, 1433 (2017).
- M. M. Kasliwal, E. Nakar, L. P. Singer, D. L. Kaplan, D. O. Cook, A. Van Sistine, R. M. Lau, C. Fremling, O. Gottlieb, J. E. Jencson, et al., Illuminating gravitational waves: A concordant picture of photons from a neutron star merger, Science 358, 1559 (2017).
- V. M. Lipunov, E. Gorbovskoy, V. G. Kornilov, N. Tyurina, P. Balanutsa, A. Kuznetsov, D. Vlasenko, D. Kuvshinov, I. Gorbunov, D. A. H. Buckley, et al., MASTER optical detection of the First LIGO/Virgo neutron star binary merger GW170817, Astrophysical J. Lett. 850, L1 (2017).
- E. Pian, P. D’Avanzo, S. Benetti, M. Branchesi, E. Brocato, S. Campana, E. Cappellaro, S. Covino, V. D’Elia, J. P. U. Fynbo, et al., Spectroscopic identification of -process nucleosynthesis in a double neutron-star merger, Nature (London) 551, 67 (2017).
- S. J. Smartt, T. W. Chen, A. Jerkstrand, M. Coughlin, E. Kankare, S. A. Sim, M. Fraser, C. Inserra, K. Maguire, K. C. Chambers, et al., A kilonova as the electromagnetic counterpart to a gravitational-wave source, Nature (London) 551, 75 (2017).
- N. R. Tanvir, A. J. Levan, C. González-Fernández, O. Korobkin, I. Mandel, S. Rosswog, J. Hjorth, P. D’Avanzo, A. S. Fruchter, C. L. Fryer, et al., The Emergence of a lanthanide-rich kilonova following the merger of two neutron stars, Astrophys. J. Lett. 848, L27 (2017).
- E. Troja, L. Piro, H. van Eerten, R. T. Wollaeger, M. Im, O. D. Fox, N. R. Butler, S. B. Cenko, T. Sakamoto, C. L. Fryer, et al., The X-ray counterpart to the gravitational-wave event GW170817, Nature (London) 551, 71 (2017).
- Y. Utsumi, M. Tanaka, N. Tominaga, M. Yoshida, S. Barway, T. Nagayama, T. Zenko, K. Aoki, T. Fujiyoshi, H. Furusawa, et al., J-GEM observations of an electromagnetic counterpart to the neutron star merger GW170817, Publ. Astron. Soc. Jpn. 69, 101 (2017).
- S. Valenti, D. J. Sand, S. Yang, E. Cappellaro, L. Tartaglia, A. Corsi, S. W. Jha, D. E. Reichart, J. Haislip, and V. Kouprianov, The discovery of the electromagnetic counterpart of GW170817: Kilonova AT 2017gfo/DLT17ck, Astrophys. J. Lett. 848, L24 (2017).
- A. S. Pozanenko, M. V. Barkov, P. Y. Minaev, A. A. Volnova, E. D. Mazaeva, A. S. Moskvitin, M. A. Krugov, V. A. Samodurov, V. M. Loznikov, and M. Lyutikov, GRB 170817A associated with GW170817: Multi-frequency observations and modeling of prompt gamma-ray emission, Astrophys. J. Lett. 852, L30 (2018).
- L.-X. Li and B. Paczyński, Transient events from neutron star mergers, Astrophysi. J. Lett. 507, L59 (1998).
- B. D. Metzger, G. Martínez-Pinedo, S. Darbha, E. Quataert, A. Arcones, D. Kasen, R. Thomas, P. Nugent, I. V. Panov, and N. T. Zinner, Electromagnetic counterparts of compact object mergers powered by the radioactive decay of -process nuclei, Mon. Not. R. Astron. Soc. 406, 2650 (2010).
- M. Shibata and K. Hotokezaka, Merger and mass ejection of neutron star binaries, Annu. Rev. Nucl. Part. Sci. 69, 41 (2019).
- L. Piro, E. Troja, B. Zhang, G. Ryan, H. van Eerten, R. Ricci, M. H. Wieringa, A. Tiengo, N. R. Butler, S. B. Cenko, O. D. Fox, H. G. Khandrika, G. Novara, A. Rossi, and T. Sakamoto, A long-lived neutron star merger remnant in GW170817: Constraints and clues from x-ray observations, Mon. Not. R. Astron. Soc. 483, 1912 (2019).
- A. Murguia-Berthier, E. Ramirez-Ruiz, F. De Colle, A. Janiuk, S. Rosswog, and W. H. Lee, The fate of the merger remnant in GW170817 and its imprint on the jet structure, Astrophys. J. 908, 152 (2021).
- S. Curtis, P. Bosch, P. Mösta, D. Radice, S. Bernuzzi, A. Perego, R. Haas, and E. Schnetter, Magnetized Outflows from short-lived neutron star merger remnants can produce a blue kilonova, Astrophys. J. Lett. 961, L26 (2024).
- B. P. Abbott et al. (The LIGO Scientific Collaboration and the Virgo Collaboration), GW170817: Measurements of neutron star radii and equation of state, Phys. Rev. Lett. 121, 161101 (2018).
- M. Nicholl, B. Margalit, P. Schmidt, G. P. Smith, E. J. Ridley, and J. Nuttall, Tight multimessenger constraints on the neutron star equation of state from GW170817 and a forward model for kilonova light-curve synthesis, Mon. Not. R. Astron. Soc. 505, 3016 (2021).
- D. Kasen, B. Metzger, J. Barnes, E. Quataert, and E. Ramirez-Ruiz, Origin of the heavy elements in binary neutron-star mergers from a gravitational-wave event, Nature (London) 551, 80 (2017).
- F. K. Thielemann, M. Eichler, I. V. Panov, and B. Wehmeyer, Neutron star mergers and nucleosynthesis of heavy elements, Annu. Rev. Nucl. Part. Sci. 67, 253 (2017).
- D. M. Siegel, GW170817—The first observed neutron star merger and its kilonova: Implications for the astrophysical site of the -process, Eur. Phys. J. A 55, 203 (2019).
- K. Hotokezaka, K. Kyutoku, H. Okawa, M. Shibata, and K. Kiuchi, Binary neutron star mergers: Dependence on the nuclear equation of state, Phys. Rev. D 83, 124008 (2011).
- T. Dietrich, S. Bernuzzi, M. Ujevic, and W. Tichy, Gravitational waves and mass ejecta from binary neutron star mergers: Effect of the stars’ rotation, Phys. Rev. D 95, 044045 (2017).
- D. Radice, A. Perego, K. Hotokezaka, S. A. Fromm, S. Bernuzzi, and L. F. Roberts, Binary neutron star mergers: Mass ejection, electromagnetic counterparts, and nucleosynthesis, Astrophys. J. 869, 130 (2018).
- K. Kiuchi, K. Kyutoku, M. Shibata, and K. Taniguchi, Revisiting the lower bound on tidal deformability derived by AT 2017gfo, Astrophys. J. Lett. 876, L31 (2019).
- A. Bauswein, S. Goriely, and H. T. Janka, Systematics of dynamical mass ejection, nucleosynthesis, and radioactively powered electromagnetic signals from neutron-star mergers, Astrophys. J. 773, 78 (2013).
- V. Nedora, S. Bernuzzi, D. Radice, B. Daszuta, A. Endrizzi, A. Perego, A. Prakash, M. Safarzadeh, F. Schianchi, and D. Logoteta, Numerical relativity simulations of the neutron star merger GW170817: Long-term remnant evolutions, winds, remnant disks, and nucleosynthesis, Astrophys. J. 906, 98 (2021).
- T. Vincent, F. Foucart, M. D. Duez, R. Haas, L. E. Kidder, H. P. Pfeiffer, and M. A. Scheel, Unequal mass binary neutron star simulations with neutrino transport: Ejecta and neutrino emission, Phys. Rev. D 101, 044053 (2020).
- Y. Sekiguchi, K. Kiuchi, K. Kyutoku, M. Shibata, and K. Taniguchi, Dynamical mass ejection from the merger of asymmetric binary neutron stars: Radiation-hydrodynamics study in general relativity, Phys. Rev. D 93, 124046 (2016).
- K. Hotokezaka, K. Kiuchi, K. Kyutoku, H. Okawa, Y.-i. Sekiguchi, M. Shibata, and K. Taniguchi, Mass ejection from the merger of binary neutron stars, Phys. Rev. D 87, 024001 (2013).
- L. Lehner, S. L. Liebling, C. Palenzuela, O. L. Caballero, E. O’Connor, M. Anderson, and D. Neilsen, Unequal mass binary neutron star mergers and multimessenger signals, Class. Quantum Grav. 33, 184002 (2016).
- A. Perego, S. Bernuzzi, and D. Radice, Thermodynamics conditions of matter in neutron star mergers, Eur. Phys. J. A 55, 124 (2019).
- V. Nedora, S. Bernuzzi, D. Radice, A. Perego, A. Endrizzi, and N. Ortiz, Spiral-wave wind for the blue kilonova, Astrophys. J. Lett. 886, L30 (2019).
- S. Bernuzzi, M. Breschi, B. Daszuta, A. Endrizzi, D. Logoteta, V. Nedora, A. Perego, D. Radice, F. Schianchi, F. Zappa, I. Bombaci, and N. Ortiz, Accretion-induced prompt black hole formation in asymmetric neutron star mergers, dynamical ejecta, and kilonova signals, Mon. Not. R. Astron. Soc. 497, 1488 (2020).
- Y. Sekiguchi, K. Kiuchi, K. Kyutoku, and M. Shibata, Dynamical mass ejection from binary neutron star mergers: Radiation-hydrodynamics study in general relativity, Phys. Rev. D 91, 064059 (2015).
- C. J. Krüger and F. Foucart, Estimates for disk and ejecta masses produced in compact binary mergers, Phys. Rev. D 101, 103002 (2020).
- T. Dietrich, M. W. Coughlin, P. T. H. Pang, M. Bulla, J. Heinzel, L. Issa, I. Tews, and S. Antier, Multimessenger constraints on the neutron-star equation of state and the Hubble constant, Science 370, 1450 (2020).
- V. Nedora, F. Schianchi, S. Bernuzzi, D. Radice, B. Daszuta, A. Endrizzi, A. Perego, A. Prakash, and F. Zappa, Mapping dynamical ejecta and disk masses from numerical relativity simulations of neutron star mergers, Class. Quantum Grav. 39, 015008 (2022).
- E. M. Holmbeck, R. O’Shaughnessy, V. Delfavero, and K. Belczynski, A nuclear equation of state inferred from stellar -process abundances, Astrophys. J. 926, 196 (2022).
- P. T. H. Pang, T. Dietrich, M. W. Coughlin, M. Bulla, I. Tews, M. Almualla, T. Barna, R. W. Kiendrebeogo, N. Kunert, G. Mansingh, et al., An updated nuclear-physics and multi-messenger astrophysics framework for binary neutron star mergers, Nat. Commun. 14, 8352 (2023).
- G. Raaijmakers, S. Nissanke, F. Foucart, M. M. Kasliwal, M. Bulla, R. Fernández, A. Henkel, T. Hinderer, K. Hotokezaka, K. Lukošiūtė, T. Venumadhav, S. Antier, M. W. Coughlin, T. Dietrich, and T. D. P. Edwards, The challenges ahead for multimessenger analyses of gravitational waves and kilonova: A case study on GW190425, Astrophys. J. 922, 269 (2021).
- K. Hayashi, K. Kiuchi, K. Kyutoku, Y. Sekiguchi, and M. Shibata, Jet from binary neutron star merger with prompt black hole formation, Phys. Rev. Lett. 134, 211407 (2025).
- A. Camilletti, L. Chiesa, G. Ricigliano, A. Perego, L. C. Lippold, S. Padamata, S. Bernuzzi, D. Radice, D. Logoteta, and F. M. Guercilena, Numerical relativity simulations of the neutron star merger GW190425: Microphysics and mass ratio effects, Mon. Not. R. Astron. Soc. 516, 4760 (2022).
- A. Henkel, F. Foucart, G. Raaijmakers, and S. Nissanke, Study of the agreement between binary neutron star ejecta models derived from numerical relativity simulations, Phys. Rev. D 107, 063028 (2023).
- M. W. Coughlin, T. Dietrich, Z. Doctor, D. Kasen, S. Coughlin, A. Jerkstrand, G. Leloudas, O. McBrien, B. D. Metzger, R. O’Shaughnessy, and S. J. Smartt, Constraints on the neutron star equation of state from AT2017gfo using radiative transfer simulations, Mon. Not. R. Astron. Soc. 480, 3871 (2018).
- M. W. Coughlin, T. Dietrich, B. Margalit, and B. D. Metzger, Multimessenger Bayesian parameter inference of a binary neutron star merger, Mon. Not. R. Astron. Soc. 489, L91 (2019).
- Y. Peng, M. Ristić, A. Kedia, R. O’Shaughnessy, C. J. Fontes, C. L. Fryer, O. Korobkin, M. R. Mumpower, V. A. Villar, and R. T. Wollaeger, Kilonova light-curve interpolation with neural networks, Phys. Rev. Res. 6033078 (2024).
- C. L. Fryer, C. J. Fontes, O. Korobkin, M. Mumpower, R. Wollaeger, E. M. Holmbeck, and R. O’Shaugnessy, Uncertainties in kilonova modeling, in The Sixteenth Marcel Grossmann Meeting. On Recent Developments in Theoretical and Experimental General Relativity, Astrophysics, and Relativistic Field Theories, edited by R. Ruffino and G. Vereshchagin (World Scientific Publishing, Singapore, 2021), pp. 1391–1404.
- M. R. Mumpower, T. M. Sprouse, J. M. Miller, K. A. Lund, J. C. Garcia, N. Vassh, G. C. McLaughlin, and R. Surman, Nuclear uncertainties associated with the nucleosynthesis in ejecta of a black hole accretion disk, Astrophys. J. 970, 173 (2024).
- D. Brethauer, D. Kasen, R. Margutti, and R. Chornock, Impact of systematic modeling uncertainties on kilonova property estimation, Astrophys. J. 975, 213 (2024).
- T. Dietrich and M. Ujevic, Modeling dynamical ejecta from binary neutron star mergers and implications for electromagnetic counterparts, Class. Quantum Grav. 34, 105014 (2017).
- M. Coughlin, T. Dietrich, K. Kawaguchi, S. Smartt, C. Stubbs, and M. Ujevic, Toward rapid transient identification and characterization of kilonovae, Astrophys. J. 849, 12 (2017).
- M. Breschi, R. Gamba, G. Carullo, D. Godzieba, S. Bernuzzi, A. Perego, and D. Radice, Bayesian inference of multi-messenger astrophysical data: Joint and coherent inference of gravitational waves and kilonovae, Astron. Astrophys. 689, A51 (2024).
- R. T. Wollaeger, C. L. Fryer, E. A. Chase, C. J. Fontes, M. Ristić, A. L. Hungerford, O. Korobkin, R. O’Shaughnessy, and A. M. Herring, A broad grid of 2D kilonova emission models, Astrophys. J. 918, 10 (2021).
- O. Korobkin, R. T. Wollaeger, C. L. Fryer, A. L. Hungerford, S. Rosswog, C. J. Fontes, M. R. Mumpower, E. A. Chase, W. P. Even, J. Miller, G. W. Misch, and J. Lippuner, Axisymmetric radiative transfer models of kilonovae, Astrophys. J. 910, 116 (2021).
- O. Just, V. Vijayan, Z. Xiong, S. Goriely, T. Soultanis, A. Bauswein, J. Guilet, H. T. Janka, and G. Martínez-Pinedo, End-to-end Kilonova models of neutron star mergers with delayed black hole formation, Astrophys. J. Lett. 951, L12 (2023).
- I. Kullmann, S. Goriely, O. Just, R. Ardevol-Pulpillo, A. Bauswein, and H. T. Janka, Dynamical ejecta of neutron star mergers with nucleonic weak processes I: Nucleosynthesis, Mon. Not. R. Astron. Soc. 510, 2804 (2022).
- R. T. Wollaeger and D. R. van Rossum, Radiation transport for explosive outflows: Opacity regrouping, Astrophys. J. Suppl. Ser. 214, 28 (2014).
- C. Winteler, R. Käppeli, A. Perego, A. Arcones, N. Vasset, N. Nishimura, M. Liebendörfer, and F. K. Thielemann, Magnetorotationally driven supernovae as the origin of early galaxy -process elements? Astrophys. J. Lett. 750, L22 (2012).
- O. Korobkin, S. Rosswog, A. Arcones, and C. Winteler, On the astrophysical robustness of the neutron star merger -process, Mon. Not. R. Astron. Soc. 426, 1940 (2012).
- M. Reichert, C. Winteler, O. Korobkin, A. Arcones, J. Bliss, M. Eichler, U. Frischknecht, C. Fröhlich, R. Hirschi, M. Jacobi, J. Kuske, G. Martínez-Pinedo, D. Martin, D. Mocelj, T. Rauscher, and F. K. Thielemann, The nuclear reaction network WinNet, Astroph. J. S. 268, 66 (2023).
- M. Reichert, C. Winteler, O. Korobkin, A. Arcones, J. Bliss, M. Eichler, U. Frischknecht, C. Fröhlich, R. Hirschi, M. Jacobi, J. Kuske, G. Martínez-Pinedo, D. Martin, D. Moclj, T. Rauscher, and F.-K. Thielemann, WinNet: v1.0.1, Zenodo (2023), http://doi.org/10.5281/zenodo.8220550.
- J. Barnes, D. Kasen, M.-R. Wu, and G. Martínez-Pinedo, Radioactivity and thermalization in the ejecta of compact object mergers and their impact on kilonova light curves, Astrophys. J. 829, 110 (2016).
- R. T. Wollaeger, O. Korobkin, C. J. Fontes, S. K. Rosswog, W. P. Even, C. L. Fryer, J. Sollerman, A. L. Hungerford, D. R. van Rossum, and A. B. Wollaber, Impact of ejecta morphology and composition on the electromagnetic signatures of neutron star mergers, Mon. Not. R. Astron. Soc. 478, 3298 (2018).
- C. J. Fontes, H. L. Zhang, J. Abdallah Jr., R. E. H. Clark, D. P. Kilcrease, J. Colgan, R. T. Cunningham, P. Hakel, N. H. Magee, and M. E. Sherrill, The Los Alamos suite of relativistic atomic physics codes, J. Phys. B: At. Mol. Opt. Phys. 48, 144014 (2015).
- C. J. Fontes, C. L. Fryer, A. L. Hungerford, R. T. Wollaeger, and O. Korobkin, A line-binned treatment of opacities for the spectra and light curves from neutron star mergers, Mon. Not. R. Astron. Soc. 493, 4143 (2020).
- Y. Ralchenko, K. Olsen, C. J. Fontes, C. L. Fryer, A. L. Hungerford, R. T. Wollaeger, and O. Korobkin, NIST-LANL Lanthanide Opacity Database (ver. 1.2) [Online] (2023), https://nlte.nist.gov/OPAC.
- M. Ristić, E. Champion, R. O’Shaughnessy, R. Wollaeger, O. Korobkin, E. A. Chase, C. L. Fryer, A. L. Hungerford, and C. J. Fontes, Interpolating detailed simulations of kilonovae: Adaptive learning and parameter inference applications, Phys. Rev. Res. 4, 013046 (2022).
- A. Kedia, M. Ristić, R. O’Shaughnessy, A. B. Yelikar, R. T. Wollaeger, O. Korobkin, E. A. Chase, C. L. Fryer, and C. J. Fontes, Surrogate light curve models for kilonovae with comprehensive wind ejecta outflows and parameter estimation for AT2017gfo, Phys. Rev. Res. 5, 013168 (2023).
- R. Dudi, T. Dietrich, A. Rashti, B. Brügmann, J. Steinhoff, and W. Tichy, High-accuracy simulations of highly spinning binary neutron star systems, Phys. Rev. D 105, 064050 (2022).
- S. V. Chaurasia, T. Dietrich, M. Ujevic, K. Hendriks, R. Dudi, F. M. Fabbri, W. Tichy, and B. Brügmann, Gravitational waves and mass ejecta from binary neutron star mergers: Effect of the spin orientation, Phys. Rev. D 102, 024087 (2020).
- T. Zhao and J. M. Lattimer, Tidal deformabilities and neutron star mergers, Phys. Rev. D 98, 063020 (2018).
- S. Curtis, J. M. Miller, C. Fröhlich, T. Sprouse, N. Lloyd-Ronning, and M. Mumpower, Nucleosynthesis in outflows from black hole-neutron star merger disks with full GR()RMHD, Astrophys. J. Lett. 945, L13 (2023).
- M. Ristić, R. O’Shaughnessy, V. A. Villar, R. T. Wollaeger, O. Korobkin, C. L. Fryer, C. J. Fontes, and A. Kedia, Interpolated kilonova spectra models: Examining the effects of a phenomenological, blue component in the fitting of AT2017gfo spectra, Phys. Rev. Res. 5, 043106 (2023).
- B. J. Shappee, J. D. Simon, M. R. Drout, A. L. Piro, N. Morrell, J. L. Prieto, D. Kasen, T. W. S. Holoien, J. A. Kollmeier, D. D. Kelson, et al., Early spectra of the gravitational wave source GW170817: Evolution of a neutron star merger, Science 358, 1574 (2017).
- B. P. Abbott et al. (Virgo Collaboration and LIGO Scientific Collaboration), Properties of the binary neutron star merger GW170817, Phys. Rev. X 9, 011001 (2019).
- B. P. Abbott et al. (The LIGO Scientific Collaboration and The Virgo Collaboration), Model comparison from LIGO-Virgo data on GW170817's binary components and consequences for the merger remnant, Class. Quantum Grav. 37, 045006 (2020).
- A. Kedia, R. O’Shaughnessy, L. Wade, and A. Yelikar, Exploring hidden priors when interpreting gravitational wave and electromagnetic probes of the nuclear equation of state, arXiv:2405.17326.
- A. Vilkha, A. Yelikar, R. O’Shaughnessy, and J. Read, Inference on neutron star parameters and the nuclear equation of state with RIFT, using prior EOS information, arXiv:2407.15753.
- J. Lange, R. O’Shaughnessy, and M. Rizzo, Rapid and accurate parameter inference for coalescing, precessing compact binaries, arXiv:1805.10457.
- D. Wysocki, R. O’Shaughnessy, J. Lange, and Y.-L. L. Fang, Accelerating parameter inference with graphics processing units, Phys. Rev. D 99, 084026 (2019).
- J. Wofford, A. B. Yelikar, H. Gallagher, E. Champion, D. Wysocki, V. Delfavero, J. Lange, C. Rose, V. Valsan, S. Morisaki, J. Read, C. Henshaw, and R. O’Shaughnessy, Improving performance for gravitational-wave parameter inference with an efficient and highly-parallelized algorithm, Phys. Rev. D 107, 024040 (2023).
- A. Kedia, R. O’Shaughnessy, L. Wade, and A. Yelikar, Exploring hidden priors when interpreting gravitational wave and electromagnetic probes of the nuclear equation of state, arXiv:2405.17326.
- T. Narikawa, N. Uchikata, K. Kawaguchi, K. Kiuchi, K. Kyutoku, M. Shibata, and H. Tagoshi, Reanalysis of the binary neutron star mergers GW170817 and GW190425 using numerical-relativity calibrated waveform models, Phys. Rev. Res. 2, 043039 (2020).
- E. E. Flanagan and T. Hinderer, Constraining neutron star tidal Love numbers with gravitational wave detectors, Phys. Rev. D 77, 021502 (2008).
- T. Dietrich, S. Khan, R. Dudi, S. J. Kapadia, P. Kumar, A. Nagar, F. Ohme, F. Pannarale, A. Samajdar, S. Bernuzzi, G. Carullo, W. Del Pozzo, M. Haney, C. Markakis, M. Pürrer, G. Riemenschneider, Y. E. Setyawati, K. W. Tsang, and C. Van Den Broeck, Matter imprints in waveform models for neutron star binaries: Tidal and self-spin effects, Phys. Rev. D 99, 024029 (2019).
- T. Dietrich, A. Samajdar, S. Khan, N. K. Johnson-McDaniel, R. Dudi, and W. Tichy, Improving the NRTidal model for binary neutron star systems, Phys. Rev. D 100, 044003 (2019).
- J. M. Rich Abbott, T. D. Abbott, S. Abraham, F. Acernese, K. Ackley, C. Adams, R. X. Adhikari, V. B. Adya, C. Affeldt, M. Agathos, et al., Open data from the first and second observing runs of Advanced LIGO and Advanced Virgo, SoftwareX 13, 100658 (2021).
- B. P. Abbott et al. (LIGO Scientific Collaboration and Virgo Collaboration), GWTC-1: A gravitational-wave transient catalog of compact binary mergers observed by LIGO and Virgo during the first and second observing runs, Phys. Rev. X 9, 031040 (2019).
- L. S. Collaboration, Parameter estimation sample release for GWTC-1 (2018).
- K. Hotokezaka, E. Nakar, O. Gottlieb, S. Nissanke, K. Masuda, G. Hallinan, K. P. Mooley, and A. T. Deller, A Hubble constant measurement from superluminal motion of the jet in GW170817, Nat. Astron. 3, 940 (2019).
- K. P. Mooley, E. Nakar, K. Hotokezaka, G. Hallinan, A. Corsi, D. A. Frail, A. Horesh, T. Murphy, E. Lenc, D. L. Kaplan, et al., A mildly relativistic wide-angle outflow in the neutron-star merger event GW170817, Nature (London) 554, 207 (2018).
- W. Li, R. White, and D. Prangle, Optimal combination of composite likelihoods using approximate Bayesian computation with application to state-space models, arXiv:2404.02313.
- V. Tiwari, C. Hoy, S. Fairhurst, and D. MacLeod, Fast non-Markovian sampler for estimating gravitational-wave posteriors, Phys. Rev. D 108, 023001 (2023).
- K. Kawaguchi, S. Fujibayashi, M. Shibata, M. Tanaka, and S. Wanajo, A low-mass binary neutron star: Long-term ejecta evolution and kilonovae with weak blue emission, Astrophys. J. 913, 100 (2021).
- D. Brethauer, D. Kasen, R. Margutti, and R. Chornock, Non-thermal ionization of kilonova ejecta: Observable impacts, Astrophys. J. 996, 64 (2026).
- D. Radice, S. Bernuzzi, and A. Perego, The dynamics of binary neutron star mergers and GW170817, Annu. Rev. Nucl. Part. Sci. 70, 95 (2020).
- S. Fujibayashi, M. Shibata, S. Wanajo, K. Kiuchi, K. Kyutoku, and Y. Sekiguchi, Mass ejection from disks surrounding a low-mass black hole: Viscous neutrino-radiation hydrodynamics simulation in full general relativity, Phys. Rev. D 101, 083029 (2020).
- J. M. Miller, B. R. Ryan, J. C. Dolence, A. Burrows, C. J. Fontes, C. L. Fryer, O. Korobkin, J. Lippuner, M. R. Mumpower, and R. T. Wollaeger, Full transport model of GW170817-like disk produces a blue kilonova, Phys. Rev. D 100, 023008 (2019).
- T. M. Sprouse, K. A. Lund, J. M. Miller, G. C. McLaughlin, and M. R. Mumpower, Emergent nucleosynthesis from a 1.2 s long simulation of a black hole accretion disk, Astrophys. J. 962, 79 (2024).
- M. Ristić, Gwem data repo, Github repository (2025), https://github.com/markoris/GWEM_data_repo.
- D. Tak, Z. L. Uhm, and J. H. Gillanders, Exploring the impact of the ejecta velocity profile on the evolution of kilonova: Diversity of the kilonova lightcurves, Astrophys. J. 958, 121 (2023).
- C. L. Fryer, A. L. Hungerford, R. T. Wollaeger, J. M. Miller, S. De, C. J. Fontes, O. Korobkin, A. Kedia, M. Ristić, and R. O’Shaughnessy, The effect of the velocity distribution on kilonova emission, Astrophys. J. 961, 9 (2024).