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Detailed radiative transfer simulations of kilonovae are difficult to apply directly to observations; they only sparsely cover simulation parameters, such as the mass, velocity, morphology, and composition of the ejecta. On the other hand,…

High Energy Astrophysical Phenomena · Physics 2022-07-21 M. Ristic , E. Champion , R. O'Shaughnessy , R. Wollaeger , O. Korobkin , E. A. Chase , C. L. Fryer , A. L. Hungerford , C. J. Fontes

Kilonovae represent a category of astrophysical transients, identifiable as the electromagnetic observable counterparts associated with the coalescence events of binary systems comprising neutron stars and neutron star-black hole pairs.…

High Energy Astrophysical Phenomena · Physics 2024-04-01 P. Darc , Clecio R. Bom , Bernardo M. O. Fraga , Charlie D. Kilpatrick

The coalescence of binary neutron stars in the GW170817 event led to the generation of gravitational waves, accompanied by the electromagnetic counterpart known as a kilonova (KN). Since then, it has been a prime topic of interest, as it…

High Energy Astrophysical Phenomena · Physics 2026-05-19 Surojit Saha , Albert K. H Kong

On the 17th of August, 2017 came the simultaneous detections of GW170817, a gravitational wave that originated from the coalescence of two neutron stars, along with the gamma-ray burst GRB170817A, and the kilonova counterpart AT2017gfo.…

High Energy Astrophysical Phenomena · Physics 2023-04-14 Mouza Almualla , Yuhong Ning , Pouyan Salehi , Mattia Bulla , Tim Dietrich , Michael W. Coughlin , Nidhal Guessoum

Rapid parameter estimation is critical when dealing with short lived signals such as kilonovae. We present a parameter estimation algorithm that combines likelihood-free inference with a pre-trained embedding network, optimized to…

Instrumentation and Methods for Astrophysics · Physics 2025-06-27 Malina Desai , Deep Chatterjee , Sahil Jhawar , Philip Harris , Erik Katsavounidis , Michael Coughlin

The discovery of the optical counterpart, along with the gravitational waves from GW170817, of the first binary neutron star merger, opened up a new era for multi-messenger astrophysics. Combining the GW data with the optical counterpart,…

The 2017 detection of a kilonova coincident with gravitational-wave emission has identified neutron star mergers as the major source of the heaviest elements, and dramatically constrained alternative theories of gravity. Observing a…

High Energy Astrophysical Phenomena · Physics 2023-03-07 Christian N. Setzer , Hiranya V. Peiris , Oleg Korobkin , Stephan Rosswog

With the increasing sensitivity of advanced gravitational wave detectors, the first joint detection of an electromagnetic and gravitational wave signal from a compact binary merger will hopefully happen within this decade. However, current…

High Energy Astrophysical Phenomena · Physics 2017-11-01 Michael Coughlin , Tim Dietrich , Kyohei Kawaguchi , Stephen Smartt , Christopher Stubbs , Maximiliano Ujevic

Detailed radiative transfer simulations of kilonova spectra play an essential role in multimessenger astrophysics. Using the simulation results in parameter inference studies requires building a surrogate model from the simulation outputs…

Instrumentation and Methods for Astrophysics · Physics 2022-08-31 Kamilė Lukošiūtė , Geert Raaijmakers , Zoheyr Doctor , Marcelle Soares-Santos , Brian Nord

Merging neutron stars produce "kilonovae"---electromagnetic transients powered by the decay of unstable nuclei synthesized via rapid neutron capture (the r-process) in material that is gravitationally unbound during inspiral and…

High Energy Astrophysical Phenomena · Physics 2021-09-29 Jennifer Barnes , Y. L. Zhu , K. A. Lund , T. M. Sprouse , N. Vassh , G. C. McLaughlin , M. R. Mumpower , R. Surman

The merger of two neutron stars (NSs) or a neutron star and a black hole (BH) produces a radioactively-powered transient known as a kilonova, first observed accompanying the gravitational wave event GW170817. While kilonovae are frequently…

High Energy Astrophysical Phenomena · Physics 2021-03-17 Siva Darbha , Daniel Kasen

The merger of two neutron stars has been predicted to produce an optical-infrared transient (lasting a few days) known as a 'kilonova', powered by the radioactive decay of neutron-rich species synthesized in the merger. Evidence that short…

Neutron star mergers are cosmic catastrophes that produce some of the most energetic observed phenomena: short gamma-ray bursts, gravitational wave signals, and kilonovae. The latter are optical transients, powered by radioactive nuclides…

The observed spectra and light curves of the kilonova produced by the GW170817 binary neutron star merger provide complementary insights, but modeling both the spectral- and time-domain has proven challenging. Here, we model the…

High Energy Astrophysical Phenomena · Physics 2025-11-14 Nicholas Vieira , John J. Ruan , Daryl Haggard , Maria R. Drout , Rodrigo Fernández

The electromagnetic emission resulting from neutron star mergers have been shown to encode properties of the ejected material in their light curves. The ejecta properties inferred from the kilonova emission has been in tension with those…

Kilonovae, possible electromagnetic counterparts to neutron star mergers, provide important information about high-energy transient phenomena and, in principle, also allow us to obtain information about the source properties responsible for…

High Energy Astrophysical Phenomena · Physics 2025-03-28 Sahil Jhawar , Thibeau Wouters , Peter T. H. Pang , Mattia Bulla , Michael W. Coughlin , Tim Dietrich

The detection of AT2017gfo proved that binary neutron star mergers are progenitors of kilonovae. Using a combination of numerical-relativity and radiative-transfer simulations, the community has developed sophisticated models for these…

High Energy Astrophysical Phenomena · Physics 2021-02-03 J. Heinzel , M. W. Coughlin , T. Dietrich , M. Bulla , S. Antier , N. Christensen , D. A. Coulter , R. J. Foley , L. Issa , N. Khetan

Kilonova is an optical-infrared transient powered by the radioactive decay of heavy nuclei from binary neutron star mergers. Its observational characteristics depend on the mass and the nuclide composition of meger ejecta, which are…

High Energy Astrophysical Phenomena · Physics 2025-02-03 Wu-Zimo Qiumu , Meng-Hua Chen , Qiu-Hong Chen , En-Wei Liang

One of the most promising electromagnetic signatures of compact object mergers are kilonovae: approximately isotropic radioactively-powered transients that peak days to weeks post-merger. Key uncertainties in modeling kilonovae include the…

High Energy Astrophysical Phenomena · Physics 2016-10-05 Jennifer Barnes , Daniel Kasen , Meng-Ru Wu , Gabriel Mart'inez-Pinedo

Kilonovae are a rare class of astrophysical transients powered by the radioactive decay of nuclei heavier than iron, synthesized in the merger of two compact objects. Over the first few days, the kilonova evolution is dominated by a large…

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