Predicting Binary Neutron Star Postmerger Spectra Using Artificial Neural Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pesios, Dimitrios, Koutalios, Ioannis, Kugiumtzis, Dimitris, Stergioulas, Nikolaos
Format:	Preprint
Published:	2024
Subjects:	General Relativity and Quantum Cosmology High Energy Astrophysical Phenomena
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring the Potential for Detecting Rotational Instabilities in Binary Neutron Star Merger Remnants with Gravitational Wave Detectors
by: Sasli, Argyro, et al.
Published: (2023)

Inferring Neutron-Star Properties from Post-merger Gravitational-wave Spectra with Neural Networks
by: Pesios, Dimitrios, et al.
Published: (2026)

Assessing Universal Relations for Rapidly Rotating Neutron Stars: Insights from an Interpretable Deep Learning Perspective
by: Papigkiotis, Grigorios, et al.
Published: (2025)

Universal description of the Neutron Star's surface and its key global properties: A Machine Learning Approach for nonrotating and rapidly rotating stellar models
by: Papigkiotis, Grigorios, et al.
Published: (2025)

Machine Learning Applications in Gravitational Wave Astronomy
by: Stergioulas, Nikolaos
Published: (2024)

Neutron Star - White Dwarf Binaries: Probing Formation Pathways and Natal Kicks with LISA
by: Korol, Valeriya, et al.
Published: (2023)

Pulsar Rockets and Gaia Neutron Star Binaries
by: Baibhav, Vishal, et al.
Published: (2025)

Consistent Treatment of Muons in Binary Neutron Star Mergers
by: Gieg, Henrique, et al.
Published: (2026)

Turbulent Dynamo Action in Binary Neutron Star Mergers
by: Gutiérrez, Eduardo M., et al.
Published: (2026)

Magnetic Flux Emergence in Binary Neutron Star Remnants
by: Fields, Jacob, et al.
Published: (2025)

Black Hole-Neutron Star Binaries near Neutron Star Disruption Limit in the Mass Regime of Event GW230529
by: Martineau, Tia, et al.
Published: (2024)

The Gravitational Wave Memory from Binary Neutron Star Mergers
by: Bamber, Jamie, et al.
Published: (2025)

Accounting for Tidal Deformability in Binary Neutron Star Template Banks
by: Piccari, Lorenzo, et al.
Published: (2025)

Magneto-Hydrodynamic Simulations of Eccentric Binary Neutron Star Mergers
by: Neuweiler, Anna, et al.
Published: (2025)

AthenaK Simulations of Magnetized Binary Neutron Star Mergers
by: Fields, Jacob, et al.
Published: (2025)

Performance-Portable Binary Neutron Star Mergers with AthenaK
by: Fields, Jacob, et al.
Published: (2024)

Exact Mass Conservation in Binary Neutron Star Merger Simulations
by: Daszuta, Boris, et al.
Published: (2026)

On the Testability of the Quark-Hadron Transition Using Gravitational Waves From Merging Binary Neutron Stars
by: Harada, Reiko, et al.
Published: (2023)

GR-Athena++: Binary Neutron Star Merger Simulations with Neutrino Transport
by: Daszuta, Boris, et al.
Published: (2026)

Gravitational Waves from Strongly Magnetized Eccentric Neutron Star Binaries
by: Prasad, R., et al.
Published: (2025)

Numerical Relativity Simulations of Dark Matter Admixed Binary Neutron Stars
by: Giangrandi, Edoardo, et al.
Published: (2025)

Kilohertz Gravitational Waves from Binary Neutron Star Mergers: Full Spectrum Analyses and High-density Constraints on Neutron Star Matter
by: Huez, Giulia, et al.
Published: (2025)

Numerical Relativity Estimates of the Remnant Recoil Velocity in Binary Neutron Star Mergers
by: Kulkarni, Sumeet, et al.
Published: (2023)

Rising Tides: Analytic Modeling of Tidal Effects in Binary Neutron Star Mergers
by: O'Dell, Alexander, et al.
Published: (2023)

Cosmology with Binary Neutron Stars: Does Mass-Redshift Correlation Matter?
by: Roy, Soumendra Kishore, et al.
Published: (2024)

Low-$T/|W|$ instabilities in differentially rotating neutron stars resembling merger remnants
by: Lioutas, Georgios, et al.
Published: (2026)

Uncovering Correlations and Biases in Parameter Inference from Neutron-Star Pulse Profile Modeling
by: Zhao, Tong, et al.
Published: (2024)

Postmerger: a new and dominant contribution to the gravitational-wave background from binary neutron stars
by: Lehoucq, Léonard, et al.
Published: (2025)

Binary Neutron Stars from the Moon: Early Warnings and Precision Science for the Artemis Era
by: Yelikar, Anjali B., et al.
Published: (2025)

Magnetic Field Configurations in Binary Neutron Star Mergers II: Inspiral, Merger and Ejecta
by: Cook, William, et al.
Published: (2025)

A Counterintuitive Correlation Between Neutron-Star Radii Inferred from Pulse Modeling and Surface Emission Beaming
by: Zhao, Tong, et al.
Published: (2024)

Probing Intrinsic Ellipticity in Neutron Star Binaries
by: Miao, Zhiqiang, et al.
Published: (2025)

Detectability of Nearby Binary Neutron Stars with Future sub-mHz Gravitational Wave Missions
by: Chen, Zhiwei, et al.
Published: (2026)

Magnetic Field Configurations in Binary Neutron Star Mergers I: Post-merger Remnant and Disk
by: Gutiérrez, Eduardo M., et al.
Published: (2025)

2D End-to-End Modeling of Kilonovae from Binary Neutron Star Merger Remnants
by: Groenewegen, Lieke Sippens, et al.
Published: (2025)

Revealing Phase Transition in Dense Matter with Gravitational Wave Spectroscopy of Binary Neutron Star Mergers
by: Espino, Pedro Luis, et al.
Published: (2023)

Binary Neutron Star Mergers: Multi-Messenger Systematics and Prospects with Next-Generation Facilities
by: Steinle, Nathan, et al.
Published: (2025)

Probing Binary Neutron Star Merger Ejecta and Remnants with Gravitational Wave and Radio Observations
by: Merfeld, Kara, et al.
Published: (2025)

Assessing the Relative Importance of Neutrino Matter Interaction Channels in Post-Merger Remnant of Binary Neutron Stars
by: Rath, Samantha, et al.
Published: (2026)

Impact of Magnetic Field Topology on Electromagnetic and Gravitational Waves from Binary Neutron Star Merger Remnants
by: Rainho, Inês, et al.
Published: (2025)