Exploring the Limits of Machine Learning Classification of Neutron Star Matter Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Husain, Wasif
Format:	Preprint
Published:	2025
Subjects:	High Energy Astrophysical Phenomena Instrumentation and Methods for Astrophysics High Energy Physics - Phenomenology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Strangelet Searches from Neutron Stars, Binary Mergers, and Gamma-Ray Bursts with Current and Future Observatories
by: Das, C. R.
Published: (2025)

Neutron Production in Simulations of Extensive Air Showers
by: Schimassek, Martin, et al.
Published: (2024)

Pulsar Polarization Array Limits on Ultralight Axion-like Dark Matter
by: Xue, Xiao, et al.
Published: (2024)

Future Collider Measurements for Cosmic Ray Induced Air Shower Modelling
by: Leitgeb, Clara E., et al.
Published: (2025)

Advanced stereoscopy applied to CTAO
by: Messaoud, Hana Ali, et al.
Published: (2025)

Simulation-Based Inference for Direction Reconstruction of Ultra-High-Energy Cosmic Rays with Radio Arrays
by: Macias, Oscar, et al.
Published: (2025)

The CONDOR Observatory: A Gamma-Ray Observatory with a 100 GeV Threshold at 5300 Meters Above Sea Level
by: Arratia, Miguel, et al.
Published: (2025)

Auger@TA: In-situ Cross-Calibration of the World's Largest Cosmic Ray Observatories
by: Mocellin, Adriel G B, et al.
Published: (2025)

Reconstruction of the depth of the shower maximum of air showers with the SD-750 surface detector of the Pierre Auger Observatory using neural networks
by: Hahn, Steffen
Published: (2025)

The Hybrid Elevated Radio Observatory for Neutrinos (HERON) Project
by: Kotera, Kumiko, et al.
Published: (2025)

Data production and Monte Carlo simulations for the Pierre Auger Observatory
by: Isar, Paula Gina
Published: (2025)

Multi-Messenger Astrology
by: Walker, Gwen, et al.
Published: (2024)

Studying the mass sensitivity of air-shower observables using simulated cosmic rays
by: Flaggs, Benjamin, et al.
Published: (2023)

Rapid and robust simulation-based inference for kilonovae
by: Brown, Stephanie M., et al.
Published: (2026)

Exploring the Key Features of Repeating Fast Radio Bursts with Machine Learning
by: Sun, Wan-Peng, et al.
Published: (2024)

Neuro-Parametric Spectral Classification of Black Hole and Neutron Star X-ray Binary Systems
by: Garg, Akash, et al.
Published: (2026)

Deducing Neutron Star Equation of State from Telescope Spectra with Machine-learning-derived Likelihoods
by: Farrell, Delaney, et al.
Published: (2023)

A Model of the Response of Surface Detectors to Extensive Air Showers Based on Shower Universality
by: Stadelmaier, Maximilian, et al.
Published: (2024)

Understanding the Neutron Star Population with the SKAO telescopes
by: Levin, L., et al.
Published: (2025)

[C II]-deficit caused by self-absorption in an ionized carbon-filled bubble in RCW79
by: Keilmann, Eduard, et al.
Published: (2025)

Post-glitch Recovery and the Neutron Star Structure: The Vela Pulsar
by: Grover, Himanshu, et al.
Published: (2025)

The Giant Radio Array for Neutrino Detection (GRAND) Collaboration -- Contributions to the 39th International Cosmic Ray Conference (ICRC 2025)
by: Álvarez-Muñiz, Jaime, et al.
Published: (2025)

Simulation study of performance of the Very Large Area gamma-ray Space Telescope
by: Pan, Xu, et al.
Published: (2024)

$P_{tail}^α$: a high resolution gamma/hadron and composition discriminant variable for Water-Cherenkov Detector cosmic-ray observatories
by: Conceição, Ruben, et al.
Published: (2023)

Dual-sided Charge-Coupled Devices
by: Tiffenberg, Javier, et al.
Published: (2023)

Ultra-high-energy neutrino detection with radio antennas in the ground-based observatory
by: Yue, Baobiao, et al.
Published: (2025)

Progress of the GRANDProto300 Project
by: Ma, Pengxiong, et al.
Published: (2025)

Prometheus: An Open-Source Neutrino Telescope Simulation
by: Lazar, Jeffrey, et al.
Published: (2023)

Refine Neutrino Events Reconstruction with BEiT-3
by: Li, Chen, et al.
Published: (2023)

The Giant Radio Array for Neutrino Detection (GRAND) Collaboration -- Contributions to the 38th International Cosmic Ray Conference (ICRC 2023)
by: GRAND Collaboration, et al.
Published: (2023)

The Giant Radio Array for Neutrino Detection (GRAND) Collaboration -- Contributions to the 10th International Workshop on Acoustic and Radio EeV Neutrino Detection Activities (ARENA 2024)
by: Batista, Rafael Alves, et al.
Published: (2024)

Optimizing Supernova Classification with Interpretable Machine Learning Models
by: Garg, Anurag
Published: (2025)

Neural Simulation-Based Inference of the Neutron Star Equation of State directly from Telescope Spectra
by: Brandes, Len, et al.
Published: (2024)

A Semi-Supervised Variational Autoencoder for Generating Neutron Star Equations of State
by: Zhao, Tianqi, et al.
Published: (2026)

Neutron Stars as the Dark Matter detectors
by: Zhitnitsky, Ariel
Published: (2023)

Exploring Fermionic Dark Matter Admixed Neutron Stars in the Light of Astrophysical Observations
by: Arvikar, Payaswinee, et al.
Published: (2025)

Study of solar activity with AERA at the Pierre Auger Observatory
by: de Almeida, R. M.
Published: (2025)

Towards multi-messenger observations of core-collapse supernovae harbouring choked jets
by: Zegarelli, A., et al.
Published: (2024)

Very Late Afterpulses and Search for the Neutron Echo in IceCube
by: Dutta, Kaustav, et al.
Published: (2025)

Inferring the Morphology of the Galactic Center Excess with Gaussian Processes
by: Ramirez, Edward D., et al.
Published: (2024)