Imagen de Portada

Exploring the Key Features of Repeating Fast Radio Bursts with Machine Learning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Sun, Wan-Peng, Zhang, Ji-Guo, Li, Yichao, Hou, Wan-Ting, Zhang, Fu-Wen, Zhang, Jing-Fei, Zhang, Xin
Formato:	Preprint
Publicado:	2024
Materias:	High Energy Astrophysical Phenomena Instrumentation and Methods for Astrophysics General Relativity and Quantum Cosmology High Energy Physics - Phenomenology
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A Practical Framework for Estimating the Repetition Likelihood of Fast Radio Bursts from Spectral Morphology
por: Sun, Wan-Peng, et al.
Publicado: (2025)

Towards DM-free search for Fast Radio Bursts with Machine Learning -- I. An implementation on multibeam data
por: Chen, Yao, et al.
Publicado: (2025)

Revealing Hidden Repeaters in the CHIME/FRB Catalog: Semi-Supervised Insights into the Fast Radio Burst Population
por: Mankatwit, N., et al.
Publicado: (2025)

Rare Event Classification with Weighted Logistic Regression for Identifying Repeating Fast Radio Bursts
por: Herrera-Martin, Antonio, et al.
Publicado: (2024)

Modeling the Morphology of Fast Radio Bursts and Radio Pulsars with fitburst
por: Fonseca, Emmanuel, et al.
Publicado: (2023)

Machine Phenomenology: A Simple Equation Classifying Fast Radio Bursts
por: Liu, Yang, et al.
Publicado: (2025)

Frabjous: Deep Learning Fast Radio Burst Morphologies
por: Kumar, Ajay, et al.
Publicado: (2025)

Random Polarization Position Angle Behaviors across Bursts of Repeating Fast Radio Bursts
por: Liu, Xiaohui, et al.
Publicado: (2026)

Using Deep Learning for Robust Classification of Fast Radio Bursts
por: Arni, Rohan, et al.
Publicado: (2025)

A commensal Fast Radio Burst search pipeline for the Murchison Widefield Array
por: Sokolowski, M., et al.
Publicado: (2024)

Enhanced Astrometry of the Rapid ASKAP Continuum Survey for Precise Localisation of Fast Radio Bursts
por: Jaini, Akhil, et al.
Publicado: (2025)

Classification of Fermi Gamma-Ray Bursts Based on Machine Learning
por: Zhu, Si-Yuan, et al.
Publicado: (2024)

A Fast Radio Burst monitor with a Compact All-Sky Phased Array (CASPA)
por: Luo, R., et al.
Publicado: (2024)

Revealing Event Rate of Repeating Fast Radio Bursts
por: Pan, Q., et al.
Publicado: (2025)

Magnetars in Binaries as the Engine of Actively Repeating Fast Radio Bursts
por: Zhang, Bing, et al.
Publicado: (2025)

Unsupervised Machine Learning for Classifying CHIME Fast Radio Bursts and Investigating Empirical Relations
por: Qiang, Da-Chun, et al.
Publicado: (2024)

The Second CHIME/FRB Catalog of Fast Radio Bursts
por: FRB Collaboration, et al.
Publicado: (2026)

A Unified Geometric Model of Repeating and Non-Repeating Fast Radio Bursts
por: Liu, Ze-Nan, et al.
Publicado: (2023)

TONE: A CHIME/FRB Outrigger Pathfinder for localizations of Fast Radio Bursts using Very Long Baseline Interferometry
por: Sanghavi, Pranav, et al.
Publicado: (2023)

Polarization Position Angle Swing and the Rotating Vector Model of Repeating Fast Radio Bursts
por: Liu, Xiaohui, et al.
Publicado: (2025)

The Physics of Fast Radio Bursts
por: Zhang, Bing
Publicado: (2022)

Advancing Gamma-Ray Burst Identification through Transfer Learning with Convolutional Neural Networks
por: Zhang, Peng, et al.
Publicado: (2024)

Multi-year Polarimetric Monitoring of Four CHIME-Discovered Repeating Fast Radio Bursts with FAST
por: Feng, Yi, et al.
Publicado: (2025)

Periodic Activities of Fast Radio Burst Repeaters from Precessing Magnetars with Evolving Obliquity
por: Feng, Xin-Ming, et al.
Publicado: (2024)

A Thorough Search for Short Timescale Periodicity in Four Active Repeating Fast Radio Bursts
por: Du, Chen, et al.
Publicado: (2023)

The BINGO Project IX: Search for Fast Radio Bursts -- A Forecast for the BINGO Interferometry System
por: Santos, Marcelo V. dos, et al.
Publicado: (2023)

Electric-Field Reconstruction for Radio Detection of Inclined Air Showers in Three Polarizations
por: Zhang, Kewen, et al.
Publicado: (2025)

Multi-Messenger Modeling of Low-Luminosity Gamma-Ray Bursts
por: Yu, Shiqi, et al.
Publicado: (2026)

Multi-wavelength and Multi-messenger Counterparts of Fast Radio Bursts
por: Zhang, Bing
Publicado: (2024)

The Origins of Narrow Spectra of Fast Radio Bursts
por: Kumar, Pawan, et al.
Publicado: (2024)

A Proposal for a Fast Infrared Bursts Detector
por: Drago, Alessandro, et al.
Publicado: (2024)

DRAFTS: A Deep Learning-Based Radio Fast Transient Search Pipeline
por: Zhang, Yong-Kun, et al.
Publicado: (2024)

Polarization Angle Orthogonal Jumps in Fast Radio Bursts
por: Qu, Yuanhong, et al.
Publicado: (2025)

Coherent Inverse Compton Scattering in Fast Radio Bursts Revisited
por: Qu, Yuanhong, et al.
Publicado: (2024)

A Search for Rotation Measure Flare Candidates in Repeating Fast Radio Bursts
por: Li, Ye
Publicado: (2026)

Exploring the intermittency of magnetohydrodynamic turbulence by synchrotron polarization radiation
por: Wang, Ru-Yue, et al.
Publicado: (2024)

Comparative analysis of machine learning techniques for feature selection and classification of Fast Radio Bursts
por: Júnior, Ailton J. B., et al.
Publicado: (2025)

Cosmological Parameter Estimate from Persistent Radio Sources of Fast Radio Bursts
por: Zhang, Zi-Liang, et al.
Publicado: (2025)

Application of Deep Learning Methods for Distinguishing Gamma-Ray Bursts from Fermi/GBM TTE Data
por: Zhang, Peng, et al.
Publicado: (2023)

The Variability of Persistent Radio Sources of Fast Radio Bursts
por: Yang, Ai Yuan, et al.
Publicado: (2024)