Revised classification of the CHIME fast radio bursts with machine learning
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Liang, Lin, Hai-Nan, Tang, Li |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Machine learning classification of baseband data of CHIME FRBs
by: Madheshwaran, Mohanraj, et al.
Published: (2025)
by: Madheshwaran, Mohanraj, et al.
Published: (2025)
Neural networks in the search for fast radio bursts with RATAN-600
by: Kudryavtsev, D. O., et al.
Published: (2025)
by: Kudryavtsev, D. O., et al.
Published: (2025)
Revised Constraints on the fast radio burst population from the first CHIME/FRB catalog
by: Lin, Hai-Nan, et al.
Published: (2023)
by: Lin, Hai-Nan, et al.
Published: (2023)
Trial dispersion measure spacing in fast radio burst searches with HEIMDALL
by: Keane, E. F., et al.
Published: (2026)
by: Keane, E. F., et al.
Published: (2026)
CHIME/Slow overview and pilot survey: A new backend to search for second-duration radio transients with the CHIME telescope
by: Mate, Sujay, et al.
Published: (2026)
by: Mate, Sujay, et al.
Published: (2026)
A PINK update: Improvements to the CELEBI fast radio burst data reduction and analysis pipeline
by: Glowacki, M., et al.
Published: (2026)
by: Glowacki, M., et al.
Published: (2026)
A fast radio burst localized at detection to an edge-on galaxy using very-long-baseline interferometry
by: Cassanelli, Tomas, et al.
Published: (2023)
by: Cassanelli, Tomas, et al.
Published: (2023)
Predictability of bursts of a recurrent nova using topological data analysis and machine learning
by: Morales-Gil, Ignacio
Published: (2025)
by: Morales-Gil, Ignacio
Published: (2025)
Finding radio transients with anomaly detection and active learning based on volunteer classifications
by: Andersson, Alex, et al.
Published: (2024)
by: Andersson, Alex, et al.
Published: (2024)
CHIME/FRB Outriggers: Design Overview
by: FRB Collaboration, et al.
Published: (2025)
by: FRB Collaboration, et al.
Published: (2025)
Denoising radio pulses from air showers using machine-learning methods
by: Benoit-Lévy, Aurélien, et al.
Published: (2025)
by: Benoit-Lévy, Aurélien, et al.
Published: (2025)
Explainable machine learning classification of \textit{Chandra} X-ray sources: SHAP analysis of multi-wavelength features
by: Kumaran, Shivam, et al.
Published: (2026)
by: Kumaran, Shivam, et al.
Published: (2026)
flashcurve: A machine-learning approach for the simple and fast generation of adaptive-binning light curves with Fermi-LAT data
by: Glauch, Theo, et al.
Published: (2024)
by: Glauch, Theo, et al.
Published: (2024)
A VLBI Calibrator Grid at 600MHz for Fast Radio Transient Localizations with CHIME/FRB Outriggers
by: Andrew, Shion, et al.
Published: (2024)
by: Andrew, Shion, et al.
Published: (2024)
Revealing Hidden Repeaters in the CHIME/FRB Catalog: Semi-Supervised Insights into the Fast Radio Burst Population
by: Mankatwit, N., et al.
Published: (2025)
by: Mankatwit, N., et al.
Published: (2025)
TONE: A CHIME/FRB Outrigger Pathfinder for localizations of Fast Radio Bursts using Very Long Baseline Interferometry
by: Sanghavi, Pranav, et al.
Published: (2023)
by: Sanghavi, Pranav, et al.
Published: (2023)
A VLBI Calibration System with Real-time Pulsar Gating for FRB Localization using CHIME/FRB Outriggers
by: Pearlman, Aaron B.
Published: (2024)
by: Pearlman, Aaron B.
Published: (2024)
The Second CHIME/FRB Catalog of Fast Radio Bursts
by: FRB Collaboration, et al.
Published: (2026)
by: FRB Collaboration, et al.
Published: (2026)
Comparative analysis of machine learning techniques for feature selection and classification of Fast Radio Bursts
by: Júnior, Ailton J. B., et al.
Published: (2025)
by: Júnior, Ailton J. B., et al.
Published: (2025)
Machine learning driven reconstruction of cosmic-ray air showers for next generation radio arrays
by: Koundal, Paras
Published: (2025)
by: Koundal, Paras
Published: (2025)
Classification of Fermi-LAT unassociated sources with machine learning in the presence of dataset shifts
by: Malyshev, Dmitry V.
Published: (2024)
by: Malyshev, Dmitry V.
Published: (2024)
Gamma-ray burst light curve reconstruction with predictive models
by: A., Zhunuskanov, et al.
Published: (2025)
by: A., Zhunuskanov, et al.
Published: (2025)
Overview of the ECLAIRs Trigger for SVOM gamma-ray burst detection
by: Schanne, S., et al.
Published: (2026)
by: Schanne, S., et al.
Published: (2026)
Methods of machine learning for the analysis of cosmic rays mass composition with the KASCADE experiment data
by: Kuznetsov, M. Yu., et al.
Published: (2023)
by: Kuznetsov, M. Yu., et al.
Published: (2023)
Neutron star envelopes with machine learning: a single-hidden-layer neural network application
by: Kovlakas, K., et al.
Published: (2025)
by: Kovlakas, K., et al.
Published: (2025)
Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling
by: Seen, Leo, et al.
Published: (2025)
by: Seen, Leo, et al.
Published: (2025)
The detectability of high-redshift gamma-ray bursts near-infrared afterglows with CAGIRE
by: Fortin, Francis, et al.
Published: (2024)
by: Fortin, Francis, et al.
Published: (2024)
Ghosts of eruptions past: Searching for historical Galactic supernovae using variable thermal dust echoes and machine learning
by: Vega, Justin, et al.
Published: (2026)
by: Vega, Justin, et al.
Published: (2026)
Evolution and afterglow emission of gamma-ray burst jets from binary neutron star mergers
by: Dreas, Emma, et al.
Published: (2026)
by: Dreas, Emma, et al.
Published: (2026)
Analytical description of the radio Cherenkov cone
by: Decoene, Valentin, et al.
Published: (2025)
by: Decoene, Valentin, et al.
Published: (2025)
Simulation of radio signals from cosmic-ray cascades in air and ice as observed by in-ice Askaryan radio detectors
by: De Kockere, Simon, et al.
Published: (2024)
by: De Kockere, Simon, et al.
Published: (2024)
Long gamma-ray burst light curves as the result of a common stochastic pulse-avalanche process
by: Bazzanini, Lorenzo, et al.
Published: (2024)
by: Bazzanini, Lorenzo, et al.
Published: (2024)
GALI -- A GAmma-ray burst Localizing Instrument: Results from Full Size Engineering Model
by: Saleh-Natur, Julia, et al.
Published: (2024)
by: Saleh-Natur, Julia, et al.
Published: (2024)
Unsupervised Machine Learning for Classifying CHIME Fast Radio Bursts and Investigating Empirical Relations
by: Qiang, Da-Chun, et al.
Published: (2024)
by: Qiang, Da-Chun, et al.
Published: (2024)
Fires in the deep: The luminosity distribution of early-time gamma-ray-burst afterglows in light of the Gamow Explorer sensitivity requirements
by: Kann, D. A., et al.
Published: (2024)
by: Kann, D. A., et al.
Published: (2024)
Searching for short-timescale radio anomalies using nonlinear dimensionality reduction techniques
by: Yang, X., et al.
Published: (2024)
by: Yang, X., et al.
Published: (2024)
Likelihood reconstruction of radio signals of neutrinos and cosmic rays
by: Ravn, Martin, et al.
Published: (2024)
by: Ravn, Martin, et al.
Published: (2024)
Reassessing high-energy emission correlations in gamma-ray bursts using a large, homogeneous sample of X-ray afterglows
by: Vigliano, A. A., et al.
Published: (2026)
by: Vigliano, A. A., et al.
Published: (2026)
Identifying pulsar candidates in interferometric radio images using scintillation
by: Salal, Jitendra, et al.
Published: (2024)
by: Salal, Jitendra, et al.
Published: (2024)
Simulating radio emission from particle cascades with CORSIKA 8
by: Alameddine, J. M., et al.
Published: (2024)
by: Alameddine, J. M., et al.
Published: (2024)
Similar Items
-
Machine learning classification of baseband data of CHIME FRBs
by: Madheshwaran, Mohanraj, et al.
Published: (2025) -
Neural networks in the search for fast radio bursts with RATAN-600
by: Kudryavtsev, D. O., et al.
Published: (2025) -
Revised Constraints on the fast radio burst population from the first CHIME/FRB catalog
by: Lin, Hai-Nan, et al.
Published: (2023) -
Trial dispersion measure spacing in fast radio burst searches with HEIMDALL
by: Keane, E. F., et al.
Published: (2026) -
CHIME/Slow overview and pilot survey: A new backend to search for second-duration radio transients with the CHIME telescope
by: Mate, Sujay, et al.
Published: (2026)