Imagen de Portada

A Challenge of Developing a Classifier for Multi-Band Classification of Variable Stars

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Xu, Xiao-Hui, Zhu, Qing-Feng, Li, Xu-Zhi, Zheng, Hang, Qiu, Jin-Sheng
Formato:	Preprint
Publicado:	2025
Materias:	Instrumentation and Methods for Astrophysics Astrophysics of Galaxies Solar and Stellar Astrophysics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Empirically Predicted Absolute Magnitudes for Red Clump Stars in Mephisto and CSST Filters
por: Yu, Zheng, et al.
Publicado: (2025)

Variable Star Light Curves in Koopman Space
por: Mekhaël, Nicolas, et al.
Publicado: (2024)

Metallicities of 20 Million Giant Stars Based on Gaia XP spectra
por: Yang, Lin, et al.
Publicado: (2025)

Estimating Stellar Atmospheric Parameters and [α/Fe] for LAMOST O-M type Stars Using a Spectral Emulator
por: Liang, Jun-chao, et al.
Publicado: (2024)

Refined M-type Star Catalog from LAMOST DR10: Measurements of Radial Velocities, $T_\text{eff}$, log $g$, [M/H] and [$α$/M]
por: Li, Shuo, et al.
Publicado: (2025)

IdentYS: A Python-Based Tool for Identifying Young Stars in Star-Forming Regions
por: Nikoghosyan, E., et al.
Publicado: (2025)

Classifying white dwarfs from multi-object spectroscopy surveys with machine learning
por: Munday, James, et al.
Publicado: (2026)

Very Massive Stars with the Habitable Worlds Observatory
por: Martins, Fabrice, et al.
Publicado: (2025)

Habitable Worlds Observatory: The Nature of the First Stars
por: Roederer, Ian U., et al.
Publicado: (2025)

Adding RR Lyrae $y$-Band Template Light Curves to gatspy
por: Ngeow, Chow-Choong, et al.
Publicado: (2024)

The Variable Sources in the Gaia archive
por: Eyer, Laurent
Publicado: (2024)

Crowdsourcing Star-Formation Research and the Power of Participatory Science
por: Wolf-Chase, Grace, et al.
Publicado: (2025)

The Variable Sky Through the OGLE Eye
por: Iwanek, Patryk
Publicado: (2025)

A Generalist Model Including Evolved Star Mass and Age
por: Zhang, Mengmeng, et al.
Publicado: (2026)

StarEstate: A Python Package for Galactic Population Synthesis
por: Romagnolo, Amedeo
Publicado: (2025)

Spectropolarimetry for Discerning Geometry and Structure in Circumstellar Media of Hot Massive Stars
por: Ignace, Richard, et al.
Publicado: (2025)

Millions of Main-Sequence Binary Stars from Gaia BP/RP Spectra
por: Li, Jiadong, et al.
Publicado: (2025)

COSMIC-S: a photometric Catalogue of Observed Stars in the Small MagellanIc Cloud
por: Franco, A., et al.
Publicado: (2025)

Predicting Stellar Metallicity: A Comparative Analysis of Regression Models for Solar Twin Stars
por: Narkedimilli, Sathwik, et al.
Publicado: (2024)

Identification of Star Clusters in M31 from PAndAS Images Based on Deep Learning
por: Zhang, Baisong, et al.
Publicado: (2025)

COSMIC-L: A Photometric Catalog of Observed Stars in the Large MagellanIc Cloud
por: Franco, A., et al.
Publicado: (2025)

VarWISE: Infrared Variability via NEOWISE Single Exposure Photometry
por: Paz, Matthew, et al.
Publicado: (2026)

MCI: Multi-Channel Imager on the Chinese Space Station Survey Telescope
por: Zheng, Zhen-Ya, et al.
Publicado: (2025)

Star-by-star dynamical evolution of the physical pair of the Collinder 135 and UBC 7 open clusters
por: Ishchenko, Maryna, et al.
Publicado: (2024)

Physical Parameters of Stars in NGC 6397 Using ANN-Based Interpolation and Full Spectrum Fitting
por: Kumar, Nitesh, et al.
Publicado: (2025)

StarFlow: Leveraging Normalizing Flows for Stellar Age Estimation in SDSS-V DR19
por: Stone-Martinez, Alexander, et al.
Publicado: (2025)

BROWDIE: a New Machine Learning Model for Searching T&Y Dwarfs Using the UKIDSS J, H, K Band Survey
por: Kang, Gwujun, et al.
Publicado: (2024)

Science Enabled by a 30-Meter-Class Telescope in the Northern Hemisphere: Massive Stars at Low Metallicity
por: Garcia, Miriam, et al.
Publicado: (2025)

Calibration of Uncertainties of the Gaia DR3 Catalog Based on Data on Wide Binary Stars of the Galaxy Field
por: Kovaleva, Dana A.
Publicado: (2024)

Illuminating Youth: Decades of Mid-Infrared Variability and Color Evolution of Young Stellar Objects
por: S., Neha, et al.
Publicado: (2025)

HST Survey of the Orion Nebula Cluster in ACS/Visible and WFC3/IR Bands. IV. A Bayesian multi-wavelength study of stellar parameters in the ONC
por: Strampelli, Giovanni M., et al.
Publicado: (2024)

X-Shooting ULLYSES: Massive Stars at low metallicity II. DR1: Advanced optical data products for the Magellanic Clouds
por: Sana, H., et al.
Publicado: (2024)

Smart Kanata: A Framework for Autonomous Decision Making in Rapid Follow-up Observations of Cataclysmic Variables
por: Uemura, Makoto, et al.
Publicado: (2024)

Introducing SESHAT: A Tool for Object Classification from JWST Catalogs
por: Crompvoets, B. L., et al.
Publicado: (2025)

Filter Design for Estimation of Stellar Metallicity: Insights from Experiments with Gaia XP Spectra
por: Xiao, Kai, et al.
Publicado: (2024)

200,000+ Deep Learning-inferred Periods of Stellar Variability from the All-Sky Automated Survey for Supernovae
por: Schochet, Meir E., et al.
Publicado: (2025)

Attaining Spectral Energy Distributions With Sub-Percent Uncertainties: All-Sky DA White Dwarf Spectrophotometric Standard Stars For Large Telescopes And Surveys
por: Saha, Abhijit, et al.
Publicado: (2026)

Classification of Wolf Rayet stars using Ensemble-based Machine Learning algorithms
por: Kar, Subhajit, et al.
Publicado: (2024)

Synthetic Spectroscopy for White Dwarf Classification: Addressing Label Uncertainty and Class Imbalance
por: Vincent, Olivier, et al.
Publicado: (2025)

Testing and Combining Transient Spectral Classification Tools on 4MOST-like Blended Spectra
por: Milligan, Andrew, et al.
Publicado: (2025)