Cover Image

A neural network model for quickly solving multiple-band light curves of contact binaries

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Kai, Wang, Li-Heng, Gao, Xiang
Format:	Preprint
Published:	2025
Subjects:	Solar and Stellar Astrophysics Instrumentation and Methods for Astrophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multiband neural network classification of ZTF light curves as LSST proxies
by: Szklenár, Tamás, et al.
Published: (2025)

EBOP MAVEN: A machine learning model for predicting eclipsing binary light curve fitting parameters
by: Overall, Stephen, et al.
Published: (2025)

Orbital inclination estimates for overcontact binaries using the derivatives of light curves
by: Kouzuma, Shinjirou
Published: (2026)

Mass ratio estimates for overcontact binaries using the derivatives of light curves
by: Kouzuma, Shinjirou
Published: (2023)

EBOP MAVEN: A machine learning model to estimate the input parameters for analytic fitting of detached eclipsing binary light curves
by: Overall, Stephen, et al.
Published: (2025)

A useful representation of TESS light curves
by: Poznanski, Dovi
Published: (2026)

The first Palomar Gattini-IR catalog of J-band light curves: construction and public data release
by: Murakawa, Shion, et al.
Published: (2024)

The Phenomenological Classification of TESS Eclipsing Binaries
by: Liu, Shi-Qi, et al.
Published: (2026)

Distinguishing between light curves of ellipsoidal variables with massive dark companions, contact binaries, and semidetached binaries using principal component analysis
by: Pešta, Milan, et al.
Published: (2024)

Identifying eclipsing binary stars with TESS data based on a new hybrid deep learning model
by: Shan, Ying, et al.
Published: (2025)

The new compact triple system: discovery of bright third star around contact binary using LAMOST-MRS spectra and photometry
by: Kovalev, Mikhail, et al.
Published: (2025)

Automated eccentricity measurement from raw eclipsing binary light curves with intrinsic variability
by: IJspeert, Luc W., et al.
Published: (2024)

Denoising medium resolution stellar spectra with neural networks
by: Pál, Balázs, et al.
Published: (2024)

Multi-band infrared imaging reveals dusty spiral arcs around the binary B[e] star 3 Puppis
by: Abello, M., et al.
Published: (2025)

Machine learning-based classification of variable stars using phase-folded light curves
by: Akhmetali, Almat, et al.
Published: (2025)

Identify main-sequence binaries from the Chinese Space Station Telescope Survey with machine learning
by: Li, Jia-jia, et al.
Published: (2025)

Denoising medium resolution stellar spectra with U-Net convolutional neural networks
by: Pál, Balázs, et al.
Published: (2025)

Detecting quasi-periodic pulsations in solar and stellar flares with a neural network
by: Belov, Sergey A., et al.
Published: (2024)

A method for statistical research on binary stars using radial velocities
by: Feng, Luo, et al.
Published: (2025)

Application of Convolutional Neural Networks to time domain astrophysics. 2D image analysis of OGLE light curves
by: Monsalves, N., et al.
Published: (2024)

On the Performances of Estimating Stellar Atmospheric Parameters from CSST Broad-band Photometry
by: Shi, Ruifeng, et al.
Published: (2024)

Multi-modal encoder-decoder neural network for forecasting solar wind speed at L1
by: Dhuri, Dattaraj B., et al.
Published: (2025)

Bypassing the static input size of neural networks in flare forecasting by using spatial pyramid pooling
by: Vong, Philippe, et al.
Published: (2025)

The TEQUILA catalog of variables in TESS full-frame images: Differential photometry light curves from the first two years of observations
by: Ogunwale, Bisi Bernard, et al.
Published: (2025)

Experiments in binary evolution
by: Geier, Stephan, et al.
Published: (2026)

A new code for low-resolution spectral identification of white dwarf binary candidates
by: Liu, Genghao, et al.
Published: (2024)

A catalogue of dual-field interferometric binary calibrators
by: Nowak, M., et al.
Published: (2024)

A survey for variable young stars with small telescopes: X -- Comparing stochastic YSO light curve
by: Ryan, Benjamin W., et al.
Published: (2025)

TV Mon -- post mass transfer Algol type binary with $δ$ Scuti pulsations in primary component
by: Kovalev, Mikhail, et al.
Published: (2024)

Estimating stellar atmospheric parameters and elemental abundances using fully connected residual network
by: Li, Shuo, et al.
Published: (2025)

Eclipsing binary classification with machine learning techniques
by: Keskin, Bedri, et al.
Published: (2026)

A comparison of G-band brightness as a proxy-magnetometer in various magnetic configurations
by: Shukla, Malay, et al.
Published: (2026)

A neural network approach to determining photometric metallicities of M-type dwarf stars
by: Duque-Arribas, C., et al.
Published: (2025)

On the use of field RR Lyrae as Galactic probes VII. light curve templates in the LSST photometric system
by: Braga, V. F., et al.
Published: (2024)

Identification of false positive double-lined spectroscopic binaries in LAMOST-MRS data due to moonlight contamination
by: Wang, Zhoulin, et al.
Published: (2026)

On the detectability and parameterisation of binary stars through spectral energy distributions
by: Jadhav, Vikrant V.
Published: (2024)

Dyad: a binary-star dynamics and statistics library for Python
by: Gration, Amery
Published: (2026)

Tracing the evolution of short-period binaries with super-synchronous fast rotators
by: Britavskiy, N., et al.
Published: (2024)

Expanding stellar horizons with polarized light
by: Vandersnickt, J., et al.
Published: (2025)

A search for Be stars in multiple systems within the solar neighborhood
by: Kalari, V. M., et al.
Published: (2025)