3 papers
astro-ph.IM2025
Multiband neural network classification of ZTF light curves as LSST proxies
Tamás Szklenár, Attila Bódi, Róbert Szabó
In this project we use data obtained by Zwicky Transient Facility to develop and test a neural-network-based, multiband classification algorithm to classify periodic variable stars…
astro-ph.SR2025
Detection of Oscillation-like Patterns in Eclipsing Binary Light Curves using Neural Network-based Object Detection Algorithms
Burak UlaÅ, Tamás Szklenár, Róbert Szabó
The primary aim of this research is to evaluate several convolutional neural network-based object detection algorithms for identifying oscillation-like patterns in light curves of…
astro-ph.SR2024
A theoretical framework for BL Her stars III. A case study: Robust light curve optimisation in the LMC
Susmita Das, László Molnár, Gábor B. Kovács +8
We carry out an extensive light curve comparison of BL Her stars using observations from Gaia DR3 and stellar pulsation models computed using MESA-RSP with the goal to obtain the b…