2 papers
cs.LG2026
StellarF: A Physics-Informed LoRA Framework for Stellar Flare Forecasting with Historical & Statistical Data
Tianyu Su, Zhiqiang Zou, Qingyu Lu +4
Stellar flare forecasting represents a critical frontier in astrophysics, offering profound insights into stellar activity mechanisms and exoplanetary habitability assessments. Yet…
astro-ph.SR2025
Identifying eclipsing binary stars with TESS data based on a new hybrid deep learning model
Ying Shan, Jing Chen, Zichong Zhang +3
Eclipsing binary systems (EBs), as foundational objects in stellar astrophysics, have garnered significant attention in recent years. These systems exhibit periodic decreases in li…