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20222026
most citedAstroconformer: The Prospects of Analyzing Stellar Light Curves with Transformer-Based Deep Learning Models

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astro-ph.SR2022

Astroconformer: Inferring Surface Gravity of Stars from Stellar Light Curves with Transformer

Jiashu Pan, Yuan-Sen Ting, Jie Yu

We introduce Astroconformer, a Transformer-based model to analyze stellar light curves from the Kepler mission. We demonstrate that Astrconformer can robustly infer the stellar sur…