Detecting and Classifying Flares in High-resolution Solar Spectra with Supervised Machine Learning

Flares are a well-studied aspect of the Sun’s magnetic activity. Detecting and classifying solar flares can inform the analysis of contamination caused by stellar flares in exoplanet transmission spectra. In this paper, we present a standardized procedure to classify solar flares with the aid of sup...

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Bibliographic Details
Published in:The Astrophysical Journal
Main Authors: Nicole Hao, Laura Flagg, Ray Jayawardhana
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Subjects:
Online Access:https://doi.org/10.3847/1538-4357/ad5be3