Flares & flaring stars from TESS & machine learning

We apply multialgorithm machine learning models to TESS 2min survey data from Sectors 1-72 to identify stellar flares. Models trained with deep neural network, random forest,...我们将多算法机器学习模型应用于凌日系外行星巡天卫星（Transiting Exoplanet Survey Satellite, TESS）1至72号观测扇区的2分钟巡天数据，以识别恒星耀斑。所使用的模型经深度神经网络（Deep Neural Network）、随机森林（Random Forest）等算法训练得到。