Detecting stellar flares in photometric data using hidden Markov models

J. Arturo Esquivel, Yunyi Shen, Vianey Leos-Barajas +5

We present a hidden Markov model (HMM) for discovering stellar flares in light curve data of stars. HMMs provide a framework to model time series data that are not stationary; they…