Detection of kink oscillations in solar coronal loops by a CNN-LSTM neural network

Sergey A. Belov, Yu Zhong, Dmitrii Y. Kolotkov +1

A hybrid machine learning model which combines a shallow convolutional neural network and a long short-term memory network (CNN--LSTM), has been developed to automate the detection…