X-ray Forecast method of Major Solar X-ray Flare Flux Profiles Using a Novel Deep Learning Method

摘要

A prediction system for performing a method of predicting a solar X-ray flare flux profile using a deep learning technique according to the present invention is provided. The prediction system generates the output of the LSTM layer by receiving the solar X-ray flare flux in units of every minute as an input, and passes the output of the LSTM layer to a fully-connected layer to generate the constructed embedded information. configured encoder; and a decoder configured to perform an X-ray flare flux prediction process of predicting solar X-ray flare flux using information from the encoder.