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This research intends to evaluate the use of artificial neural networks to forecast the solar x-ray flux time series, in order to predict the occurrence of solar flares. So far, the network is capable of predicting one minute ahead into the time series with good accuracy.

Solar Activity Prediction via Artificial Neural Networks applied to X-ray Flux Data