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20192023
most citedPredicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data

78 citations · 215 across the 6 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

astro-ph.SR2019★ 2 cited

Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering

Hu Sun, Ward Manchester, Zhenbang Jiao +2

We conduct a post hoc analysis of solar flare predictions made by a Long Short Term Memory (LSTM) model employing data in the form of Space-weather HMI Active Region Patches (SHARP…

astro-ph.SR2019★ 59 cited

Solar Flare Intensity Prediction with Machine Learning Models

Zhenbang Jiao, Hu Sun, Xiantong Wang +4

We develop a mixed Long Short Term Memory (LSTM) regression model to predict the maximum solar flare intensity within a 24-hour time window 024, 630, 1236 and 24$…