2 papers
astro-ph.SR2026
Extreme Solar Flare Prediction Using Residual Networks with HMI Magnetograms and Intensitygrams
Juyoung Yun, Jungmin Shin
Solar flares, especially C, M, and X class, pose significant risks to satellite operations, communication systems, and power grids. We present a novel approach for predicting extre…
astro-ph.SR2024
Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and ARIMA-LSTM Networks
Juyoung Yun, Jungmin Shin
In the era of space exploration, coronal holes on the sun play a significant role due to their impact on satellites and aircraft through their open magnetic fields and increased so…