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08/30/2023
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations
This study progresses solar flare prediction research by presenting a fu...
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08/04/2023
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting
This paper presents a post hoc analysis of a deep learning-based full-di...
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07/29/2023
Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods
This paper contributes to the growing body of research on deep learning ...
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05/03/2021
All-Clear Flare Prediction Using Interval-based Time Series Classifiers
An all-clear flare prediction is a type of solar flare forecasting that ...
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03/12/2021
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
We present a case study of solar flare forecasting by means of metadata ...
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11/20/2019