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Solar Flare Prediction
Solar Flare Prediction
Solar flare prediction in heliophysics
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Showing 11–20 of 27 papers
Title
Date
Tasks
Status
Hype
Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers
Feb 5, 2024
Solar Flare Prediction
Time Series
—
Unverified
0
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions
Sep 25, 2023
Sensitivity
Solar Flare Prediction
—
Unverified
0
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks
Sep 8, 2023
Solar Flare Prediction
Weather Forecasting
Code
Code Available
0
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations
Aug 30, 2023
Solar Flare Prediction
Code
Code Available
0
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting
Aug 4, 2023
Data Augmentation
Solar Flare Prediction
Code
Code Available
0
Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods
Jul 29, 2023
Data Augmentation
Prediction
Code
Code Available
0
Solar Active Region Magnetogram Image Dataset for Studies of Space Weather
May 16, 2023
Multi-class Classification
Solar Flare Prediction
—
Unverified
0
Incorporating Polar Field Data for Improved Solar Flare Prediction
Dec 4, 2022
Mixture-of-Experts
Prediction
—
Unverified
0
Shapelet-Based Counterfactual Explanations for Multivariate Time Series
Aug 22, 2022
counterfactual
Counterfactual Explanation
Code
Code Available
0
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting
Aug 11, 2022
Prediction
regression
Code
Code Available
0
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