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Rafal A. Angryk — most-cited papers & profile · Time Series
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Rafal A. Angryk
10
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Most-cited papers
Improving Solar Flare Prediction by Time Series Outlier Detection
2022
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting
2022
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting
2023
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations
2023
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks
2023
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions
2023
FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder
2024
Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction
2024
Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting
2024
Top co-authors
Chetraj Pandey
· 6
Berkay Aydin
· 5
Anli Ji
· 4
Junzhi Wen
· 2
Azim Ahmadzadeh
· 1
Dustin J. Kempton
· 1
Jinsu Hong
· 1
Manolis K. Georgoulis
· 1
Manolis K. Georgoulis and Berkay Aydin
· 1
Md Reazul Islam
· 1
Trisha Nandakumar
· 1
Yang Chen
· 1
Topics
cs.LG
astro-ph.SR
astro-ph.IM
cs.AI
cs.CV
physics.space-ph
physics.geo-ph