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20212026
most citedTowards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting

31 citations · 59 across the 11 of their papers we have counts for

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cs.LG2023

Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks

Chetraj Pandey, Anli Ji, Rafal A. Angryk +1

Solar flare prediction is a central problem in space weather forecasting and recent developments in machine learning and deep learning accelerated the adoption of complex models fo…

astro-ph.SR2023

Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations

Chetraj Pandey, Anli Ji, Trisha Nandakumar +2

This study progresses solar flare prediction research by presenting a full-disk deep-learning model to forecast M-class solar flares and evaluating its efficacy on both centr…