Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active
Region Data

Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data

7 April 2022

Yang Chen

Papers citing "Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data"

12 / 12 papers shown

Title
Large Scale Evaluation of Deep Learning-based Explainable Solar Flare Forecasting Models with Attribution-based Proximity Analysis Temitope Adeyeha Chetraj Pandey Berkay Aydin FAtt 78 0 0 27 Nov 2024
Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution Francesco P. Ramunno Hyun-Jin Jeong S. Hackstein A. Csillaghy Slava Voloshynovskiy M. Georgoulis DiffM MedIm 31 1 0 16 Jul 2024
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations Chetraj Pandey Anli Ji Trisha Nandakumar R. Angryk Berkay Aydin 19 6 0 30 Aug 2023
Probabilistic solar flare forecasting using historical magnetogram data Kiera van der Sande A. Muñoz-Jaramillo Subhamoy Chatterjee AI4CE 11 3 0 29 Aug 2023
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting Chetraj Pandey R. Angryk M. Georgoulis Berkay Aydin 17 6 0 04 Aug 2023
Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods Chetraj Pandey R. Angryk Berkay Aydin FAtt 11 10 0 29 Jul 2023
Minimum-Risk Recalibration of Classifiers Zeyu Sun Dogyoon Song Alfred Hero 38 5 0 18 May 2023
Solar Active Region Magnetogram Image Dataset for Studies of Space Weather L. Boucheron Ty Vincent Jeremy A. Grajeda Ellery Wuest 17 1 0 16 May 2023
Ensemble Learning for CME Arrival Time Prediction Khalid A. Alobaid Jinqiao Wang 11 0 0 29 Apr 2023
Incorporating Polar Field Data for Improved Solar Flare Prediction Mehmet Aktukmak Zeyu Sun M. Bobra T. Gombosi Ward B. Manchester IV Yang Chen Alfred Hero 16 4 0 04 Dec 2022
Solar Flare Index Prediction Using SDO/HMI Vector Magnetic Data Products with Statistical and Machine Learning Methods Hewei Zhang Qin Li Yanxing Yang J. Jing Jinqiao Wang Haimin Wang Zuofeng Shang 16 12 0 28 Sep 2022
Operational solar flare forecasting via video-based deep learning Sabrina Guastavino Francesco Marchetti F. Benvenuto C. Campi Michele Piana 33 10 0 12 Sep 2022