Predicting Solar Flares with Machine Learning: Investigating Solar Cycle Dependence
Author:
Funder
NSF
NASA
Publisher
American Astronomical Society
Subject
Space and Planetary Science,Astronomy and Astrophysics
Link
https://iopscience.iop.org/article/10.3847/1538-4357/ab89ac/pdf
Reference43 articles.
1. Solar Flare Prediction Using Advanced Feature Extraction, Machine Learning, and Feature Selection
2. SOLAR FLARE PREDICTION USINGSDO/HMI VECTOR MAGNETIC FIELD DATA WITH A MACHINE-LEARNING ALGORITHM
3. The Helioseismic and Magnetic Imager (HMI) Vector Magnetic Field Pipeline: SHARPs – Space-Weather HMI Active Region Patches
4. Optimization Methods for Large-Scale Machine Learning
5. PREDICTION OF SOLAR FLARE SIZE AND TIME-TO-FLARE USING SUPPORT VECTOR MACHINE REGRESSION
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