Six-hour Prediction of Interplanetary Magnetic Field Bz Profiles for Strong Southward Cases by Deep Learning
In this study, we develop deep learning models to forecast the 6 hr interplanetary magnetic field (IMF) B _z component for southward cases. The models are based on a bidirectional long short-term memory method, and input parameters are solar wind data ( V , N , T ) and IMF components ( B _t , B _x ,...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IOP Publishing
2025-01-01
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| Series: | The Astrophysical Journal |
| Subjects: | |
| Online Access: | https://doi.org/10.3847/1538-4357/adc445 |
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