Classification of Solar Radio Spectrum Based on Swin Transformer

Classification of Solar Radio Spectrum Based on Swin Transformer

Solar radio observation is a method used to study the Sun. It is very important for space weather early warning and solar physics research to automatically classify solar radio spectrums in real time and judge whether there is a solar radio burst. As the number of solar radio burst spectrums is smal...

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Bibliographic Details
Main Authors: Jian Chen, Guowu Yuan, Hao Zhou, Chengming Tan, Lei Yang, Siqi Li
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Universe
Subjects:
solar radio spectrum
deep learning
self-attentional mechanism
transfer learning
Swin transformer
Online Access:https://www.mdpi.com/2218-1997/9/1/9

Internet

https://www.mdpi.com/2218-1997/9/1/9

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