Deep Learning in Solar Astronomy
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Chapter 1: Introduction
Chapter 2: Classical deep learning models
Chapter 3: Deep learning in solar image classification tasks
Chapter 4: Deep learning in solar object detection tasks
- Active Region (AR) detection
- EUV waves detectionChapter 5: Deep learning in solar image generation tasks
- Deconvolution of aperture synthesis- Recovering over-exposed solar image
- Generating magnetogram from EUV image
- Generating magnetogram from H-alphaChapter 6: Deep learning in solar forecasting tasks
- Flare forecast
- F10.7c forecast
Format:Paperback
Language:English
ISBN:9811927456
ISBN13:9789811927454
Release Date:May 2022
Publisher:Springer
Length:92 Pages
Weight:0.36 lbs.
Dimensions:0.2" x 6.1" x 9.2"
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