How Long to Read Deep Learning in Solar Astronomy

How Long Does it Take to Read Deep Learning in Solar Astronomy?

It takes the average reader 1 hour and 44 minutes to read Deep Learning in Solar Astronomy by Long Xu

Assuming a reading speed of 250 words per minute. Learn more

Description

The volume of data being collected in solar astronomy has exponentially increased over the past decade and we will be entering the age of petabyte solar data. Deep learning has been an invaluable tool exploited to efficiently extract key information from the massive solar observation data, to solve the tasks of data archiving/classification, object detection and recognition. Astronomical study starts with imaging from recorded raw data, followed by image processing, such as image reconstruction, inpainting and generation, to enhance imaging quality. We study deep learning for solar image processing. First, image deconvolution is investigated for synthesis aperture imaging. Second, image inpainting is explored to repair over-saturated solar image due to light intensity beyond threshold of optical lens. Third, image translation among UV/EUV observation of the chromosphere/corona, Ha observation of the chromosphere and magnetogram of the photosphere is realized by using GAN, exhibiting powerful image domain transfer ability among multiple wavebands and different observation devices. It can compensate the lack of observation time or waveband. In addition, time series model, e.g., LSTM, is exploited to forecast solar burst and solar activity indices. This book presents a comprehensive overview of the deep learning applications in solar astronomy. It is suitable for the students and young researchers who are major in astronomy and computer science, especially interdisciplinary research of them.

How long is Deep Learning in Solar Astronomy?

Deep Learning in Solar Astronomy by Long Xu is 103 pages long, and a total of 26,059 words.

This makes it 35% the length of the average book. It also has 32% more words than the average book.

How Long Does it Take to Read Deep Learning in Solar Astronomy Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 22 minutes to read Deep Learning in Solar Astronomy aloud.

What Reading Level is Deep Learning in Solar Astronomy?

Deep Learning in Solar Astronomy is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Deep Learning in Solar Astronomy?

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