In the last decades, large amounts of data from different telescopes have accumulated. However, it is difficult to compare them due to paintings, lifting methods and technical characteristics of equipment. The new AI system solves this problem by combining information into a single model.
The algorithm is based on a special type of nervous network (gan) of two parts. One makes the quality of the images artificially worsen, and the other relieves them to the reference level. This allows you to adjust the pictures taken at different times and with the help of different tools and define hidden patterns.
Technology has already processed data for 24 years of observation. He increased the clarity of the images of the Sun Disk, decreased from the settlement to the pictures and even appreciated the magnetic fields behind the sun. Scientists hope that the system, for example, will help to remove new information from the archives about the connection of the solar cycles with the “space air”.
Source: Ferra
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