Machine Learning is a Powerful Tool When Searching for Exoplanets

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Machine Learning is a Powerful Tool When Searching for Exoplanets
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Machine Learning is a Powerful Tool When Searching for Exoplanets universetoday storybywill

Disk Substructures at High Angular Resolution Project. Credit: DSHARP

Meanwhile, exoplanets that are in the formation stage are difficult to see for two main reasons: One, they are often hundreds of lights years from Earth , and two, the protoplanetary discs from which they form are very thick, measuring up to 1 AU in diameter . From what astronomers have seen, planets tend to form in the middle of these discs and convey a signature of the dust and gases kicked up in the process.

. In the end, they demonstrated that their machine learning method could correctly identify the presence of one or more planets in disks.

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