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The Impact of Domain Knowledge on Applying Machine Learning Methods to Exoplanet Detection 

SKILL 2021 Nguyen, The-Gia Leo
Exoplanets do not emit electromagnetic waves which makes it challenging to detect them. Based on transit photometry, we trained a neural network on NASA Kepler space telescope data to detect exoplanets based on light intensity curves. We showcase, that with a well designed data pipeline, a small neural network is sufficient ...

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Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.

 

 

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Author

Nguyen, The-Gia Leo (1)

Subject

Artificial Intelligence (1)
Astrophysics (1)Deep Learning (1)Exoplanets (1)
Machine Learning (1)
Neural Networks (1)... View More

Date Issued

2021 (1)

Has File(s)

Yes (1)

About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.