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Nasa Technical Reports Server (ntrs) 20230000058%3a Vetting Of Tess Transit Signals Using Exominer%2b%2b And Transfer Learning by Nasa Technical Reports Server (ntrs)

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1NASA Technical Reports Server (NTRS) 20230000058: Vetting Of TESS Transit Signals Using ExoMiner++ And Transfer Learning

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We introduce ExoMiner++ which is an upgrade to our original deep learning classifier called ExoMiner. ExoMiner was recently trained and utilized to classify Kepler transit signals and validate hundreds of new exoplanets from the Kepler mission. ExoMiner++ addresses some of the shortcomings of the original ExoMiner, which includes adding new diagnostic test inputs and updating some aspects of the architecture. In this talk, we discuss ExoMiner++ and its performance on the TESS data. We will explain some of the differences between the TESS and Kepler missions data and how we handle these differences in order to have a classifier trained on Kepler data transferred to accurately classify TESS signals.

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  • Title: ➤  NASA Technical Reports Server (NTRS) 20230000058: Vetting Of TESS Transit Signals Using ExoMiner++ And Transfer Learning
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  • Language: English

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The book is available for download in "texts" format, the size of the file-s is: 3.03 Mbs, the file-s for this book were downloaded 39 times, the file-s went public at Sat May 27 2023.

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