Identifying Exoplanets with Deep Learning. V. Improved Light-curve Classification for TESS Full-frame Image Observations

Identifying Exoplanets with Deep Learning. V. Improved Light-curve Classification for TESS Full-frame Image Observations

The TESS mission produces a large amount of time series data, only a small fraction of which contain detectable exoplanetary transit signals. Deep-learning techniques such as neural networks have proved effective at differentiating promising astrophysical eclipsing candidates from other phenomena su...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Evan Tey, Dan Moldovan, Michelle Kunimoto, Chelsea X. Huang, Avi Shporer, Tansu Daylan, Daniel Muthukrishna, Andrew Vanderburg, Anne Dattilo, George R. Ricker, S. Seager
Aineistotyyppi: Artikkeli
Kieli:English
Julkaistu: IOP Publishing 2023-01-01
Sarja:The Astronomical Journal
Aiheet:
Neural networks
Transit photometry
Exoplanet detection methods
Exoplanet catalogs
Linkit:https://doi.org/10.3847/1538-3881/acad85

Internet

https://doi.org/10.3847/1538-3881/acad85

Samankaltaisia teoksia