ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier That Validates 301 New Exoplanets

Hamed Valizadegan; Miguel Martinho; Laurent S. Wilkens; Jon M. Jenkins; Jeffrey C. Smith; Douglas A. Caldwell; Joseph D. Twicken; Pedro Cesar Lopes Gerum; Nikash Walia; Kaylie Hausknecht; Noa Y. Lubin; Stephen T. Bryson; Nikunj C. Oza

doi:10.3847/1538-4357/ac4399

ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier That Validates 301 New Exoplanets

Hamed Valizadegan
, Miguel Martinho
, Laurent S. Wilkens
, Jon M. Jenkins
, Jeffrey C. Smith
, Douglas A. Caldwell
, Joseph D. Twicken
, Pedro Cesar Lopes Gerum
, Nikash Walia
, Kaylie Hausknecht
, Noa Y. Lubin
, Stephen T. Bryson
, Nikunj C. Oza

Operations and Supply Chain Management

Research output: Contribution to journal › Article › peer-review

Original language	English
Number of pages	120
Journal	The Astrophysical Journal
Volume	926
Issue number	2
DOIs	https://doi.org/10.3847/1538-4357/ac4399
State	Published - 2022

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Valizadegan, H., Martinho, M., Wilkens, L. S., Jenkins, J. M., Smith, J. C., Caldwell, D. A., Twicken, J. D., Lopes Gerum, P. C., Walia, N., Hausknecht, K., Lubin, N. Y., Bryson, S. T., & Oza, N. C. (2022). ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier That Validates 301 New Exoplanets. The Astrophysical Journal, 926(2). https://doi.org/10.3847/1538-4357/ac4399

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title = "ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier That Validates 301 New Exoplanets",

author = "Hamed Valizadegan and Miguel Martinho and Wilkens, \{Laurent S.\} and Jenkins, \{Jon M.\} and Smith, \{Jeffrey C.\} and Caldwell, \{Douglas A.\} and Twicken, \{Joseph D.\} and \{Lopes Gerum\}, \{Pedro Cesar\} and Nikash Walia and Kaylie Hausknecht and Lubin, \{Noa Y.\} and Bryson, \{Stephen T.\} and Oza, \{Nikunj C.\}",

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doi = "10.3847/1538-4357/ac4399",

language = "English",

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journal = "The Astrophysical Journal",

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T1 - ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier That Validates 301 New Exoplanets

AU - Valizadegan, Hamed

AU - Martinho, Miguel

AU - Wilkens, Laurent S.

AU - Jenkins, Jon M.

AU - Smith, Jeffrey C.

AU - Caldwell, Douglas A.

AU - Twicken, Joseph D.

AU - Lopes Gerum, Pedro Cesar

AU - Walia, Nikash

AU - Hausknecht, Kaylie

AU - Lubin, Noa Y.

AU - Bryson, Stephen T.

AU - Oza, Nikunj C.

PY - 2022

Y1 - 2022

UR - https://doi.org/10.3847/1538-4357/ac4399

U2 - 10.3847/1538-4357/ac4399

DO - 10.3847/1538-4357/ac4399

M3 - Article

VL - 926

JO - The Astrophysical Journal

JF - The Astrophysical Journal

IS - 2

ER -

ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier That Validates 301 New Exoplanets

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