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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 Smith , Douglas A. Caldwell , Joseph D. Twicken , Pedro C. Gerum , Nikash Walia , Kaylie Hausknecht , Noa Y. Lubin , Stephen T. Bryson , Nikunj C. Oza

* Accepted for Publication in Astrophysical Journals, November 12, 2021 

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ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier to Mine Exoplanets



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

* Accepted for Publication in Astrophysical Journals, November 20201 

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Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era



Brian Nord , Andrew J. Connolly , Jamie Kinney , Jeremy Kubica , Gautaum Narayan , Joshua E. G. Peek , Chad Schafer , Erik J. Tollerud , Camille Avestruz , G. Jogesh Babu , Simon Birrer , Douglas Burke , João Caldeira , Douglas A. Caldwell , Joleen K. Carlberg , Yen-Chi Chen , Chuanfei Dong , Eric D. Feigelson , V. Zach Golkhou , Vinay Kashyap , T. S. Li , Thomas Loredo , Luisa Lucie-Smith , Kaisey S. Mandel , J. R. Martínez-Galarza , Adam A. Miller , Priyamvada Natarajan , Michelle Ntampaka , Andy Ptak , David Rapetti , Lior Shamir , Aneta Siemiginowska , Brigitta M. Sipőcz , Arfon M. Smith , Nhan Tran , Ricardo Vilalta , Lucianne M. Walkowicz , John ZuHone

* arXiv admin note: substantial text overlap with arXiv:1905.05116 

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