Machine learning for the Zwicky Transient Facility

Machine learning for the Zwicky Transient Facility

The Zwicky Transient Facility is a large optical survey in multiple filters producing hundreds of thousands of transient alerts per night. We describe here various machine learning (ML) implementations and plans to make the maximal use of the large data set by taking advantage of the temporal nature...

Full description

Bibliographic Details
Main Authors: Mahabal, A, Rebbapragada, U, Walters, R, Masci, F, Blagorodnova, N, Van Roestel, J, Ye, Q, Biswas, R, Burdge, K, Chang, C, Duev, D, Golkhou, V, Miller, A, Nordin, J, Ward, C, Adams, S, Bellm, E, Branton, D, Bue, B, Cannella, C, Connolly, A, Dekany, R, Feindt, U, Hung, T, Fortson, L, Frederick, S, Fremling, C, Gezari, S, Graham, M, Groom, S, Kasliwal, M, Kulkarni, S, Kupfer, T, Lin, H, Lintott, C, Lunnan, R, Parejko, J, Prince, T, Riddle, R, Rusholme, B, Saunders, N, Sedaghat, N, Shupe, D, Singer, L, Soumagnac, M, Szkody, P, Tachibana, Y, Tirumala, K, Van Velzen, S, Wright, D
Format: Journal article
Published: IOP Publishing 2019

Similar Items

Similar Items