1 F eb 2 01 9 Deep Learning for Multi-Messenger Astrophysics A Gateway for Discovery in the Big Data Era

Gabrielle Allen, 2 Igor Andreoni, Etienne Bachelet, G. Bruce Berriman, Federica B. Bianco, 7, 8, 9 Rahul Biswas, Matias Carrasco Kind, 2 Kyle Chard, Minsik Cho, Philip S. Cowperthwaite, Zachariah B. Etienne, 15 Daniel George, 2 Tom Gibbs, Matthew Graham, 17 William Gropp, 18 Anushri Gupta, 2 Roland Haas, E. A. Huerta, 2, ∗ Elise Jennings, Daniel S. Katz, 18, 20, 21 Asad Khan, 22 Volodymyr Kindratenko, 20 William T. C. Kramer, 18 Xin Liu, 1 Ashish Mahabal, 17 Kenton McHenry, 18 J. M. Miller, 24, 25 M. S. Neubauer, 22 Steve Oberlin, Alexander R. Olivas Jr, Shawn Rosofsky, 22 Milton Ruiz, Aaron Saxton, Bernard Schutz, Alex Schwing, 20, 28 Ed Seidel, 2, 22 Stuart L. Shapiro, 2, 22 Hongyu Shen, 20 Yue Shen, Brigitta M. Sipőcz, Lunan Sun, John Towns, 30 Antonios Tsokaros, Wei Wei, 22 Jack Wells, Timothy J. Williams, Jinjun Xiong, and Zhizhen Zhao 20, 28