Enabling real-time multi-messenger astrophysics discoveries with deep learning

Multi-messenger astrophysics is a fast-growing, interdisciplinary field that combines data, which vary in volume and speed of data processing, from many different instruments that probe the Universe using different cosmic messengers: electromagnetic waves, cosmic rays, gravitational waves and neutri...

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Veröffentlicht in:	arXiv.org 2019-11
Hauptverfasser:	Huerta, E A, Allen, Gabrielle, Andreoni, Igor, Antelis, Javier M, Bachelet, Etienne, Berriman, Bruce, Bianco, Federica, Biswas, Rahul, Carrasco, Matias, Chard, Kyle, Cho, Minsik, Cowperthwaite, Philip S, Etienne, Zachariah B, Fishbach, Maya, ster, Francisco, George, Daniel, Gibbs, Tom, Graham, Matthew, Gropp, William, Gruendl, Robert, Gupta, Anushri, Haas, Roland, Habib, Sarah, Jennings, Elise, Johnson, Margaret W G, Katsavounidis, Erik, Katz, Daniel S, Khan, Asad, Kindratenko, Volodymyr, Kramer, William T C, Liu, Xin, Mahabal, Ashish, Marka, Zsuzsa, McHenry, Kenton, Miller, Jonah, Moreno, Claudia, Neubauer, Mark, Oberlin, Steve, Olivas, Alexander R, Petravick, Donald, Rebei, Adam, Rosofsky, Shawn, Ruiz, Milton, Saxton, Aaron, Schutz, Bernard F, Schwing, Alex, Seidel, Ed, Shapiro, Stuart L, Shen, Hongyu, Shen, Yue, Singer, Leo, Sipőcz, Brigitta M, Sun, Lunan, Towns, John, Tsokaros, Antonios, Wei, Wei, Wells, Jack, Williams, Timothy J, Xiong, Jinjun, Zhao, Zhizhen
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Astrophysics Computer Science - Learning Computer simulation Cosmic rays Data management Data processing Deep learning Electromagnetic radiation Gravitation Gravitational waves Infrastructure Machine learning Neutrinos Physics - General Relativity and Quantum Cosmology Physics - High Energy Astrophysical Phenomena Physics - Instrumentation and Methods for Astrophysics Real time
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