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This report provides an overview of recent work that harnesses the Big Data Revolution and Large Scale Computing to address grand computational challenges in Multi-Messenger Astrophysics, with a particular emphasis on real-time discovery campaigns.
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2014
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2014
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2014
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2015
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2015
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2015
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2015
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2015
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2015
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2015
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2016
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2016
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2016
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2016
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2016
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2016
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2016
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2016
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2016
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2016
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J. T. Springenberg, A. Klein, S. Falkner, and F. Hutter, in Advances in Neural Information Processing Systems 29 , edited by D. D. Lee, M. Sugiyama, U. V. Luxburg, I. Guyon, and R. Garnett (Curran Associates, Inc., 2016) pp. 4134–4142
2016
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Y. Gal and Z. Ghahramani, in international conference on machine learning (2016) pp. 1050–1059
2016
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M. Abadi, A. Agarwal, et al. , ArXiv e-prints (2016), arXiv:1603.04467 [cs.DC]
2016
Cited alongside, same era.
2017
Cited alongside, same era.
I. Bartos, L. S. Collaboration, and V. Collaboration, Journal of Physics: Conference Series 888
2017
Cited alongside, same era.
2017
Cited alongside, same era.
F. Foucart, Monthly Notices of the Royal Astronomical Society 475
2018
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F. Hossein Nouri, M. D. Duez, F. Foucart, M. B. Deaton, R. Haas, M. Haddadi, L. E. Kidder, C. D. Ott, H. P. Pfeiffer, M. A. Scheel, and B. Szilagyi, Phys. Rev. D 97
2018
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D. M. Siegel and B. D. Metzger, The Astrophysical Journal 858
2018
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R. Fernández et al. , ArXiv e-prints (2018), arXiv:1808.00461 [astro-ph.HE]
2018
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D. Radice, A. Perego, K. Hotokezaka, S. A. Fromm, S. Bernuzzi, and L. F. Roberts, Astrophys. J
2018
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2017
Cited alongside, same era.
L. Baiotti and L. Rezzolla, Reports on Progress in Physics 80
2017
Cited alongside, same era.
J. Lippuner and L. F. Roberts, The Astrophysical Journal Supplement Series 233
2017
Cited alongside, same era.
N. R. Tanvir et al. , The Astrophysical Journal Letters 848
2017
Cited alongside, same era.
F. Verrecchia, M. Tavani, A. Ursi, A. Argan, C. Pittori, I. Donnarumma, A. Bulgarelli, F. Fuschino, C. Labanti, and et al., The Astrophysical Journal Letters 847
2017
Cited alongside, same era.
J.-X. Wang, J.-L. Wu, and H. Xiao, Phys. Rev. Fluids 2
2017
Cited alongside, same era.
R. King, P. Graf, and M. Chertkov, in APS Meeting Abstracts (2017) p. A31.008
2017
Cited alongside, same era.
R. Maulik and O. San, Journal of Fluid Mechanics 831
2017
Cited alongside, same era.
2018
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2018
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2018
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2018
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J. Berg and K. Nyström, Neurocomputing 317
2018
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T. Q. Chen, Y. Rubanova, J. Bettencourt, and D. Duvenaud, arXiv preprint arXiv:1806.07366 (2018)
2018
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K. Kiuchi, K. Kyutoku, Y. Sekiguchi, and M. Shibata, Phys. Rev. D97
2018
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M. Tanaka, D. Kato, G. Gaigalas, P. Rynkun, L. Radžiūtė, S. Wanajo, Y. Sekiguchi, N. Nakamura, H. Tanuma, I. Murakami, and H. A. Sakaue, The Astrophysical Journal 852
2018
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2018
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H.-Y. Chen, M. Fishbach, and D. E. Holz, Nature (London) 562
2018
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2018
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2018
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2018
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N. Sedaghat and A. Mahabal, MNRAS
2018
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2018
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2018
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2018
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2018
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2018
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D. George and E. A. Huerta, Phys. Rev. D 97
2018
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D. George and E. A. Huerta, Physics Letters B 778
2018
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2018
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D. George, H. Shen, and E. A. Huerta, Phys. Rev. D 97
2018
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2018
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H. Gabbard, M. Williams, F. Hayes, and C. Messenger, Physical Review Letters 120
2018
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X. Fan, J. Li, X. Li, Y. Zhong, and J. Cao, ArXiv e-prints (2018), arXiv:1811.01380 [astro-ph.IM]
2018
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J. A. González and F. S. Guzmán, Phys. Rev
2018
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Y. Fujimoto, K. Fukushima, and K. Murase, Phys. Rev
2018
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H. Nakano et al. , ArXiv e-prints (2018), arXiv:1811.06443 [gr-qc]
2018
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M. Belkin, R. Haas, G. W. Arnold, H. W. Leong, E. A. Huerta, D. Lesny, and M. Neubauer, in Proceedings of the Practice and Experience on Advanced Research Computing , PEARC ’18 (ACM, New York, NY, USA, 2018) pp. 43:1–43:8
2018
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2018
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Astropy, “The astropy project,” (2018), http://www.astropy.org/
2018
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yt Community, “yt project,” (2018), http://www.astropy.org/
2018
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IceCube, “Icecube open source software,” (2018), https://github.com/IceCubeOpenSource
2018
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Software Carpentry, “Teaching basic lab skills for research computing,” (2018), https://software-carpentry.org
2018
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2018
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DESC, “Dark energy science collaboration,” (2018), http://lsst-desc.org/
2018
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M. D. Duez and Y. Zlochower, Reports on Progress in Physics 82
2019
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