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In this paper, we study an application of deep learning to the advanced LIGO and advanced Virgo coincident detection of gravitational waves (GWs) from compact binary star mergers.
W. S. McCulloch and W. Pitts, Bull. Math. Biophys., 5(4):115 − - 133 (1943)
1943
Earlier work this paper cites.
K. Fukushima, Biological Cybernetics 36, 193 (1980)
1980
Earlier work this paper cites.
J. G Carbonell, R. S. Michalski, and T. M. Mitchell. An overview of machine learning. In Machine learning, pages 3 − - 23. Springer Berlin Heidelberg, Heidelberg, Germany (1983)
1983
Earlier work this paper cites.
D. E. Rumelhart, G. E. Hinton, R. J. Williams, Learning representations by back-propagating errors, Cognitive modeling 5(3):1 (1988)
1988
Earlier work this paper cites.
G. A Carpenter, Neural networks, 2(4):243 − - 257 (1989)
1989
Earlier work this paper cites.
C. Cutler, E. E. Flanagan, Phys. Rev. D 49, 2658 (1994)
1994
Earlier work this paper cites.
Y. LeCun and Y. Bengio (MIT Press, Cambridge, MA, USA) Chap. Convolutional Networks for Images, Speech, and Time Series, pp. 255 − - 258 (1998)
1998
Earlier work this paper cites.
L. Li and B. Paczy n ´ \acute{n} ski, ApJ, 507: 59 (1998)
1998
Earlier work this paper cites.
P. Jaranowski et al., Phys. Rev. D 58, 063001 (1998). arXiv:gr-qc/9804014v1
1998
Earlier work this paper cites.
J. Wang, SIAM J. Sci. Comput., 18(5), 1479 − - 1493 (2006)
2006
Earlier work this paper cites.
B.S. Sathyaprakash, B.F. Schutz, Living Rev. Relativity 12, 2 (2009). arXiv: 0903.0338v1
2009
Earlier work this paper cites.
D. Shoemaker, Advanced LIGO anticipated sensitivity curves-LIGO Document (2010)
2010
Earlier work this paper cites.
L. Q. Wen, Y. B Chen, Geometrical expression for the angular resolution of a network of gravitational-wave detectors, Phys. Rev. D 81, 082001 (2010)
2010
Earlier work this paper cites.
Bernard F Schutz, Classical Quant. Grav., 28, 12 (2011)
2011
Earlier work this paper cites.
R. Collobert, J. Weston, L. Bottou, M. Karlen, K. Kavukcuoglu, P. Kuksa, J. Mach. Learn. Res.,12, 2493-2537 (2011)
2011
Earlier work this paper cites.
A. Krizhevsky, I. Sutskever, and G. E. Hinton, in Advances in Neural Information Processing Systems 25, edited by F. Pereira, C. J. C. Burges, L. Bottou, and K. Q. Weinberger (Curran Associates, Inc. Nice, France) pp. 1097 − - 1105 (2012)
2012
Earlier work this paper cites.
B. D. Metzger and E. Berger, ApJ, 746: 48 (2012)
2012
Earlier work this paper cites.
J. Snoek, H. Larochelle, and R. P. Adams, in Advances in Neural Information Processing Systems 25, edited by F. Pereira, C. J. C. Burges, L. Bottou, and K. Q. Weinberger (Curran Associates, Inc.) pp. 2951 − - 2959 (2012)
2012
Earlier work this paper cites.
J. Li, J. Cheng, J. Shi, F. Huang, Brief introduction of back propagation (BP) neural network algorithm and its improvement, Advances in Computer Science and Information Engineering, (Springer, Berlin, 2012) pp 553 − - 558
2012
Cited alongside, same era.
R. Biswas, L. Blackburn, J. Cao, R. Essick, K. A. Hodge, E. Kat- savounidis, K. Kim, Y. M. Kim, E. O. Le Bigot, C. H. Lee, J. J. Oh, S. H. Oh, E. J. Son, Y. Tao, R. Vaulin, and X. Wang, Phys. Rev. D 88, 062003 (2013), arXiv: 1303.6984
2013
Cited alongside, same era.
K. A. Hodge, The Search for Gravitational Waves from the Coalescence of Black Hole Binary Systems in Data from the LIGO and Virgo Detectors Or: A Dark Walk through a Random Forest, PhD thesis, Dissertation for the Doctoral Degree, (California Institute of Technology, Pasadena, 2014)
2014
Cited alongside, same era.
Y. Zheng et al., Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks, Web-Age Information Management pp 298 − - 310, Springer, Cham, Switzerland (2014)
B. P. Abbott, et al. (LIGO Scientific Collaboration and Virgo Collabo- ration), Phys. Rev. Lett. 119, 161101 (2017), arXiv: 1710.05832
2017
Later among the works it cites.
B. P. Abbott, et al. (LIGO Scientific Collaboration and Virgo Collabo- ration), Phys. Rev. Lett. 119, 141101 (2017), arXiv: 1709.09660
2017
Later among the works it cites.
B. P. Abbott, et al. (LIGO Scientific Collaboration and Virgo Collabo- ration), Phys. Rev. Lett. 118, 221101 (2017), arXiv: 1706.01812
2017
Later among the works it cites.
J. Li, and X. L. Fan, Sci. China-Phys. Mech. Astron. 60, 120431 (2017)
2017
Later among the works it cites.
T. Gebhard, and N. Kilbertus and G. Parascandolo and I. Harry and B. Scholkopf, in Workshop on Deep Learning for Physical Sciences (DLPS) at the 31st Conference on Neural Information Processing Sys- tems (NIPS), Long Beach, CA, USA, 2017
2017
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2014
Cited alongside, same era.
B. P. Abbott, et al. (LIGO Scientific Collaboration and Virgo Collabo- ration), Class. Quantum Grav. 32, 074001 (2015), arXiv: 1411.4547
2015
Cited alongside, same era.
F. Acernese, et al. (Virgo Collaboration), Class. Quantum Grav. 32, 024001 (2015), arXiv: 1408.3978
2015
Cited alongside, same era.
D. Blair, L. Ju, C. N. Zhao, L. Q. Wen, Q. Chu, Q. Fang, R. G. Cai, J. R. Gao, X. C. Lin, D. Liu, L. A. Wu, Z. H. Zhu, D. H. Reitze, K. Arai, F. Zhang, R. Flaminio, X. J. Zhu, G. Hobbs, R. N. Manchester, R. M. Shannon, C. Baccigalupi, W. Gao, P. Xu, X. Bian, Z. J. Cao, Z. J. Chang, P. Dong, X. F. Gong, S. L. Huang, P. Ju, Z. R. Luo, L. E. Qiang, W. L. Tang, X. Y. Wan, Y. Wang, S. N. Xu, Y. L. Zang, H. P. Zhang, Y. K. Lau, and W. T. Ni, Sci. China-Phys. Mech. Astron. 58, 120402 (2015), arXiv: 1602.02872
2015
Cited alongside, same era.
D.Blair,L.Ju,C.N.Zhao,L.Q.Wen,H.X.Miao,R.G.Cai,J.R. Gao, X. C. Lin, D. Liu, L. A. Wu, Z. H. Zhu, G. Hammond, H. J. Paik, V. Fafone, A. Rocchi, C. Blair, Y. Q. Ma, J. Y. Qin, and M. Page, Sci. China-Phys. Mech. Astron. 58, 120405 (2015), arXiv: 1602.05087
2015
Cited alongside, same era.
A. Mytidis, A. A. Panagopoulos, O. P. Panagopoulos, B. Whiting, 2015, arXiv: 1508.02064 (2015)
2015
Cited alongside, same era.
P. T. Baker, S. Caudill, K. A. Hodge, D. Talukder, C. Capano, and N. J. Cornish, Phys. Rev. D 91, 062004 (2015), arXiv: 1412.6479
2015
Cited alongside, same era.
J. Schmidhuber, Neural Networks 61 85 (2015)
2015
Cited alongside, same era.
K. O’Shea, R. Nash, arXiv:1511.08458 (2015)
2015
Cited alongside, same era.
Later among the works it cites.
X. R. Li, W. L. Yu, X. L. Fan, 2017, arXiv: 1712.00356
2017
Later among the works it cites.
B.P. Abbott et al. (LIGO Scientific Collaboration and Virgo Collaboration), Astrophys. J. Lett. 848, L12 (2017)
2017
Later among the works it cites.
D. A. Coulter et al., GCN 21529, 1, 1105 Media, Inc. McLean, VA (2017)
2017
Later among the works it cites.
D.A. Coulter et al., Science, in press (2017), DOI: 10.1126/science.aap9811
2017
Later among the works it cites.
LIGO Scientific Collaboration and Virgo Collaboration, GCN 21513, 1,1105 Media, Inc. McLean, VA (2017)
2017
Later among the works it cites.
D. Mishkin, N. Sergievskiy, and J. Matas, Comput. Vision Image Underst. 161, 11 (2017)
2017
Later among the works it cites.
L.X. Xie, A. Yuille, arXiv:1703.01513v1(2017)
2017
Later among the works it cites.
Diederik P. Kingma, Jimmy Ba, arXiv:1412.6980(2017)
2017
Later among the works it cites.
D. George, and E. A. Huerta, Phys. Rev. D 97, 044039 (2018), arXiv: 1701.00008
2018
Closest in time.
D. George and E. A. Huerta, Phys. Lett. B, 778 (2018) arXiv:1711.03121
2018
Closest in time.
H. Gabbard, M. Williams, F. Hayes, and C. Messenger, Phys. Rev. Lett. 120, 141103 (2018), arXiv: 1712.06041
2018
Closest in time.
H. Gao, Sci. China-Phys. Mech. Astron. 61, 059531 (2018)
2018
Closest in time.
T.P.Li,S.L.Xiong, S.N.Zhang, F.J.Lu, L.M.Song, X.L.Cao, Z. Chang, G. Chen, L. Chen, T. X. Chen, Y. Chen, Y. B. Chen, Y. P. Chen, W.Cui, W.W.Cui, J.K.Deng, Y.W.Dong,Y.Y.Du, M.X.Fu, G.H.Gao, H.Gao, M.Gao, M.Y.Ge, Y.D.Gu, J.Guan, C.C.Guo, D.W. Han, W. Hu, Y. Huang, J. Huo, S. M. Jia, L. H. Jiang, W. C. Jiang, J. Jin, Y.J.Jin, B.Li, C.K.Li, G.Li, M.S.Li, W.Li, X.Li, X.B.Li, X.F.Li, Y.G.Li, Z.J.Li, Z.W.Li, X.H.Liang, J.Y.Liao, C.Z.Liu, G.Q.Liu, H.W.Liu, S.Z.Liu, X.J.Liu,Y.Liu, Y.N.Liu, B.Lu, X. F.Lu, T.Luo, X.Ma, B.Meng,Y.Nang, J.Y.Nie, G.Ou, J.L.Qu, N.Sai, L.Sun,Y.Tan, L.Tao, W.H.Tao, Y.L.Tuo, G.F.Wang, H. Y. Wang, J. Wang, W. S. Wang, Y. S. Wang, X. Y. Wen, B. B. Wu, M. Wu, G.C.Xiao, H.Xu, Y.P.Xu, L.L.Yan, J.W.Yang, S.Yang,Y.J. Yang, A. M. Zhang, C. L. Zhang, C. M. Zhang, F. Zhang, H. M. Zhang, J. Zhang, Q. Zhang, S. Zhang, T. Zhang, W. Zhang, W. C. Zhang, W. Z. Zhang, Y. Zhang, Y. Zhang, Y. F. Zhang, Y. J. Zhang, Z. Zhang, Z. L. Zhang, H. S. Zhao, J. L. Zhao, X. F. Zhao, S. J. Zheng, Y. Zhu, Y. X. Zhu, and C. L. Zou, Sci. China-Phys. Mech. Astron. 61, 031011 (2018), arXiv: 1710.06065
2018
Closest in time.