Fetching the paper…
Reading the bibliography…
We introduce deep learning time-series forecasting for gravitational wave detection of binary neutron star mergers.
B. Abbott, et al., Low-latency Gravitational-wave Alerts for Multimessenger Astronomy during the Second Advanced LIGO and Virgo Observing Run, Astrophys. J. 875 (2) (2019) 161 · 1901
Earlier work this paper cites.
B. Abbott, et al., Tests of General Relativity with the Binary Black Hole Signals from the LIGO-Virgo Catalog GWTC-1, Phys. Rev. D 100 (10) (2019) 104036 · 1903
Earlier work this paper cites.
E. Burns, et al., Opportunities for Multimessenger Astronomy in the 2020s arXiv:1903.04461
1903
Earlier work this paper cites.
P. Mészáros, D. B. Fox, C. Hanna, K. Murase, Multi-messenger astrophysics, Nature Reviews Physics 1 (10) (2019) 585–599 · 1906
Earlier work this paper cites.
E. A. Huerta, G. Allen, I. Andreoni, J. M. Antelis, E. Bachelet, G. B. Berriman, F. B. Bianco, R. Biswas, M. Carrasco Kind, K. Chard, M. Cho, P. S. Cowperthwaite, Z. B. Etienne, M. Fishbach, F. Forster, D. George, T. Gibbs, M. Graham, W. Gropp, R. Gruendl, A. Gupta, R. Haas, S. Habib, E. Jennings, M. W. G. Johnson, E. Katsavounidis, D. S. Katz, A. Khan, V. Kindratenko, W. T. C. Kramer, X. Liu, A. Mahabal, Z. Marka, K. McHenry, J. M. Miller, C. Moreno, M. S. Neubauer, S. Oberlin, A. R. Olivas, D. Petravick, A. Rebei, S. Rosofsky, M. Ruiz, A. Saxton, B. F. Schutz, A. Schwing, E. Seidel, S. L. Shapiro, H. Shen, Y. Shen, L. P. Singer, B. M. Sipocz, L. Sun, J. Towns, A. Tsokaros, W. Wei, J. Wells, T. J. Williams, J. Xiong, Z. Zhao, Enabling real-time multi-messenger astrophysics discoveries with deep learning, Nature Reviews Physics 1 (10) (2019) 600–608 · 1911
Earlier work this paper cites.
doi:10.1038/323310a0
B. F. Schutz, Determining the hubble constant from gravitational wave observations , Nature 323 (6086) (1986) 310–311 · 1986
Earlier work this paper cites.
2008
Earlier work this paper cites.
M. Vallisneri, J. Kanner, R. Williams, A. Weinstein, B. Stephens, The LIGO Open Science Center, J. Phys. Conf. Ser. 610 (1) (2015) 012021 · 2015
Earlier work this paper cites.
K. He, X. Zhang, S. Ren, J. Sun, Deep residual learning for image recognition, in: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, pp. 770–778
2016
Cited alongside, same era.
B. P. Abbott, R. Abbott, T. D. Abbott, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, V. B. Adya, et al., GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral, Physical Review Letters 119 (16) (2017) 161101 · 2017
Cited alongside, same era.
arXiv:https://science.sciencemag.org/content/358/6370/1551.9.full.pdf
K. T. Smith, Growth observations of gw170817 , Science 358 (6370) (2017) 1551–1553 · 2017
Cited alongside, same era.
E. Troja, L. Piro, H. van Eerten, R. T. Wollaeger, M. Im, O. D. Fox, N. R. Butler, S. B. Cenko, T. Sakamoto, C. L. Fryer, R. Ricci, A. Lien, R. E. Ryan, O. Korobkin, S. K. Lee, J. M. Burgess, W. H. Lee, A. M. Watson, C. Choi, S. Covino, P. D’Avanzo, C. J. Fontes, J. B. González, H. G. Khandrika, J. Kim, S. L. Kim, C. U. Lee, H. M. Lee, A. Kutyrev, G. Lim, R. Sánchez-Ramírez, S. Veilleux, M. H. Wieringa, Y. Yoon, The X-ray counterpart to the gravitational-wave event GW170817, Nature · 2017
A. Paszke, S. Gross, F. Massa, A. Lerer, J. Bradbury, G. Chanan, T. Killeen, Z. Lin, N. Gimelshein, L. Antiga, A. Desmaison, A. Kopf, E. Yang, Z. DeVito, M. Raison, A. Tejani, S. Chilamkurthy, B. Steiner, L. Fang, J. Bai, S. Chintala, Pytorch: An imperative style, high-performance deep learning library , in: H. Wallach, H. Larochelle, A. Beygelzimer, F. d'Alché-Buc, E. Fox, R. Garnett (Eds.), Advances in Neural Information Processing Systems 32, Curran Associates, Inc., 2019, pp. 8024–8035. URL http://papers.neurips.cc/paper/9015-pytorch-an-imperative-style-high-performance-deep-learning-library.pdf
2019
Later among the works it cites.
doi:10.5281/zenodo.4075326
A. Nitz, et al., gwastro/pycbc: PyCBC release v1.16.11 (Oct. 2020) · 2020
Closest in time.
B. P. Abbott, R. Abbott, T. D. Abbott, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, V. B. Adya, et al., Multi-messenger Observations of a Binary Neutron Star Merger, Astrophys. J · 2041
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
K. Mooley, et al., A mildly relativistic wide-angle outflow in the neutron star merger GW170817, Nature 554 (2018) 207 · 2018
Cited alongside, same era.
E. Berti, K. Yagi, N. Yunes, Extreme gravity tests with gravitational waves from compact binary coalescences: (I) inspiral-merger, General Relativity and Gravitation 50 (2018) 46 · 2018
Cited alongside, same era.
M. Fishbach, R. Gray, I. Magaña Hernandez, H. Qi, A. Sur, members of the LIGO Scientific Collaboration, the Virgo Collaboration, A standard siren measurement of the hubble constant from GW170817 without the electromagnetic counterpart, The Astrophysical Journal Letters 871 (1) (2019) L13
2019
Cited alongside, same era.
T. Dietrich, et al., Matter imprints in waveform models for neutron star binaries: Tidal and self-spin effects, Phys. Rev. D 99 (2) (2019) 024029 · 2019
Cited alongside, same era.
I. Georgescu, A collection on multi-messenger astrophysics , Nature Reviews Physics. URL https://go.nature.com/2YY1NLn
Cited in the paper.
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, L. Fei-Fei, ImageNet: A Large-Scale Hierarchical Image Database, CVRP
Cited in the paper.
D. P. Kingma, J. Ba, Adam: A method for stochastic optimization, arXiv preprint arXiv:1412.6980
Cited in the paper.
B. P. Abbott, R. Abbott, T. D. Abbott, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, V. B. Adya, et al., Gravitational Waves and Gamma-Rays from a Binary Neutron Star Merger: GW170817 and GRB 170817A, Astrophys. J · 2041
Closest in time.
The LIGO Scientific Collaboration, the Virgo Collaboration, et al., Estimating the Contribution of Dynamical Ejecta in the Kilonova Associated with GW170817, Astrophys. J · 2041
Closest in time.
doi:10.3847/2041-8213/ab14f1
M. S.-S. et al., First measurement of the hubble constant from a dark standard siren using the dark energy survey galaxies and the LIGO/virgo binary–black-hole merger GW170814 , The Astrophysical Journal 876 (1) (2019) L7 · 2041
Closest in time.
doi:10.3847/2041-8213/aa8fc7
e. a. Abbott, B. P., A gravitational-wave standard siren measurement of the hubble constant 551 (7678) (2017) 85–88 · 2041
Closest in time.