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We develop a non-parametric method for inferring the universal neutron star (NS) equation of state (EOS) from gravitational wave (GW) observations.
1915
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1939
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1939
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1965
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1987
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1992
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1992
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1996
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1996
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2001
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I. A. Morrison, T. W. Baumgarte, S. L. Shapiro, and V. R. Pandharipande, “The Moment of Inertia of the Binary Pulsar J0737-3039A: Constraining the Nuclear Equation of State,” Astrophys. J. Lett. 617
2004
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J. M. Lattimer and B. F. Schutz, “Constraining the Equation of State with Moment of Inertia Measurements,” Astrophys. J. 629
2005
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C. E. Rasmussen and C. K. I. Williams, Gaussian Processes for Machine Learning (The MIT Press, 2006).EOS
2006
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B. D. Lackey, M. Nayyar, and B. J. Owen, “Observational constraints on hyperons in neutron stars,” Phys. Rev. D 73
2006
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P. Haensel, A. Y. Potekhin, and D. G. Yakovlev, Neutron Stars 1 : Equation of State and Structure , Astrophysics and Space Science Library, Vol. 326 (Springer-Verlag, 2007).EOS
2007
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D. Nguyen-Tuong, J. Peters, and M. Seeger, “Local Gaussian Process Regression for Real Time Online Model Learning and Control,” in Proceedings of the 21st International Conference on Neural Information Processing Systems , NIPS’08 (Curran Associates Inc., USA, 2008) pp. 1193–1200.EOS
2008
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M. Kramer and N. Wex, “TOPICAL REVIEW: The double pulsar system: a unique laboratory for gravity,” Class. Quantum Grav. 26
2009
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P. E. Dewdney, P. J. Hall, R. T. Schilizzi, and T. J. L. W. Lazio, “The Square Kilometre Array,” IEEE Proceedings 97
2009
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2009
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2009
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2010
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L. Lindblom, “Spectral representations of neutron-star equations of state,” Phys. Rev. D 82
2010
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M. K. Titsias, M. Rattray, and N. D. Lawrence, “Markov chain Monte Carlo algorithms for Gaussian processes,” in Bayesian Time Series Models , edited by D. Barber, A. T. Cemgil, and S. Chiappa (Cambridge University Press, 2011) p. 295–316.EOS
2011
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2012
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K. C. Gendreau, Z. Arzoumanian, and T. Okajima, “The Neutron star Interior Composition ExploreR (NICER): an Explorer mission of opportunity for soft x-ray timing spectroscopy,” in Space Telescopes and Instrumentation 2012: Ultraviolet to Gamma Ray , Proc. SPIE, Vol. 8443 (2012) p. 844313.EOS
2012
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2012
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2012
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J. L. Friedman and N. Stergioulas, Rotating Relativistic Stars (Cambridge University Press, 2013).EOS
2013
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J. S. Read et al. , “Matter effects on binary neutron star waveforms,” Phys. Rev. D 88
2013
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2017
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2017
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2017
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2017
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2013
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2013
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2013
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J. Antoniadis et al. , “A Massive Pulsar in a Compact Relativistic Binary,” Science 340
2013
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2014
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M. Favata, “Systematic Parameter Errors in Inspiraling Neutron Star Binaries,” Phys. Rev. Lett. 112
2014
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2014
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2014
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L. Lindblom, “Causal representations of neutron-star equations of state,” Phys. Rev. D 97
2018
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B. P. Abbott et al. , “Prospects for observing and localizing gravitational-wave transients with Advanced LIGO, Advanced Virgo and KAGRA,” Living Reviews in Relativity 21
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