scholarly journals Classifying the equation of state from rotating core collapse gravitational waves with deep learning

2021 ◽  
Vol 103 (2) ◽  
Author(s):  
Matthew C. Edwards
2021 ◽  
Vol 923 (2) ◽  
pp. 201
Author(s):  
Oliver Eggenberger Andersen ◽  
Shuai Zha ◽  
André da Silva Schneider ◽  
Aurore Betranhandy ◽  
Sean M. Couch ◽  
...  

Abstract Gravitational waves (GWs) provide unobscured insight into the birthplace of neutron stars and black holes in core-collapse supernovae (CCSNe). The nuclear equation of state (EOS) describing these dense environments is yet uncertain, and variations in its prescription affect the proto−neutron star (PNS) and the post-bounce dynamics in CCSN simulations, subsequently impacting the GW emission. We perform axisymmetric simulations of CCSNe with Skyrme-type EOSs to study how the GW signal and PNS convection zone are impacted by two experimentally accessible EOS parameters, (1) the effective mass of nucleons, m ⋆, which is crucial in setting the thermal dependence of the EOS, and (2) the isoscalar incompressibility modulus, K sat. While K sat shows little impact, the peak frequency of the GWs has a strong effective mass dependence due to faster contraction of the PNS for higher values of m ⋆ owing to a decreased thermal pressure. These more compact PNSs also exhibit more neutrino heating, which drives earlier explosions and correlates with the GW amplitude via accretion plumes striking the PNS, exciting the oscillations. We investigate the spatial origin of the GWs and show the agreement between a frequency-radial distribution of the GW emission and a perturbation analysis. We do not rule out overshoot from below via PNS convection as another moderately strong excitation mechanism in our simulations. We also study the combined effect of effective mass and rotation. In all our simulations we find evidence for a power gap near ∼1250 Hz; we investigate its origin and report its EOS dependence.


2017 ◽  
Vol 95 (6) ◽  
Author(s):  
Sherwood Richers ◽  
Christian D. Ott ◽  
Ernazar Abdikamalov ◽  
Evan O’Connor ◽  
Chris Sullivan

2021 ◽  
Vol 103 (6) ◽  
Author(s):  
M. López ◽  
I. Di Palma ◽  
M. Drago ◽  
P. Cerdá-Durán ◽  
F. Ricci

2016 ◽  
pp. 906-914
Author(s):  
G.S. Bisnovatyi-Kogan ◽  
S.G. Moiseenko

2020 ◽  
Vol 1 (2) ◽  
pp. 025014 ◽  
Author(s):  
Alberto Iess ◽  
Elena Cuoco ◽  
Filip Morawski ◽  
Jade Powell

2015 ◽  
Vol 811 (2) ◽  
pp. 86 ◽  
Author(s):  
Takaaki Yokozawa ◽  
Mitsuhiro Asano ◽  
Tsubasa Kayano ◽  
Yudai Suwa ◽  
Nobuyuki Kanda ◽  
...  

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