Computing the oscillation modes of relativistic stars in Python.
For the uninitiated, a good textbook on oscillation modes in the context of Newtonian gravity is Ref. [1]. This implementation follows closely Ref. [2].
relmodpy depends on numpy and scipy. It uses numpy for mathematical functions and linear-algebra operations. scipy is used for solving differential equations.
An example of its use is shown in example.py. Throughout its implementation, geometric units, where
To calculate oscillation modes, the user must supply, first and foremost, an equation of state for the stellar matter. This will be described by an EOS object that contains the following thermodynamic relationships as methods:
epsilon(p): the energy density [km^-2] as a function of pressure [km^-2],Gamma(p): the adiabatic index associated with the background [dimensionless] as a function of pressure [km^-2],Gamma1(p): the adiabatic index associated with the perturbations [dimensionless] as a function of pressure [km^-2].
relmodpy provides some simple examples in eos.py, one of which is used in example.py. These are assumed to be barotropic, where Polytrope and EnergyPolytrope. These are not intended to be accurate descriptions of neutron-star matter.
The perturbations are calculated on top of a spherically symmetric background. This must be initialised before the modes are computed.
The background is contained in a Star object, which has two parameters: an EOS object and pc central pressure [km^-2]. It can be initialised as
from relmodpy import Star
from relmodpy.eos import EnergyPolytrope
eos = EnergyPolytrope(1, 100)
star = Star(eos, 5.52e-3)
Provided the equation of state and the computed background, one is in a position to obtain the oscillation modes. The Mode object is initialised as
from relmodpy import Mode
mode = Mode(star)
Note: mode accesses the equation of state from star, since the background and mode will use the same equation of state.
Searching for the quadrupole f-mode can be done as
l = 2
omegaguess = (0.171 + 6.2e-5j)/star.M
mode.solve(l,
(omegaguess,
1.001*omegaguess.real + 1j*omegaguess.imag,
omegaguess.real + 1.001j*omegaguess.imag))
From mode, the user can access the eigenfrequency omega, as well as the eigenfunctions (H1, K, W, X).
I do not claim that this code is suited to finding the infinite spectrum of oscillation modes of a star, since this is a substantially challenging, computational task. Furthermore, it should be noted that for oscillations that are damped extremely weakly (g-modes), the imaginary parts of their eigenfrequencies can be below machine precision. In relmodpy, an artifical cut-off frequency is assumed, below which only the real parts are calculated. I have, however, made an effort to test this code on established results in the literature [3,4]. These can be found in test.py.
For example, to run the tests on mode.py, write
python -m unittest tests.test_mode
in the root directory. Warning: this can take quite a while...
[1] Unno et al. (1989), "Nonradial oscillations of stars," University of Tokyo Press, Tokyo.
[2] Detweiler and Lindblom (1985), "On the nonradial pulsations of general relativistic stellar models," Astrophys. J. 292, 12.
[3] Andersson, Kokkotas and Schutz (1995), "A new numerical approach to the oscillation modes of relativistic stars," Mon. Not. R. Astron. Soc. 274 (4), 1039.
[4] Krüger (2015), "Seismology of adolescent general relativistic neutron stars," PhD thesis, University of Southampton.