Source code for astropy.cosmology.flrw.w0wacdm

# Licensed under a 3-clause BSD style license - see LICENSE.rst

from numpy import exp

import astropy.units as u
from astropy.cosmology.parameter import Parameter
from astropy.cosmology.utils import aszarr

from . import scalar_inv_efuncs
from .base import FLRW, FlatFLRWMixin

__all__ = ["w0waCDM", "Flatw0waCDM"]

__doctest_requires__ = {'*': ['scipy']}


[docs]class w0waCDM(FLRW): r"""FLRW cosmology with a CPL dark energy equation of state and curvature. The equation for the dark energy equation of state uses the CPL form as described in Chevallier & Polarski [1]_ and Linder [2]_: :math:`w(z) = w_0 + w_a (1-a) = w_0 + w_a z / (1+z)`. Parameters ---------- H0 : float or scalar quantity-like ['frequency'] Hubble constant at z = 0. If a float, must be in [km/sec/Mpc]. Om0 : float Omega matter: density of non-relativistic matter in units of the critical density at z=0. Ode0 : float Omega dark energy: density of dark energy in units of the critical density at z=0. w0 : float, optional Dark energy equation of state at z=0 (a=1). This is pressure/density for dark energy in units where c=1. wa : float, optional Negative derivative of the dark energy equation of state with respect to the scale factor. A cosmological constant has w0=-1.0 and wa=0.0. Tcmb0 : float or scalar quantity-like ['temperature'], optional Temperature of the CMB z=0. If a float, must be in [K]. Default: 0 [K]. Setting this to zero will turn off both photons and neutrinos (even massive ones). Neff : float, optional Effective number of Neutrino species. Default 3.04. m_nu : quantity-like ['energy', 'mass'] or array-like, optional Mass of each neutrino species in [eV] (mass-energy equivalency enabled). If this is a scalar Quantity, then all neutrino species are assumed to have that mass. Otherwise, the mass of each species. The actual number of neutrino species (and hence the number of elements of m_nu if it is not scalar) must be the floor of Neff. Typically this means you should provide three neutrino masses unless you are considering something like a sterile neutrino. Ob0 : float or None, optional Omega baryons: density of baryonic matter in units of the critical density at z=0. If this is set to None (the default), any computation that requires its value will raise an exception. name : str or None (optional, keyword-only) Name for this cosmological object. meta : mapping or None (optional, keyword-only) Metadata for the cosmology, e.g., a reference. Examples -------- >>> from astropy.cosmology import w0waCDM >>> cosmo = w0waCDM(H0=70, Om0=0.3, Ode0=0.7, w0=-0.9, wa=0.2) The comoving distance in Mpc at redshift z: >>> z = 0.5 >>> dc = cosmo.comoving_distance(z) References ---------- .. [1] Chevallier, M., & Polarski, D. (2001). Accelerating Universes with Scaling Dark Matter. International Journal of Modern Physics D, 10(2), 213-223. .. [2] Linder, E. (2003). Exploring the Expansion History of the Universe. Phys. Rev. Lett., 90, 091301. """ w0 = Parameter(doc="Dark energy equation of state at z=0.", fvalidate="float") wa = Parameter(doc="Negative derivative of dark energy equation of state w.r.t. a.", fvalidate="float") def __init__(self, H0, Om0, Ode0, w0=-1.0, wa=0.0, Tcmb0=0.0*u.K, Neff=3.04, m_nu=0.0*u.eV, Ob0=None, *, name=None, meta=None): super().__init__(H0=H0, Om0=Om0, Ode0=Ode0, Tcmb0=Tcmb0, Neff=Neff, m_nu=m_nu, Ob0=Ob0, name=name, meta=meta) self.w0 = w0 self.wa = wa # Please see :ref:`astropy-cosmology-fast-integrals` for discussion # about what is being done here. if self._Tcmb0.value == 0: self._inv_efunc_scalar = scalar_inv_efuncs.w0wacdm_inv_efunc_norel self._inv_efunc_scalar_args = (self._Om0, self._Ode0, self._Ok0, self._w0, self._wa) elif not self._massivenu: self._inv_efunc_scalar = scalar_inv_efuncs.w0wacdm_inv_efunc_nomnu self._inv_efunc_scalar_args = (self._Om0, self._Ode0, self._Ok0, self._Ogamma0 + self._Onu0, self._w0, self._wa) else: self._inv_efunc_scalar = scalar_inv_efuncs.w0wacdm_inv_efunc self._inv_efunc_scalar_args = (self._Om0, self._Ode0, self._Ok0, self._Ogamma0, self._neff_per_nu, self._nmasslessnu, self._nu_y_list, self._w0, self._wa)
[docs] def w(self, z): r"""Returns dark energy equation of state at redshift ``z``. Parameters ---------- z : Quantity-like ['redshift'], array-like, or `~numbers.Number` Input redshift. Returns ------- w : ndarray or float The dark energy equation of state Returns `float` if the input is scalar. Notes ----- The dark energy equation of state is defined as :math:`w(z) = P(z)/\rho(z)`, where :math:`P(z)` is the pressure at redshift z and :math:`\rho(z)` is the density at redshift z, both in units where c=1. Here this is :math:`w(z) = w_0 + w_a (1 - a) = w_0 + w_a \frac{z}{1+z}`. """ z = aszarr(z) return self._w0 + self._wa * z / (z + 1.0)
[docs] def de_density_scale(self, z): r"""Evaluates the redshift dependence of the dark energy density. Parameters ---------- z : Quantity-like ['redshift'], array-like, or `~numbers.Number` Input redshift. Returns ------- I : ndarray or float The scaling of the energy density of dark energy with redshift. Returns `float` if the input is scalar. Notes ----- The scaling factor, I, is defined by :math:`\rho(z) = \rho_0 I`, and in this case is given by .. math:: I = \left(1 + z\right)^{3 \left(1 + w_0 + w_a\right)} \exp \left(-3 w_a \frac{z}{1+z}\right) """ z = aszarr(z) zp1 = z + 1.0 # (converts z [unit] -> z [dimensionless]) return zp1 ** (3 * (1 + self._w0 + self._wa)) * exp(-3 * self._wa * z / zp1)
[docs]class Flatw0waCDM(FlatFLRWMixin, w0waCDM): """FLRW cosmology with a CPL dark energy equation of state and no curvature. The equation for the dark energy equation of state uses the CPL form as described in Chevallier & Polarski [1]_ and Linder [2]_: :math:`w(z) = w_0 + w_a (1-a) = w_0 + w_a z / (1+z)`. Parameters ---------- H0 : float or scalar quantity-like ['frequency'] Hubble constant at z = 0. If a float, must be in [km/sec/Mpc]. Om0 : float Omega matter: density of non-relativistic matter in units of the critical density at z=0. w0 : float, optional Dark energy equation of state at z=0 (a=1). This is pressure/density for dark energy in units where c=1. wa : float, optional Negative derivative of the dark energy equation of state with respect to the scale factor. A cosmological constant has w0=-1.0 and wa=0.0. Tcmb0 : float or scalar quantity-like ['temperature'], optional Temperature of the CMB z=0. If a float, must be in [K]. Default: 0 [K]. Setting this to zero will turn off both photons and neutrinos (even massive ones). Neff : float, optional Effective number of Neutrino species. Default 3.04. m_nu : quantity-like ['energy', 'mass'] or array-like, optional Mass of each neutrino species in [eV] (mass-energy equivalency enabled). If this is a scalar Quantity, then all neutrino species are assumed to have that mass. Otherwise, the mass of each species. The actual number of neutrino species (and hence the number of elements of m_nu if it is not scalar) must be the floor of Neff. Typically this means you should provide three neutrino masses unless you are considering something like a sterile neutrino. Ob0 : float or None, optional Omega baryons: density of baryonic matter in units of the critical density at z=0. If this is set to None (the default), any computation that requires its value will raise an exception. name : str or None (optional, keyword-only) Name for this cosmological object. meta : mapping or None (optional, keyword-only) Metadata for the cosmology, e.g., a reference. Examples -------- >>> from astropy.cosmology import Flatw0waCDM >>> cosmo = Flatw0waCDM(H0=70, Om0=0.3, w0=-0.9, wa=0.2) The comoving distance in Mpc at redshift z: >>> z = 0.5 >>> dc = cosmo.comoving_distance(z) To get an equivalent cosmology, but of type `astropy.cosmology.w0waCDM`, use :attr:`astropy.cosmology.FlatFLRWMixin.nonflat`. >>> cosmo.nonflat w0waCDM(H0=70.0 km / (Mpc s), Om0=0.3, ... References ---------- .. [1] Chevallier, M., & Polarski, D. (2001). Accelerating Universes with Scaling Dark Matter. International Journal of Modern Physics D, 10(2), 213-223. .. [2] Linder, E. (2003). Exploring the Expansion History of the Universe. Phys. Rev. Lett., 90, 091301. """ def __init__(self, H0, Om0, w0=-1.0, wa=0.0, Tcmb0=0.0*u.K, Neff=3.04, m_nu=0.0*u.eV, Ob0=None, *, name=None, meta=None): super().__init__(H0=H0, Om0=Om0, Ode0=0.0, w0=w0, wa=wa, Tcmb0=Tcmb0, Neff=Neff, m_nu=m_nu, Ob0=Ob0, name=name, meta=meta) # Please see :ref:`astropy-cosmology-fast-integrals` for discussion # about what is being done here. if self._Tcmb0.value == 0: self._inv_efunc_scalar = scalar_inv_efuncs.fw0wacdm_inv_efunc_norel self._inv_efunc_scalar_args = (self._Om0, self._Ode0, self._w0, self._wa) elif not self._massivenu: self._inv_efunc_scalar = scalar_inv_efuncs.fw0wacdm_inv_efunc_nomnu self._inv_efunc_scalar_args = (self._Om0, self._Ode0, self._Ogamma0 + self._Onu0, self._w0, self._wa) else: self._inv_efunc_scalar = scalar_inv_efuncs.fw0wacdm_inv_efunc self._inv_efunc_scalar_args = (self._Om0, self._Ode0, self._Ogamma0, self._neff_per_nu, self._nmasslessnu, self._nu_y_list, self._w0, self._wa)