CAMB: Getting the power spectrum for isocurvature perturbations for dark matter

Use of Cobaya. camb, CLASS, cosmomc, compilers, etc.
Post Reply
Ian DSouza
Posts: 3
Joined: September 27 2023
Affiliation: University of Canterbury

CAMB: Getting the power spectrum for isocurvature perturbations for dark matter

Post by Ian DSouza » October 30 2023

I am trying to get the power spectrum for isocurvature perturbations for dark matter for redshift $z=1$ using CAMB. I used ChatGPT's help to arrive at the following code:

Code: Select all

import numpy as np
import camb
from camb import model, initialpower
import matplotlib.pyplot as plt

# Set up the CAMB parameters
pars = camb.CAMBparams()

# Set cosmological parameters
pars.set_cosmology(H0=67.7, ombh2=0.022447, omch2=0.11928, mnu=0.06, omk=0, tau=0.0568)

# Indicate we want scalar perturbations
pars.WantScalars = True
pars.WantTensors = False
pars.WantVectors = False
pars.DoLensing = True

# Set the initial power spectrum parameters
pars.InitPower.set_params(As=2e-9, ns=0.9682)


# Adjust the InitialCondition and InitialConditionVector
pars.InitialCondition = 2
pars.InitialConditionVector = [0, 1]

# Set the desired redshift
redshifts = np.array([1])
pars.set_matter_power(redshifts=redshifts, kmax=5)

# Calculate results for these parameters
results = camb.get_results(pars)

# Get the matter power spectrum at the desired redshift: P(k,z)
kmin = 1e-4
kmax = 5
nk = 1000
k = np.logspace(np.log10(kmin), np.log10(kmax), nk)
ks_isocurvature, zs_isocurvature, pk_isocurvature  = results.get_matter_power_spectrum(minkh=kmin, maxkh=kmax, npoints=nk)
pk_isocurvature = pk_isocurvature.T

plt.rcParams["mathtext.fontset"] = "cm"
# Plot
for i , z in enumerate(zs_isocurvature):
    plt.loglog(ks_isocurvature, pk_isocurvature[:,i], label=f"Isocurvature mode")
However, I get the same power spectrum as that for adiabatic perturbations for dark matter. Could someone help me modify this code to get only the isocurvature contribution.

Antony Lewis
Posts: 1943
Joined: September 23 2004
Affiliation: University of Sussex
Contact:

Re: CAMB: Getting the power spectrum for isocurvature perturbations for dark matter

Post by Antony Lewis » October 30 2023

I think you want to set pars.scalar_initial_condition = initial_iso_CDM

Ian DSouza
Posts: 3
Joined: September 27 2023
Affiliation: University of Canterbury

Re: CAMB: Getting the power spectrum for isocurvature perturbations for dark matter

Post by Ian DSouza » October 31 2023

Thanks, that seemed to change the power spectrum.

Post Reply