from typing import Callable import numpy as np import scipy.integrate import pynam.noise.im_ref def get_chi_zz_e(eps: Callable[[float], complex]) -> Callable[[float], float]: im_ref_p = pynam.noise.im_ref.get_im_ref_p(eps) def chi_zz_e(z: float) -> float: def integrand(y: float) -> float: return (y**2) * im_ref_p(y / z) * np.exp(-2 * y) return scipy.integrate.quad(integrand, 0, np.inf, epsabs=1e-10, epsrel=1e-10)[0] / (z**3) return chi_zz_e