Sphere: Coupling vs sampling

Importing the package dependencies: numpy, PyMieSim

import numpy
from TypedUnit import ureg

from PyMieSim.experiment.detector import Photodiode
from PyMieSim.experiment.scatterer import Sphere
from PyMieSim.experiment.source import Gaussian
from PyMieSim.experiment import Setup
from PyOptik import Material

source = Gaussian(
    wavelength=400 * ureg.nanometer,
    polarization=90 * ureg.degree,
    optical_power=1e-3 * ureg.watt,
    NA=0.2 * ureg.AU,
)
scatterer = Sphere(
    diameter=5000 * ureg.nanometer,
    property=Material.BK7,
    medium_property=1 * ureg.RIU,
    source=source,
)

detector = Photodiode(
    NA=[0.2] * ureg.AU,
    phi_offset=numpy.linspace(-20, 20, 400) * ureg.degree,
    gamma_offset=0 * ureg.degree,
    sampling=[20, 40, 80, 160] * ureg.AU,
)

experiment = Setup(scatterer=scatterer, source=source, detector=detector)

dataframe = experiment.get("coupling")

dataframe.plot(x="detector:phi_offset")

<Figure size 800x500 with 1 Axes>