Cylinder: Coupling vs Diameter

This example demonstrates how to compute and visualize the coupling efficiency as a function of diameter for cylindrical scatterers using PyMieSim.

Importing the package dependencies: numpy, PyMieSim

import numpy as np
from PyMieSim.experiment.detector import Photodiode
from PyMieSim.experiment.scatterer import Sphere
from PyMieSim.experiment.source import Gaussian
from PyMieSim.experiment import Setup
from PyMieSim.units import nanometer, degree, watt, AU, RIU

Defining the source

source = Gaussian(
    wavelength=[100, 1200] * nanometer,  # 1200 nm
    polarization=90 * degree,  # Polarization angle in degrees
    optical_power=1e-3 * watt,  # 1 milliwatt
    NA=0.2 * AU  # Numerical Aperture
)

Defining the scatterer distribution

scatterer = Sphere(
    diameter=np.linspace(100, 300, 200) * nanometer,  # Diameters ranging from 100 nm to 3000 nm
    property=[1.4] * RIU,  # Material of the cylinder
    medium_property=1.0 * RIU,  # Refractive index of the surrounding medium
    source=source
)

Defining the detector

detector = Photodiode(
    NA=[0.1] * AU,  # Numerical Apertures for the detector
    phi_offset=[-180.0] * degree,  # Phi offset in degrees
    gamma_offset=[0.0] * degree,  # Gamma offset in degrees
    sampling=600 * AU,  # Number of sampling points
    polarization_filter=None  # No polarization filter
)

Setting up the experiment

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

Measuring the coupling efficiency

dataframe = experiment.get('coupling')

Plotting the results Visualizing how the coupling efficiency varies with the cylinder diameter.

dataframe.plot_data(x="scatterer:diameter")

<Axes: xlabel='nanometer', ylabel='watt'>