.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "gallery/experiment/cylinder/Qsca_vs_index.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_gallery_experiment_cylinder_Qsca_vs_index.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_gallery_experiment_cylinder_Qsca_vs_index.py:


InfiniteCylinder: Qsca vs Index
===============================

This example demonstrates how to compute and visualize the scattering efficiency (Qsca) as a function of refractive index for cylindrical scatterers using PyMieSim, considering multiple wavelengths.

.. GENERATED FROM PYTHON SOURCE LINES 7-43



.. image-sg:: /gallery/experiment/cylinder/images/sphx_glr_Qsca_vs_index_001.png
   :alt: Qsca vs index
   :srcset: /gallery/experiment/cylinder/images/sphx_glr_Qsca_vs_index_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Result dimensions and shape: ('measure', 'source:wavelength', 'scatterer:material') (2, 3, 1500)
    Measure units: {'Qsca': <Unit('dimensionless')>, 'Qext': <Unit('dimensionless')>}
    /opt/hostedtoolcache/Python/3.11.17/x64/lib/python3.11/site-packages/matplotlib/cbook.py:1719: ComplexWarning: Casting complex values to real discards the imaginary part
      return math.isfinite(val)
    /opt/hostedtoolcache/Python/3.11.17/x64/lib/python3.11/site-packages/matplotlib/cbook.py:1355: ComplexWarning: Casting complex values to real discards the imaginary part
      return np.asarray(x, float)






|

.. code-block:: Python

    import numpy as np
    from PyMieSim import (
        Measure,
        ureg,
        InfiniteCylinderSet,
        GaussianSet,
        PolarizationSet,
        Experiment,
    )


    polarization_set = PolarizationSet(
        angles=[30.0] * ureg.degree,
    )

    source = GaussianSet(
        wavelength=[500, 1000, 1500] * ureg.nanometer,
        polarization=polarization_set,
        optical_power=[1e-3] * ureg.watt,
        numerical_aperture=[0.2],
    )

    scatterer = InfiniteCylinderSet(
        diameter=[800] * ureg.nanometer,
        material=np.linspace(1.3, 1.9, 1500),
        medium=[1.0],
    )

    experiment = Experiment(scatterer_set=scatterer, source_set=source)

    result = experiment.get(Measure.QSCA, Measure.QEXT)

    print("Result dimensions and shape:", result.dims, result.shape)
    print("Measure units:", result.attrs["units"])

    result.plot(x="scatterer:material", y="Qsca")


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.483 seconds)


.. _sphx_glr_download_gallery_experiment_cylinder_Qsca_vs_index.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: Qsca_vs_index.ipynb <Qsca_vs_index.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: Qsca_vs_index.py <Qsca_vs_index.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: Qsca_vs_index.zip <Qsca_vs_index.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_