:orphan:

Example gallery
===============

Self-contained examples cover average-atom electronic structure, QM/TF and
IS/SC comparisons, one- and multicomponent QOZ/HNC, LFC sensitivity,
and ionization and pressure ionization.

Each page places figures and terminal diagnostics before its downloadable
Python source.  The input block selects either checksummed
Otter results or a fresh calculation; every figure is exported as PNG and
vector PDF.  Published-data comparisons live in the separate
:doc:`scientific benchmark gallery </benchmarks/gen_benchmarks/index>`.


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    <div class="sphx-glr-thumbcontainer" tooltip="This example follows one aluminium state through the complete Otter pipeline:">

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  .. image:: /gen_examples/images/thumb/sphx_glr_plot_al_full_workflow_thumb.png
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  :doc:`/gen_examples/plot_al_full_workflow`

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      <div class="sphx-glr-thumbnail-title">Al: complete electronic-to-ionic workflow</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example compares the ion-sphere (IS) construction with Otter&#x27;s experimental self-consistent (SC) average-atom/QOZ feedback for aluminium at \rho=8.1\ {\rm g\,cm^{-3}} and T_e=T_i=15\ {\rm eV}.  Both orbital Kohn--Sham DFT (KS-DFT) and finite-temperature Thomas--Fermi (TF) electrons are shown.">

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  .. image:: /gen_examples/images/thumb/sphx_glr_plot_al_is_sc_comparison_thumb.png
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  :doc:`/gen_examples/plot_al_is_sc_comparison`

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      <div class="sphx-glr-thumbnail-title">Experimental IS/SC feedback for aluminium</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example compares Kohn--Sham density-functional theory (KS-DFT, API model qm) and finite-temperature Thomas--Fermi (TF) average atoms for aluminium at rho=8.1 g/cc and T=1, 15, 50, 100 eV.  Both electronic models feed the same ion-sphere pseudoatom, QOZ/HNC, and Chabrier-1990 LFC construction.">

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  .. image:: /gen_examples/images/thumb/sphx_glr_plot_al_qm_tf_thumb.png
    :alt:

  :doc:`/gen_examples/plot_al_qm_tf`

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      <div class="sphx-glr-thumbnail-title">Aluminium KS-DFT and Thomas--Fermi comparison</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This self-contained example evaluates the static ionic Rayleigh weight">

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  .. image:: /gen_examples/images/thumb/sphx_glr_plot_al_rayleigh_weight_thumb.png
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  :doc:`/gen_examples/plot_al_rayleigh_weight`

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      <div class="sphx-glr-thumbnail-title">Al: elastic Rayleigh weight versus density</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example scans carbon at T_e=100 eV with Otter&#x27;s orbital finite-temperature average atom.  The same full-AA solutions provide">

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  .. image:: /gen_examples/images/thumb/sphx_glr_plot_carbon_ionization_levels_thumb.png
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  :doc:`/gen_examples/plot_carbon_ionization_levels`

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      <div class="sphx-glr-thumbnail-title">Carbon ionization and pressure-ionization levels</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This complete example keeps the carbon KS average atom and screening cloud fixed, then changes only the static electron local-field correction (LFC) in the response, effective ion potential, and HNC calculation.  The state is rho=5 g/cc at T=2 and 100 eV.">

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  .. image:: /gen_examples/images/thumb/sphx_glr_plot_carbon_lfc_sensitivity_thumb.png
    :alt:

  :doc:`/gen_examples/plot_carbon_lfc_sensitivity`

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      <div class="sphx-glr-thumbnail-title">Carbon: local-field-correction sensitivity</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example calculates one genuine two-species plasma with the public Otter workflow:">

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  .. image:: /gen_examples/images/thumb/sphx_glr_plot_ch136_mixture_workflow_thumb.png
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  :doc:`/gen_examples/plot_ch136_mixture_workflow`

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      <div class="sphx-glr-thumbnail-title">CH1.36: multicomponent electronic-to-ionic workflow</div>
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.. toctree::
   :hidden:

   /gen_examples/plot_al_full_workflow
   /gen_examples/plot_al_is_sc_comparison
   /gen_examples/plot_al_qm_tf
   /gen_examples/plot_al_rayleigh_weight
   /gen_examples/plot_carbon_ionization_levels
   /gen_examples/plot_carbon_lfc_sensitivity
   /gen_examples/plot_ch136_mixture_workflow


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  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: gen_examples_python.zip </gen_examples/gen_examples_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: gen_examples_jupyter.zip </gen_examples/gen_examples_jupyter.zip>`


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

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