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Examples
========

Examples on how to use PTtools to generate various figures.



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Basic
-----

Basic examples on how to use PTtools.



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    <div class="sphx-glr-thumbcontainer" tooltip="Minimal example of parallel bubble solving">

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  .. image:: /auto_examples/basic/images/thumb/sphx_glr_parallel_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_basic_parallel.py`

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      <div class="sphx-glr-thumbnail-title">Parallel</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot a single bubble">

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  .. image:: /auto_examples/basic/images/thumb/sphx_glr_basic_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_basic_basic.py`

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      <div class="sphx-glr-thumbnail-title">Basic usage</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot the velocity and GW spectra of multiple bubbles">

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  .. image:: /auto_examples/basic/images/thumb/sphx_glr_plot_spectra_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_basic_plot_spectra.py`

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      <div class="sphx-glr-thumbnail-title">Plot multiple spectra</div>
    </div>


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Constant $c_s$ model
--------------------

Examples for the constant $c_s$ model.



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    <div class="sphx-glr-thumbcontainer" tooltip="Finding alpha_n_min for ConstCSModel">

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  .. image:: /auto_examples/const_cs/images/thumb/sphx_glr_const_cs_find_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_const_cs_const_cs_find.py`

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      <div class="sphx-glr-thumbnail-title">Finding alpha_n_min for ConstCSModel</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Simple testing for the constant sound speed model">

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  .. image:: /auto_examples/const_cs/images/thumb/sphx_glr_const_cs_testing_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_const_cs_const_cs_testing.py`

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      <div class="sphx-glr-thumbnail-title">ConstCSModel testing</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot various quantities for the constant sound speed model">

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  .. image:: /auto_examples/const_cs/images/thumb/sphx_glr_plot_const_cs_thumb.png
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  :ref:`sphx_glr_auto_examples_const_cs_plot_const_cs.py`

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      <div class="sphx-glr-thumbnail-title">ConstCSModel</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Comparison of BagModel and ConstCSModel">

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  .. image:: /auto_examples/const_cs/images/thumb/sphx_glr_plot_model_comparison_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_const_cs_plot_model_comparison.py`

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      <div class="sphx-glr-thumbnail-title">Comparison of BagModel and ConstCSModel</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Plot the $\xi, v$ plane for the constant sound speed model">

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  .. image:: /auto_examples/const_cs/images/thumb/sphx_glr_plot_const_cs_xi_v_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_const_cs_plot_const_cs_xi_v.py`

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      <div class="sphx-glr-thumbnail-title">ConstCSModel xi, v plane</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Plot $\xi, v, w$ in 3D for the constant sound speed model">

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  .. image:: /auto_examples/const_cs/images/thumb/sphx_glr_plot_const_cs_xi_v_w_thumb.png
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  :ref:`sphx_glr_auto_examples_const_cs_plot_const_cs_xi_v_w.py`

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      <div class="sphx-glr-thumbnail-title">ConstCSModel 3D</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Plot GW spectra for various ConstCSModels">

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  .. image:: /auto_examples/const_cs/images/thumb/sphx_glr_const_cs_gw_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_const_cs_const_cs_gw.py`

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      <div class="sphx-glr-thumbnail-title">GW spectra for ConstCSModel</div>
    </div>


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Properties
----------

Examples on how to extract and plot various properties from the solutions.



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    <div class="sphx-glr-thumbcontainer" tooltip="Plot $\Delta \theta$ surfaces as a function of $w_+$ and $w_-$.">

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  .. image:: /auto_examples/props/images/thumb/sphx_glr_plot_delta_theta_thumb.png
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  :ref:`sphx_glr_auto_examples_props_plot_delta_theta.py`

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      <div class="sphx-glr-thumbnail-title">Delta-Theta</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot LISA instrument and astrophysical noise as a function of frequency.">

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  .. image:: /auto_examples/props/images/thumb/sphx_glr_noise_thumb.png
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  :ref:`sphx_glr_auto_examples_props_noise.py`

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      <div class="sphx-glr-thumbnail-title">LISA noise</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="For debugging the solver">

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  .. image:: /auto_examples/props/images/thumb/sphx_glr_plot_w_by_w_thumb.png
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  :ref:`sphx_glr_auto_examples_props_plot_w_by_w.py`

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      <div class="sphx-glr-thumbnail-title">wn by w_center</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Plot the kinetic energy fraction for various $\alpha_n$ as a function of $\xi_\text{wall}$">

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  .. image:: /auto_examples/props/images/thumb/sphx_glr_plot_ke_frac_thumb.png
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  :ref:`sphx_glr_auto_examples_props_plot_ke_frac.py`

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      <div class="sphx-glr-thumbnail-title">Kinetic energy fraction</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot $v_{CJ} (\alpha_n)$">

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  .. image:: /auto_examples/props/images/thumb/sphx_glr_plot_chapman_jouguet_thumb.png
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  :ref:`sphx_glr_auto_examples_props_plot_chapman_jouguet.py`

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      <div class="sphx-glr-thumbnail-title">Chapman-Jouguet speed</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot the parameters of fluid_reference">

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  .. image:: /auto_examples/props/images/thumb/sphx_glr_plot_reference_props_thumb.png
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  :ref:`sphx_glr_auto_examples_props_plot_reference_props.py`

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      <div class="sphx-glr-thumbnail-title">Bag model reference properties</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="${v}_+, {v}_-$ plane. Adapted from fig. 9 of \ .">

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  .. image:: /auto_examples/props/images/thumb/sphx_glr_vm_vp_plane_thumb.png
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  :ref:`sphx_glr_auto_examples_props_vm_vp_plane.py`

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      <div class="sphx-glr-thumbnail-title">v+, v- plane</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot κ(ξ) for various models">

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  .. image:: /auto_examples/props/images/thumb/sphx_glr_plot_xi_kappa_thumb.png
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  :ref:`sphx_glr_auto_examples_props_plot_xi_kappa.py`

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      <div class="sphx-glr-thumbnail-title">Plot κ(ξ) for various models</div>
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Solvers
-------

Script and figures for comparing the old bag model specific solver with the new generic solver.



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    <div class="sphx-glr-thumbcontainer" tooltip="Compare kappa(xi) for old and new solvers">

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  .. image:: /auto_examples/solvers/images/thumb/sphx_glr_plot_xi_kappa_bag_thumb.png
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  :ref:`sphx_glr_auto_examples_solvers_plot_xi_kappa_bag.py`

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      <div class="sphx-glr-thumbnail-title">Compare kappa(xi) for old and new solvers</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Simple plots for the bag model">

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  .. image:: /auto_examples/solvers/images/thumb/sphx_glr_plot_bag_thumb.png
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  :ref:`sphx_glr_auto_examples_solvers_plot_bag.py`

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      <div class="sphx-glr-thumbnail-title">Bag model</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Comparison of old and new solvers">

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  .. image:: /auto_examples/solvers/images/thumb/sphx_glr_plot_old_new_thumb.png
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  :ref:`sphx_glr_auto_examples_solvers_plot_old_new.py`

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      <div class="sphx-glr-thumbnail-title">Old-new comparison</div>
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Giese
-----

Scripts and figures to compare PTtools with the constant $c_s$ model code by Giese et al.
These examples require the Giese et al. code to be present,
and are therefore not properly plotted in the online documentation.



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    <div class="sphx-glr-thumbcontainer" tooltip="Test comparison with Giese code and data">

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  .. image:: /auto_examples/giese/images/thumb/sphx_glr_giese_testing_thumb.png
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  :ref:`sphx_glr_auto_examples_giese_giese_testing.py`

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      <div class="sphx-glr-thumbnail-title">Giese testing</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot a single bubble using parameters from the code of \ ">

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  .. image:: /auto_examples/giese/images/thumb/sphx_glr_plot_giese_bubble_thumb.png
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  :ref:`sphx_glr_auto_examples_giese_plot_giese_bubble.py`

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      <div class="sphx-glr-thumbnail-title">Giese bubble</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Testing to find the properties of a single bubble with PTtools and Giese solvers">

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  .. image:: /auto_examples/giese/images/thumb/sphx_glr_giese_testing3_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_giese_giese_testing3.py`

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      <div class="sphx-glr-thumbnail-title">Giese testing 3</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Compare Giese fluid profiles with PTtools">

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  .. image:: /auto_examples/giese/images/thumb/sphx_glr_giese_testing2_thumb.png
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  :ref:`sphx_glr_auto_examples_giese_giese_testing2.py`

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      <div class="sphx-glr-thumbnail-title">Giese testing 2</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Comparison of Giese and PTtools solvers">

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  .. image:: /auto_examples/giese/images/thumb/sphx_glr_giese_comparison_thumb.png
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  :ref:`sphx_glr_auto_examples_giese_giese_comparison.py`

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      <div class="sphx-glr-thumbnail-title">Comparison of Giese and PTtools solvers</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Reproduction of \ , fig. 2. These figures are used in Mika&#x27;s M.Sc. thesis.">

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  .. image:: /auto_examples/giese/images/thumb/sphx_glr_giese_lisa_fig2_thumb.png
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  :ref:`sphx_glr_auto_examples_giese_giese_lisa_fig2.py`

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      <div class="sphx-glr-thumbnail-title">Giese LISA fig. 2</div>
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.. toctree::
   :hidden:
   :includehidden:


   /auto_examples/basic/index.rst
   /auto_examples/const_cs/index.rst
   /auto_examples/props/index.rst
   /auto_examples/solvers/index.rst
   /auto_examples/giese/index.rst


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      :download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`


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