.. _sphx_glr__examples_01_modelling:

Examples: Forward Modelling
---------------------------




.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Sensitivity distributions can be easily plotted using the tdMan class:">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_00_sensitivity_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_00_sensitivity.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plotting sensitivities</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="A subsurface model is basically an array of the same length as the number of model cells in the finite-element mesh. We refer to such an array as a parameter set (or parset), and the numeric (integer) id that refers to such as parset in the parameter manager as a pid. For DC forward modeling you only need one resistivity model (with M resistivity values for the M model cells), while for complex resistivity modeling you need a resistivity and a phase array.">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_01_modifying_models_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_01_modifying_models.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Modify a subsurface model</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Generate Gaussian Models">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_02_anomalies_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_02_anomalies.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Generate Gaussian Models</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="CRMod can return the potential distribution associated with the current electrode locations of each registered quadrupole. We can retrieve those potentials using the tdMan object and plot them. The current distribution can then be computed TODO">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_03_potentials_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_03_potentials.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot a potential distribution</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The eit manager can be used to easily create forward models using different parameterizations.">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_04_gen_seit_model_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_04_gen_seit_model.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Generating sEIT forward models</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Generating sEIT forward models using a mask and a lookup table">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_05_seit_fwd_lookup_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_05_seit_fwd_lookup.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Generating sEIT forward models using a mask and a lookup table</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="A 2D space, time and frequency data set is generated for testing purposes in reda.">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_06_synthetic_4d_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_06_synthetic_4d.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Generating a 4D synthetic data set with noise.</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Test plotting forward models for different mesh boundaries.">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_07_fwd_model_plotting_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_07_fwd_model_plotting.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot forward models</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Segmenting sensitivity distributions">

.. only:: html

  .. image:: /_examples/01_modelling/images/thumb/sphx_glr_plot_08_sensitivity_thresholding_thumb.png
    :alt:

  :ref:`sphx_glr__examples_01_modelling_plot_08_sensitivity_thresholding.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Segmenting sensitivity distributions</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /_examples/01_modelling/plot_00_sensitivity
   /_examples/01_modelling/plot_01_modifying_models
   /_examples/01_modelling/plot_02_anomalies
   /_examples/01_modelling/plot_03_potentials
   /_examples/01_modelling/plot_04_gen_seit_model
   /_examples/01_modelling/plot_05_seit_fwd_lookup
   /_examples/01_modelling/plot_06_synthetic_4d
   /_examples/01_modelling/plot_07_fwd_model_plotting
   /_examples/01_modelling/plot_08_sensitivity_thresholding