.. _sphx_glr__examples_02_generative_design_ex:



Generative Design
---------------------------

This section provides a collection of practical script examples illustrating the Generative Design feature of SimAI.
They serve as a reference guide for users to implement similar solutions in their projects.




.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to connect to the instance, create a new project, and upload geometry files as training data.">

.. only:: html

  .. image:: /_examples/02_generative_design_ex/images/thumb/sphx_glr_00-create_project_upload_data_thumb.png
    :alt:

  :ref:`sphx_glr__examples_02_generative_design_ex_00-create_project_upload_data.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Creating a GeomAI Project and Uploading Training Data</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to configure a Generative Design model, start the model training process, and monitor the build progress.">

.. only:: html

  .. image:: /_examples/02_generative_design_ex/images/thumb/sphx_glr_01-build_model_thumb.png
    :alt:

  :ref:`sphx_glr__examples_02_generative_design_ex_01-build_model.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Building a Generative Design Model</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to generate random geometries using random latent parameters.">

.. only:: html

  .. image:: /_examples/02_generative_design_ex/images/thumb/sphx_glr_02-generate_random_geometries_thumb.png
    :alt:

  :ref:`sphx_glr__examples_02_generative_design_ex_02-generate_random_geometries.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Generating Random Geometries</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to interpolate between two geometries in latent space.">

.. only:: html

  .. image:: /_examples/02_generative_design_ex/images/thumb/sphx_glr_03-interpolate_geometries_thumb.png
    :alt:

  :ref:`sphx_glr__examples_02_generative_design_ex_03-interpolate_geometries.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Interpolating Between Geometries</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /_examples/02_generative_design_ex/00-create_project_upload_data
   /_examples/02_generative_design_ex/01-build_model
   /_examples/02_generative_design_ex/02-generate_random_geometries
   /_examples/02_generative_design_ex/03-interpolate_geometries