Tutorial
=================
This tutorial provides an in-depth introduction to the fundamental principles behind **ADFWI** and practical examples to illustrate its key components. By following this tutorial, users will gain a deeper understanding of the theoretical foundations and implementation details of the framework.  


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   :maxdepth: 2

   automatic_differentiation/automatic_differentiation

.. toctree::
   :maxdepth: 2

   wave_equation/wave_equations

.. toctree::
   :maxdepth: 2

   objective_functions/objective_functions

.. toctree::
   :maxdepth: 2

   optimization_methods/optimizer

.. toctree::
   :maxdepth: 2

   regularization_methods/regularization

.. toctree::
   :maxdepth: 2

   deep_reparameterization/deep_reparameterization