Tutorials and Doc (#191)

* Tutorial doc update
* update doc tutorial
* doc not compiling

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Co-authored-by: Dario Coscia <dcoscia@euclide.maths.sissa.it>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
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Nicola Demo
2023-10-23 12:48:09 +02:00
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PINA Tutorials
==============
In this folder we collect useful tutorials in order to understand the principles and the potential of **PINA**.
.. toctree::
:maxdepth: 3
:hidden:
Getting started with PINA
-------------------------
* :doc:`Introduction to PINA for Physics Informed Neural Networks training<tutorials/tutorial1/tutorial>`
* :doc:`Building custom geometries with PINA Location class<tutorials/tutorial6/tutorial>`
Physics Informed Neural Networks
--------------------------------
* :doc:`Two dimensional Poisson problem using Extra Features Learning<tutorials/tutorial2/tutorial>`
* :doc:`Two dimensional Wave problem with hard constraint<tutorials/tutorial3/tutorial>`
Neural Operator Learning
------------------------
* :doc:`Two dimensional Darcy flow using the Fourier Neural Operator<tutorials/tutorial5/tutorial>`
Supervised Learning
-------------------
* :doc:`Unstructured convolutional autoencoder via continuous convolution<tutorials/tutorial4/tutorial>`