0c8072274e
* Tutorial doc update * update doc tutorial * doc not compiling --------- Co-authored-by: Dario Coscia <dcoscia@euclide.maths.sissa.it> Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
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1011 B
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28 lines
1011 B
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PINA Tutorials
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==============
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In this folder we collect useful tutorials in order to understand the principles and the potential of **PINA**.
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.. toctree::
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:maxdepth: 3
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:hidden:
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Getting started with PINA
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-------------------------
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* :doc:`Introduction to PINA for Physics Informed Neural Networks training<tutorials/tutorial1/tutorial>`
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* :doc:`Building custom geometries with PINA Location class<tutorials/tutorial6/tutorial>`
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Physics Informed Neural Networks
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--------------------------------
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* :doc:`Two dimensional Poisson problem using Extra Features Learning<tutorials/tutorial2/tutorial>`
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* :doc:`Two dimensional Wave problem with hard constraint<tutorials/tutorial3/tutorial>`
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Neural Operator Learning
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------------------------
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* :doc:`Two dimensional Darcy flow using the Fourier Neural Operator<tutorials/tutorial5/tutorial>`
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Supervised Learning
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-------------------
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* :doc:`Unstructured convolutional autoencoder via continuous convolution<tutorials/tutorial4/tutorial>`
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