Latent Representation of PDE Solutions
=======================================
.. important::
   This tutorial demonstrates autoencoder-based representation learning on solutions of a
   convection-diffusion equation across multiple 2D grid resolutions, with cross-modal
   latent-space alignment.

  - **NAIC Portal**: https://www.naic.no/
  - **Orchestrator**: https://orchestrator.naic.no/
  - **Repository**: https://github.com/NAICNO/wp7-UC7-latent-pde-representation


.. toctree::
   :maxdepth: 1
   :caption: Getting started:

   episodes/01-Introduction.md
   episodes/02-provision-vm.md
   episodes/03-setup-environment.md

.. toctree::
   :maxdepth: 1
   :caption: Machine Learning Methodology

   episodes/04-ml-methodology.md

.. toctree::
   :maxdepth: 1
   :caption: Running the experiments

   episodes/05-running-experiments.md
   episodes/06-analyzing-results.md

.. toctree::
   :maxdepth: 1
   :caption: FAQ and Reference

   episodes/07-faq.md
   downloads/index.rst