# PBDL Table of content (cf https://jupyterbook.org/customize/toc.html)
#

- file: intro.md

- part: Introduction
  chapters:
  - file: intro-teaser.ipynb
  - file: overview.md
    sections:
      - file: overview-equations.md
      - file: overview-burgers-forw.ipynb
      - file: overview-ns-forw.ipynb
  - file: supervised.md
    sections:
      - file: supervised-airfoils.ipynb
      - file: supervised-discuss.md

- part: Physical Losses
  chapters:
  - file: physicalloss.md
  - file: physicalloss-code.ipynb
  - file: physicalloss-discuss.md

- part: Differentiable Physics
  chapters:
  - file: diffphys.md
  - file: diffphys-code-burgers.ipynb
  - file: diffphys-discuss.md
  - file: diffphys-code-ns.ipynb
  - file: diffphys-dpvspinn.md

- part: Complex Examples with DP
  chapters:
  - file: diffphys-examples.md
  - file: diffphys-code-sol.ipynb
  - file: diffphys-control.ipynb
  - file: diffphys-outlook.md

- part: Physical Gradients
  chapters:
  - file: physgrad.md
  - file: physgrad-comparison.ipynb
  - file: physgrad-nn.md
  - file: physgrad-discuss.md

- part: PBDL and Uncertainty 
  chapters:
  - file: bayesian-intro.md
  - file: bayesian-code.md
  
- part: End Matter
  chapters:
  - file: outlook.md
 #  - file: old-phiflow1.md
 #    sections:
 #      - file: overview-burgers-forw-v1.ipynb
 #      - file: overview-ns-forw-v1.ipynb
 #      - file: physicalloss-code-v2.ipynb
 #      - file: diffphys-code-gradient-v1.ipynb
 #      - file: diffphys-code-tf.ipynb
 #      - file: diffphys-code-ns-v1.ipynb
 #      - file: diffphys-code-ns-v2a.ipynb
  - file: references.md
  - file: notation.md
  
  
  
