_toc.yml

# Table of contents
# Learn more at https://jupyterbook.org/customize/toc.html

format: jb-book
root: intro
parts:
  - caption: Intro
    chapters:
    - file: notebooks/presentation-model-setup.ipynb
    - file: notebooks/L96-description.ipynb
    - file: notebooks/L96-two-scale-description.ipynb
  - caption: Type of Parametrization
    chapters:
    - file: notebooks/estimating-gcm-parameters.ipynb
    - file: notebooks/gcm-parameterization-problem.ipynb
  - caption: Data Assimilation
    chapters:
    - file: notebooks/DA_demo_L96.ipynb
  - caption: Subgrid Patermetrization
    chapters:
    - file: notebooks/Neural_network_for_Lorenz96.ipynb
    - file: notebooks/gradient_decent.ipynb
  - caption: Offline DA Increments
    chapters:
    - file: notebooks/Figure-for-DA.ipynb
    - file: notebooks/DA_demo_repeat.ipynb
    - file: notebooks/Learning-DA-increments.ipynb
  - caption: Different ML Models
    chapters:
    - file: notebooks/random_forest_parameterization.ipynb
  - caption: Interpretability of ML
    chapters:
    - file: notebooks/LRP-L96.ipynb
  - caption: Implementation
    chapters:
    - file: notebooks/Neural-Network-Advection-FwdEuler.ipynb
    - file: notebooks/Neural-Network-Advection.ipynb
  - caption: References
    chapters:
    - file: bibliography.md