Tutorials and Workflow

DFODE-kit is intended to support a workflow like:

1. Sample states from canonical flames
2. Augment underrepresented thermochemical regions
3. Label with CVODE/Cantera
4. Train a surrogate model
5. Validate in a priori / a posteriori simulations
6. Deploy in DeepFlame / CFD workflows

Existing tutorial assets

The repository already includes notebook-based tutorial material under:

• tutorials/oneD_freely_propagating_flame/
• tutorials/twoD_HIT_flame/

Documentation direction

A future docs iteration can bring notebook tutorials into the published site, but this first MkDocs setup focuses on:

• lightweight Markdown docs,
• repository architecture,
• CLI guidance,
• agent and maintainer workflow documentation.

Practical workflow entry points

For reproducible command-line usage, use the published Markdown docs in this order:

1. Getting Started
2. CLI
3. Canonical Case Initialization
4. Runtime Configuration and Case Execution
5. Data Preparation and Training Workflow

That sequence reflects the currently validated path from case creation to sampled/training-ready datasets.