Getting started

This series of notebooks shows how to run the pipeline to generate a full-cell parameter set valid at a single temperature using GITT data. Before running the notebooks, run the script true_parameters/generate_data.py to generate the synthetic data.

The workflow is divided into the following steps:

1. Fit half-cell OCP data

2. Electrode balancing using full-cell data

3. Fit half-cell kinetic and transport parameters

4. Validate the parameterization against full-cell data

Each step of the workflow performs some analysis and saves the results to JSON or CSV files for use in the subsequent steps. If you would like to skip ahead to a later notebook, you can first run the script true_parameters/run_pipeline.py which runs the complete workflow and saves all of the intermediate results.