Design Optimization
===================

This example demonstrates how to use ionworkspipeline for battery design optimization.
Unlike traditional parameter fitting, design optimization optimizes design parameters
to achieve specific performance targets (e.g., maximizing energy density).

Key concepts demonstrated:

- Setting up optimization parameters with bounds
- Defining operating conditions (experiment protocol)
- Creating design variables and metrics
- Running design optimization

.. literalinclude:: design_optimization.py
   :language: python
   :caption: Complete Design Optimization Example