[epic] Add domain-specific tutorials: showcase use of AutoEmulate in end-to-end pipelines

[aranas]

Objective

Demonstrate the value of the AutoEmulate software package by showcasing its cross-disciplinary applicability through a series of domain-specific tutorials. These tutorials will highlight integration of AutoEmulate into end-to-end pipelines, providing clear examples of how the package can be leveraged in various fields.

Scope

The tutorials will:

• Utilize standard simulators and datasets relevant to each domain.
• Showcase an end-to-end pipeline, including:
  • Data loading
    • Simulation
    • Emulation
    • Insight generation
    • Highlight the benefits of emulation:
    • resource efficiency (e.g., comparing resources between traditional simulation and emulation).

Planned Tutorials

• [ ] Cardiac Model Parameter Exploration: Emulation-Driven Sensitivity Analysis
• [ ] Natural environment example
• [ ] Shipping example

[mastoffel]

@all-contributors please add @aranas for content, doc, projectManagement

[allcontributors[bot]]

@mastoffel

I've put up a pull request to add @aranas! :tada: