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The Hands-on Tutorials on Science Workflows will take place on the final two days of the workshop (January 22–23, 2026). Based on your responses to the tutorial interest form, participants have been organized as equitably as possible into the following three parallel science workflows:

1. Flares and Eruptions
2. Coronal Structures
3. Heliospheric Science

If you did not receive your first choice of topic, please do not be concerned. All Jupyter notebooks from every track will be made available to all participants after the workshop concludes.

What the Workflows Cover

Each session is designed to provide a comprehensive, reproducible scientific experience. The workflows will demonstrate:

• Multi-mission synergy: Integrating data from Solar Orbiter, Aditya-L1, PROBA-3, and other relevant datasets.
• End-to-end analysis: Working through a specific event or dataset from start to finish.
• Ready-to-run Notebooks: Practical Python scripts that can be executed in real time.
• Scientific Problem Solving: A science question paired with a workflow to answer it.

Technical Setup & Requirements

To ensure a smooth experience, please note the following:

• Bring Your Own Laptop: Windows, Ubuntu/Linux, or macOS.
• Environment: Python-based packages via Jupyter Notebook or Google Colab.
• Prerequisites: Please ensure the following are installed before the session:
  • Pandas
  • NumPy
  • Matplotlib
  • SunPy
  • Jupyter Lab / Notebook
• If you encounter any installation issues, volunteers will be available on-site to assist you.

Detailed, mission-specific software tool installation steps will be discussed during the sessions.

Support and Discussion

These sessions are designed to be interactive and informal. Extra time has been built in for:

• General Q&A and troubleshooting
• Instrument-specific side groups and informal discussions.