Create Marimo notebook for 2D imaging tutorial

[KedoKudo]

Parent Epic

Part of #172 (2D Resonance Imaging)

Description

Create interactive Marimo notebook demonstrating 2D resonance imaging workflow.

Why Marimo?

• Broader accessibility (discussed in team meeting)
• Better interactivity than Jupyter
• Can be shared with LANL users easily
• Reproducible execution

Notebook Content

1. Introduction

• What is 2D resonance imaging?
• PLEIADES capabilities overview

2. Data Loading

• Loading from IPTS/run
• Loading from file
• Data visualization

3. Basic Analysis

• Single pixel fitting example
• Understanding results

4. Full Image Analysis

• Using analyze_imaging() API
• Progress monitoring
• Result visualization

5. Handling Noisy Data

• Assessing data quality
• Choosing recovery method
• Applying recovery

6. Advanced Topics

• ROI selection
• Parallel execution tuning
• Checkpointing

Tasks

• Set up Marimo in development environment
• Create notebook structure
• Add interactive widgets for parameters
• Include example data or synthetic demo
• Test on LANL systems
• Get feedback from potential users

Assignee

Jean (LANL)