LEAP — Europa magnetic field visualization
An interactive 3D web application for visualizing magnetic field predictions around Europa, built around a transformer model trained on Clipper-relevant magnetometer data.
Overview
[One- or two-paragraph overview: what LEAP does, who it's for, what makes it useful. Replace placeholder.]
Motivation
[Why this tool exists — the science question, the gap, what mission planners or scientists actually need.]
[A one-sentence punchline about the impact you want readers to remember.]
Architecture
[High-level system diagram description.]
Model
[Transformer architecture, training data, loss, evaluation.]
Backend
[Flask service that exposes the model + caching strategy.]
Frontend
[React + Three.js: scene composition, controls, real-time updates.]
Results
[Headline numbers, comparison to baselines, one or two figures referenced.]
What's next
[Planned features, open questions, collaboration opportunities.]