Research Projects

ML models I have built. Each page offers a deep, but accessible dive into the projects. For a more rigorous understanding, please review the accompanying publications.

2026

LEAP

Transformer-based magnetic field prediction at Jupiter's moon Europa

2025

VIPER

MLP daily prediction of vertical plasma drift in Earth's ionosphere

2023

APE

XGBoost ensemble prediction of equatorial plasma bubbles. Wiley Top Viewed Paper 2023.