research
Core research directions across data-driven heliophysics, particle acceleration, and collisionless shock dynamics.
Statistical Modeling & ML/AI
Developing interpretable statistical and ML workflows for plasma-region classification, outlier detection, and mission-scale analysis of multi-spacecraft observations.
Particle Energization
Connecting shock structure, transient compressions, and multi-scale plasma dynamics to particle acceleration from Earth's foreshock to Jupiter and astrophysical systems.
Collisionless Shocks & Transient Processes
Characterizing foreshock structures, shock reformation, magnetosheath jets, and transient processes that mediate momentum and energy transfer in collisionless plasmas.
More work
Additional publications, talks, and research-adjacent projects
A broader record of papers, invited talks, conference presentations, and community-facing projects is available through the publication, presentation, and side-project pages.