papers
Publications (3)
astro-ph.IM2022
Heliophysics Discovery Tools for the 21st Century: Data Science and Machine Learning Structures and Recommendations for 2020-2050
R. M. McGranaghan, B. Thompson, E. Camporeale +14
Three main points: 1. Data Science (DS) will be increasingly important to heliophysics; 2. Methods of heliophysics science discovery will continually evolve, requiring the use of l…
astro-ph.IM2022
Artificial Intelligence to Enhance Mission Science Output for In-situ Observations: Dealing with the Sparse Data Challenge
M. I. Sitnov, G. K. Stephens, V. G. Merkin +8
In the Earth's magnetosphere, there are fewer than a dozen dedicated probes beyond low-Earth orbit making in-situ observations at any given time. As a result, we poorly understand…
physics.space-ph2017
Dawn-dusk asymmetries in the coupled solar wind-magnetosphere-ionosphere system: a review
A. P. Walsh, S. Haaland, C. Forsyth +8
Dawn-dusk asymmetries are ubiquitous features of the coupled solar-wind-magnetosphere-ionosphere system. During the last decades, increasing availability of satellite and ground-ba…