3 papers
cs.CV2025
CORONA-Fields: Leveraging Foundation Models for Classification of Solar Wind Phenomena
Daniela Martin, Jinsu Hong, Connor O'Brien +4
Space weather at Earth, driven by the solar activity, poses growing risks to satellites around our planet as well as to critical ground-based technological infrastructure. Major sp…
astro-ph.SR2025
Uncovering Solar Wind Phenomena with iSAX, HDBSCAN, Human-in-the-loop and PSP Observations
Valmir P Moraes Filho, Daniela Martin, Jasmine R. Kobayashi +4
The solar wind is a dynamic plasma outflow that shapes heliospheric conditions and drives space weather. Identifying its large-scale phenomena is crucial, yet the increasing volume…
astro-ph.SR2024
The SynCOM Flow Tracking Challenge
Valmir Moraes Filho, Vadim Uritsy, Barbara Thompson
Understanding solar wind flows is crucial for unraveling the dynamics of the Sun's corona and improving space weather forecasting. However, the complex nature of the solar wind and…