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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…
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…
SynCOM: An Empirical Model for High-Resolution Simulations of Transient Solar Wind Flows
Valmir P. Moraes Filho, Vadim M. Uritsky, Barbara J. Thompson +2
The Synthetic Corona Outflow Model (SynCOM), an empirical model, simulates the solar corona's dynamics to match high-resolution observations, providing a useful resource for testin…