Tag: 2025 Session 12. Intertwining Physics-Based Simulations and Machine Learning in Heliophysics: How Can We Do It and Why Do We Need It?

SHINE 2025 session 12

May 31, 2025 lzh@umich.edu

TBD

Authors: Liang Zhao (U. of Michigan), Jackson MacTaggart (U. of Michigan), Catherine Ballard (U. of Michigan), Susan T. Lepri (U. of Michigan), and Henry HanView More

May 31, 2025 Viacheslav Sadykov

Identification of Ion-Kinetic Instabilities in Hybrid-PIC Simulations of Solar Wind Plasma with Machine Learning

Authors: Viacheslav Sadykov (Georgia State University), Leon Ofman (Catholic University of America, NASA Goddard Space Flight Center), Scott Boardsen (University of Maryland Baltimore, NASA GoddardView More

May 30, 2025 ofman@cua.edu

Exploring the Dynamics ff High-Temperature, Anisotropic Proton and Alpha Particle Velocity Distributions in the Solar Wind Plasma, as Observed by The Parker Solar Probe During its Perihelion Passes

Authors: Leon Ofman (CUA/NASA GSFC), Yogesh (CUA/NASA GSFC), Scott A Boardsen (UMBC/NASA GSFC), Lan K Jian (NASA GSFC), Viacheslav M Sadykov (GSU), Parisa Mostafavi (JHU/APL),View More

May 17, 2025 Chunhui Xu

Spatial-Temporal Super-Resolution of SOHO and SDO Observations via Deep Learning

Authors: Chunhui Xu (New Jersey Institute of Technology), Jason T. L. Wang (New Jersey Institute of Technology), Haimin Wang (New Jersey Institute of Technology), YanView More

April 30, 2025 petersen.alicia@ufl.edu

Heliospheric Solar Energetic Particle Transport

Authors: Alicia K Petersen (University of Florida), Nicholas D Furioso (University of Florida) Accurately defining the transport and evolution of solar energetic particle events (SEPs)View More

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