vsadykov@gsu.edu, Author at SHINE

June 2, 2026 Viacheslav (Slava) Sadykov

A Machine Learning-Ready Dataset of GAMERA-GL CME Simulations for Forward and Inverse Modeling of the Interplanetary Magnetic Field at L1

Authors: Viacheslav Sadykov (Georgia State University), Elena Provornikova (Johns Hopkins Applied Physics Laboratory), Dustin Kempton (Georgia State University), Djalil Sawadogo (Georgia State University), Evangelos PaourisView More

2026 WG2: Interplanetary

2026 Session 03. The Hidden Region of CME Evolution: What Are We Still Missing?2026 Session 09. Understanding Complex CME Interactions as drivers of Extreme Space Weather

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

2025 Session 12. Intertwining Physics-Based Simulations and Machine Learning in Heliophysics: How Can We Do It and Why Do We Need It?2025 Session 15. Modern approaches in particle kinetics: bridging observations reconstructions and simulations throughout the heliosphere

June 28, 2024 vsadykov@gsu.edu

Testing Machine Learning Approach for Identification and Categorization of Ion-Kinetic Instabilities on Hybrid-PIC Simulations

Authors: Viacheslav Sadykov (Physics & Astronomy Department, Georgia State University), Leon Ofman (Department of Physics, Catholic University of America and NASA Goddard Space Flight Center,View More

2024 WG2: Interplanetary

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