17 citations · 37 across the 6 of their papers we have counts for
6 papers
Review of Machine Learning Models for Solar Energetic Particle Prediction
Spiridon Kasapis, Pouya Hosseinzadeh, Kathryn Whitman +73
Solar energetic particle (SEP) events have attracted increasing attention due to their significant radiation hazards for aviation, spacecraft electronics, and human missions beyond…
Precise and Accurate Short-term Forecasting of Solar Energetic Particle Events with Multivariate Time Series Classifiers
Sumanth A. Rotti, Berkay Aydin, Petrus C. Martens
Solar energetic particle (SEP) events are one of the most crucial aspects of space weather that require continuous monitoring and forecasting using robust methods. We demonstrate a…
Short-term Classification of Strong Solar Energetic Particle Events using Multivariate Time Series Classifiers
Sumanth A. Rotti, Berkay Aydin, Petrus C. Martens
Solar energetic particle (SEP) events are one of the most crucial aspects of space weather that require continuous monitoring and forecasting. Their prediction depends on various f…
Analysis of SEP events and their possible precursors based on the GSEP Catalog
Sumanth A. Rotti, Petrus C. Martens
Solar energetic particle (SEP) events are one of the most crucial aspects of space weather. Their prediction depends on various factors including the source solar eruptions such as…
Integrated Geostationary Solar Energetic Particle Events Catalog: GSEP
Sumanth Rotti, Berkay Aydin, Manolis K. Georgoulis +1
We present a catalog of solar energetic particle (SEP) events covering solar cycles 22, 23 and 24. We correlate and integrate three existing catalogs based on Geostationary Operati…
A Catalog of Solar Flare Events Observed by the SOHO/EIT
Sumanth A. Rotti, Petrus C. H. Martens, Berkay Aydin
We have compiled a catalog of solar flares as observed by the Extreme ultraviolet Imaging Telescope (EIT) aboard the Solar and Heliospheric Observatory (SOHO) spacecraft and the GO…