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Characteristic Features of Solar Cosmic Rays in the 21st–24th Solar-Activity Cycles According to Data from Catalogs of Solar Proton Events

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Geomagnetism and Aeronomy 61 (1) 6 (2021)
https://doi.org/10.1134/S0016793221010023

Relations among eruptive prominence properties, flare evolution and CME kinematics in large solar energetic particle events

K. Koleva, M. Dechev and P. Duchlev
Journal of Atmospheric and Solar-Terrestrial Physics 212 105464 (2021)
https://doi.org/10.1016/j.jastp.2020.105464

Solar Energetic Particle Event occurrence prediction using Solar Flare Soft X-ray measurements and Machine Learning

Sigiava Aminalragia-Giamini, Savvas Raptis, Anastasios Anastasiadis, et al.
Journal of Space Weather and Space Climate 11 59 (2021)
https://doi.org/10.1051/swsc/2021043

Analysis of the Properties of SEP Events and Their Solar Sources Taking Into Account of the Magneto-Morphological Classification of Active Regions

L. K. Kashapova, A. V. Zhukova, R. Miteva, et al.
Geomagnetism and Aeronomy 61 (7) 1022 (2021)
https://doi.org/10.1134/S0016793221070082

The unusual widespread solar energetic particle event on 2013 August 19

L. Rodríguez-García, R. Gómez-Herrero, I. Zouganelis, et al.
Astronomy & Astrophysics 653 A137 (2021)
https://doi.org/10.1051/0004-6361/202039960

Propagating Conditions and the Time of ICME Arrival: A Comparison of the Effective Acceleration Model with ENLIL and DBEM Models

Evangelos Paouris, Jaša Čalogović, Mateja Dumbović, et al.
Solar Physics 296 (1) (2021)
https://doi.org/10.1007/s11207-020-01747-4

Assessing the Predictability of Solar Energetic Particles with the Use of Machine Learning Techniques

E. Lavasa, G. Giannopoulos, A. Papaioannou, et al.
Solar Physics 296 (7) (2021)
https://doi.org/10.1007/s11207-021-01837-x

Radio Astronomical Tools for the Study of Solar Energetic Particles I. Correlations and Diagnostics of Impulsive Acceleration and Particle Propagation

Karl-Ludwig Klein
Frontiers in Astronomy and Space Sciences 7 (2021)
https://doi.org/10.3389/fspas.2020.580436

Open Issues in Statistical Forecasting of Solar Proton Events: A Machine Learning Perspective

Mirko Stumpo, Simone Benella, Monica Laurenza, Tommaso Alberti, Giuseppe Consolini and Maria Federica Marcucci
Space Weather 19 (10) (2021)
https://doi.org/10.1029/2021SW002794