Solar Energetic Particle Event occurrence prediction using Solar Flare Soft X-ray measurements and Machine Learning
J. Space Weather Space Clim., 11 (2021) 59
Published online: 2021-12-24
Articles citing this article
The Citing articles tool gives a list of articles citing the current article.
The citing articles come from EDP Sciences database, as well as other publishers participating in CrossRef Cited-by Linking Program. You can set up your personal account to receive an email alert each time this article is cited by a new article (see the menu on the right-hand side of the abstract page).
Cited article:
This article has been cited by the following article(s):
Extreme Space Weather Events of the Past 30 Years: Preparation for Data From Mission Vigil
Adam Majirský, Šimon Mackovjak, Silvia Kostárová and Samuel AmrichEarth and Space Science 12 (2) (2025)
https://doi.org/10.1029/2024EA003937
An End-to-end Ensemble Machine Learning Approach for Predicting High-impact Solar Energetic Particle Events Using Multimodal Data
Pouya Hosseinzadeh, Soukaina Filali Boubrahimi and Shah Muhammad HamdiThe Astrophysical Journal Supplement Series 277 (2) 34 (2025)
https://doi.org/10.3847/1538-4365/adb1c4
Forecasting solar energetic particles using multi-source data from solar flares, CMEs, and radio bursts with machine learning approaches
Mohammed AbuBakr Ali, Ali G. A. Abdelkawy, Abdelrazek M. K. Shaltout and M. M. BehearyScientific Reports 15 (1) (2025)
https://doi.org/10.1038/s41598-025-92207-1
Multi‐Source Forecast of Solar Cycle Flare Activity Using the Novel Informer‐Based Models
Jie Cao, Tingting Xu, Linhua Deng, Miao Wan, Xinhua Zhao, Yang Peng, Xueliang Zhou, Wenhua Wang, Lidong Huang, Wencheng Wang, Lei Yang and Weihong ZhouSpace Weather 23 (4) (2025)
https://doi.org/10.1029/2024SW004322
Predicting Solar Energetic Particle Events with Time Series Shapelets
Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi and Shah Muhammad HamdiThe Astrophysical Journal 980 (1) 128 (2025)
https://doi.org/10.3847/1538-4357/ada601
Improving Solar Energetic Particle Event Prediction through Multivariate Time Series Data Augmentation
Pouya Hosseinzadeh, Soukaina Filali Boubrahimi and Shah Muhammad HamdiThe Astrophysical Journal Supplement Series 270 (2) 31 (2024)
https://doi.org/10.3847/1538-4365/ad1de0
Precise and Accurate Short-term Forecasting of Solar Energetic Particle Events with Multivariate Time-series Classifiers
Sumanth A. Rotti, Berkay Aydin and Petrus C. MartensThe Astrophysical Journal 974 (2) 188 (2024)
https://doi.org/10.3847/1538-4357/ad6d57
Predicting the Energy Spectra of Solar Energetic Particles with a Machine Learning Regression Algorithm
Jiajun Liu, Zhendi Huang, Jingnan Guo, Yubao Wang and Jiajia LiuThe Astrophysical Journal Letters 975 (2) L43 (2024)
https://doi.org/10.3847/2041-8213/ad8bbc
The Random Hivemind: An ensemble deep learning application to the solar energetic particle prediction problem
Patrick M. O’Keefe, Viacheslav Sadykov, Alexander Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Fraila Francis, Chun-Jie Chong, Paul Kosovich, Aatiya Ali and Russell D. MarroquinAdvances in Space Research 74 (12) 6252 (2024)
https://doi.org/10.1016/j.asr.2024.04.044
Space Weather Effects on Transportation Systems: A Review of Current Understanding and Future Outlook
Dabin Xue, Lingxiao Wu, Tianhe Xu, Cheng‐Lung Wu, Zhipeng Wang and Zhengbing HeSpace Weather 22 (12) (2024)
https://doi.org/10.1029/2024SW004055
Short-term Classification of Strong Solar Energetic Particle Events Using Multivariate Time-series Classifiers
Sumanth A. Rotti, Berkay Aydin and Petrus C. MartensThe Astrophysical Journal 966 (2) 165 (2024)
https://doi.org/10.3847/1538-4357/ad374e
Toward Enhanced Prediction of High‐Impact Solar Energetic Particle Events Using Multimodal Time Series Data Fusion Models
Pouya Hosseinzadeh, Soukaina Filali Boubrahimi and Shah Muhammad HamdiSpace Weather 22 (6) (2024)
https://doi.org/10.1029/2024SW003982
Predicting Solar Proton Events of Solar Cycles 22–24 Using GOES Proton and Soft-X-Ray Flux Features
Aatiya Ali, Viacheslav Sadykov, Alexander Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Egor Illarionov, Patrick M. O’Keefe, Fraila Francis, Chun-Jie Chong, Paul Kosovich and Russell D. MarroquinThe Astrophysical Journal Supplement Series 270 (1) 15 (2024)
https://doi.org/10.3847/1538-4365/ad0a6c
A Real‐Time Prediction System of the Intensity of Solar Energetic Proton Events Based on a Solution of the Diffusion Equation
Y. Zhang, Y. Wang, X. Li and P. B. ZuoSpace Weather 22 (8) (2024)
https://doi.org/10.1029/2023SW003725
Unraveling the Origins of an Extreme Solar Eruptive Event with Hard X-Ray Imaging Spectroscopy
Juliana T. Vievering, Angelos Vourlidas and Säm KruckerThe Astrophysical Journal 972 (1) 48 (2024)
https://doi.org/10.3847/1538-4357/ad57b7
Cultivation of Vitamin C-Rich Vegetables for Space-Radiation Mitigation
Alireza Mortazavi, Helia Yarbaksh, Batool Faegheh Bahaaddini Baigy Zarandi, Reza Yarbakhsh, Fatemeh Ghadimi-Moghaddam, Syed Mohammad Javad Mortazavi, Masoud Haghani, Donya Firoozi and Lembit SihverRadiation 4 (1) 101 (2024)
https://doi.org/10.3390/radiation4010008
Plasma‐Sheet Bubble Identification Using Multivariate Time Series Classification
Xuedong Feng and Jian YangJournal of Geophysical Research: Space Physics 128 (10) (2023)
https://doi.org/10.1029/2023JA031469
Review of Solar Energetic Particle Prediction Models
Kathryn Whitman, Ricky Egeland, Ian G. Richardson, Clayton Allison, Philip Quinn, Janet Barzilla, Irina Kitiashvili, Viacheslav Sadykov, Hazel M. Bain, Mark Dierckxsens, M. Leila Mays, Tilaye Tadesse, Kerry T. Lee, Edward Semones, Janet G. Luhmann, Marlon Núñez, Stephen M. White, Stephen W. Kahler, Alan G. Ling, Don F. Smart, Margaret A. Shea, Valeriy Tenishev, Soukaina F. Boubrahimi, Berkay Aydin, Petrus Martens, et al.Advances in Space Research 72 (12) 5161 (2023)
https://doi.org/10.1016/j.asr.2022.08.006
Interpretable ML-Based Forecasting of CMEs Associated with Flares
Hemapriya Raju and Saurabh DasSolar Physics 298 (8) (2023)
https://doi.org/10.1007/s11207-023-02187-6
The EMERALD Model for the Estimation of the Radial Diffusion Coefficients in the Outer Belt
S. Aminalragia‐Giamini, C. Katsavrias, C. Papadimitriou, I. A. Daglis, A. Nasi, A. Brunet, S. Bourdarie, N. Dahmen and G. BalasisSpace Weather 21 (1) (2023)
https://doi.org/10.1029/2022SW003283
Analysis of SEP Events and Their Possible Precursors Based on the GSEP Catalog
Sumanth Rotti and Petrus C. MartensThe Astrophysical Journal Supplement Series 267 (2) 40 (2023)
https://doi.org/10.3847/1538-4365/acdace
Forecasting solar energetic proton integral fluxes with bi-directional long short-term memory neural networks
Mohamed Nedal, Kamen Kozarev, Nestor Arsenov and Peijin ZhangJournal of Space Weather and Space Climate 13 26 (2023)
https://doi.org/10.1051/swsc/2023026
The Development of Spatial Attention U‐Net for the Recovery of Ionospheric Measurements and Extraction of Ionospheric Parameters
Guan‐Han Huang, Alexei V. Dmitriev, Chia‐Hsien Lin, Yu‐Chi Chang, Mon‐Chai Hsieh, Enkhtuya Tsogtbaatar, Merlin M. Mendoza, Hao‐Wei Hsu, Yu‐Chiang Lin, Lung‐Chih Tsai and Yung‐Hui LiRadio Science 57 (8) (2022)
https://doi.org/10.1029/2022RS007471
The Sun and Space Weather
Nat GopalswamyAtmosphere 13 (11) 1781 (2022)
https://doi.org/10.3390/atmos13111781
Deep Learning Application for Classification of Ionospheric Height Profiles Measured by Radio Occultation Technique
Mon-Chai Hsieh, Guan-Han Huang, Alexei V. Dmitriev and Chia-Hsien LinRemote Sensing 14 (18) 4521 (2022)
https://doi.org/10.3390/rs14184521
Radiation Belt Model Including Semi‐Annual Variation and Solar Driving (Sentinel)
C. Katsavrias, S. Aminalragia‐Giamini, C. Papadimitriou, I. A. Daglis, I. Sandberg and P. JiggensSpace Weather 20 (1) (2022)
https://doi.org/10.1029/2021SW002936
Convolutional Neural Networks for Automated ULF Wave Classification in Swarm Time Series
Alexandra Antonopoulou, Georgios Balasis, Constantinos Papadimitriou, Adamantia Zoe Boutsi, Athanasios Rontogiannis, Konstantinos Koutroumbas, Ioannis A. Daglis and Omiros GiannakisAtmosphere 13 (9) 1488 (2022)
https://doi.org/10.3390/atmos13091488
Forecasting the Geomagnetic Activity Several Days in Advance Using Neural Networks Driven by Solar EUV Imaging
Guillerme Bernoux, Antoine Brunet, Éric Buchlin, Miho Janvier and Angélica SicardJournal of Geophysical Research: Space Physics 127 (10) (2022)
https://doi.org/10.1029/2022JA030868