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The UK Met Office’s Coronal Mass Ejection (CME) Ensemble Prediction System
Siegfried Gonzi, D. R. Jackson, F.‐X. Bocquet, V. J. Pizzo, E. Adamson, G. Millward, A. R. Marble, D. Odstrcil and C. N. Arge Space Weather 24(7) (2026) https://doi.org/10.1029/2025SW004657
Solar wind speed estimate with machine learning ensemble models for LISA
A Multi‐Model Ensemble System for the Outer Heliosphere (MMESH): Solar Wind Conditions Near Jupiter
M. J. Rutala, C. M. Jackman, M. J. Owens, C. Tao, A. R. Fogg, S. A. Murray and L. Barnard Journal of Geophysical Research: Space Physics 129(6) (2024) https://doi.org/10.1029/2024JA032613
Yinka Ajiboye, Olakunle L. Ojo, Adeniran S. Afolalu, Ademola T. Morebise, Oladipo E. Abe, Ifeoluwa M. Omoyajowo, Olugbenga Olumodimu, David S. Adeyeye and Oyelami Olawunmi 1 (2024) https://doi.org/10.1109/NIGERCON62786.2024.10927348
Prediction of solar energetic events impacting space weather conditions
Manolis K. Georgoulis, Stephanie L. Yardley, Jordan A. Guerra, Sophie A. Murray, Azim Ahmadzadeh, Anastasios Anastasiadis, Rafal Angryk, Berkay Aydin, Dipankar Banerjee, Graham Barnes, Alessandro Bemporad, Federico Benvenuto, D. Shaun Bloomfield, Monica Bobra, Cristina Campi, Enrico Camporeale, Craig E. DeForest, A. Gordon Emslie, David Falconer, Li Feng, Weiqun Gan, Lucie M. Green, Sabrina Guastavino, Mike Hapgood, Dustin Kempton, et al. Advances in Space Research (2024) https://doi.org/10.1016/j.asr.2024.02.030
Radio-astronomical monitoring of active regions in the microwave range in the service of forecasting solar flares
Elena Popova, Dmitrijs Bezrukovs, Vladislavs Bezrukovs, Yana Suchikova and Anatoli I. Popov Modern Physics Letters A 39(15) (2024) https://doi.org/10.1142/S021773232450069X
Short-term solar eruptive activity prediction models based on machine learning approaches: A review
Xin Huang, Zhongrui Zhao, Yufeng Zhong, Long Xu, Marianna B. Korsós and R. Erdélyi Science China Earth Sciences 67(12) 3727 (2024) https://doi.org/10.1007/s11430-023-1375-2
A review of the applications of ensemble forecasting in fields other than meteorology
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data
Zeyu Sun, Monica G. Bobra, Xiantong Wang, Yu Wang, Hu Sun, Tamas Gombosi, Yang Chen and Alfred Hero The Astrophysical Journal 931(2) 163 (2022) https://doi.org/10.3847/1538-4357/ac64a6
Incorporating polar field data for improved solar flare prediction
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan and Rafal A. Angryk The Astrophysical Journal Supplement Series 254(2) 23 (2021) https://doi.org/10.3847/1538-4365/abec88