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5 articles related to "Flare Prediction"

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Articles

Original Research

Published on 22 Nov 2022

Solar flare catalog based on SDO/AIA EUV images: Composition and correlation with GOES/XRS X-ray flare magnitudes

in Stellar and Solar Physics

Kiera van der Sande
Natasha Flyer
Thomas E. Berger
Riana Gagnon

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.1031211

5,220 views
10 citations

Original Research

Published on 21 Dec 2022

Incorporating polar field data for improved solar flare prediction

in Stellar and Solar Physics

Mehmet Aktukmak
Zeyu Sun
Monica Bobra
Tamas Gombosi
Ward B. Manchester IV
Yang Chen
Alfred Hero

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.1040107

2,687 views
5 citations

Methods

Published on 12 Aug 2022

Towards coupling full-disk and active region-based flare prediction for operational space weather forecasting

in Space Physics

Chetraj Pandey
Anli Ji
Rafal A. Angryk
Manolis K. Georgoulis
Berkay Aydin

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.897301

3,532 views
34 citations

Original Research

Published on 08 Jun 2023

A selective up-sampling method applied upon unbalanced data for flare prediction: potential to improve model performance

in Space Physics

Siwei Liu
Jingjing Wang
Ming Li
Yanmei Cui
Juan Guo
Yurong Shi
Bingxian Luo
Siqing Liu

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1082694

2,207 views
9 citations

Editorial

Published on 20 Mar 2023

Editorial: Machine learning and statistical methods for solar flare prediction

in Stellar and Solar Physics

Yang Chen
Shane Maloney
Enrico Camporeale
Xin Huang
Zhenjun Zhou

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1121615

4,335 views
6 citations