ORIGINAL RESEARCH
Published on 08 Jun 2023
A selective up-sampling method applied upon unbalanced data for flare prediction: potential to improve model performance
doi 10.3389/fspas.2023.1082694
- 982 views
- 5 citations
- Frontiers in Astronomy and Space Sciences
- Space Physics
- Research Topics
- Artificial Intelligence and Machine Learning for Space Weather and Space Climate
Artificial Intelligence and Machine Learning for Space Weather and Space Climate
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Articles
ORIGINAL RESEARCH
Published on 15 Feb 2023
A machine learning-based model for the next 3-day geomagnetic index (Kp) forecast
doi 10.3389/fspas.2023.1082737
- 14,702 views
- 9 citations
METHODS
Published on 04 Jan 2023
The impact of dimensionality reduction of ion counts distributions on preserving moments, with applications to data compression
doi 10.3389/fspas.2022.1056508
- 2,378 views
ORIGINAL RESEARCH
Published on 10 Nov 2022
Ensemble deep learning models for prediction and uncertainty quantification of ground magnetic perturbation
doi 10.3389/fspas.2022.1031407
- 2,670 views
- 2 citations
ORIGINAL RESEARCH
Published on 28 Oct 2022
Forecasting changes of the magnetic field in the United Kingdom from L1 Lagrange solar wind measurements
doi 10.3389/fphy.2022.1017781
- 1,372 views
- 3 citations
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Frontiers in Astronomy and Space Sciences
Space Physics
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Frontiers in Physics
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- 4.5 citescore