Global ETD Search

Validation of solar flare forecasting & evolution of magnetic helicity of two active regions

Li, Qin

… two components: (1) Validation of the NJIT flare-forecasting model that was established in recent years is carried out based on the statistical correlation between solar magnetic parameters and flare productivity of active regions (ARs). 378 ARs are examined, comparing observation with …

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Vision transformers vs. convolutional neural networks in solar flare forecasting and the effect of preprocessing on model performances

Martens, F.2024

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Development of advanced algorithms to detect, characterize and forecast solar activities

Yuan, Yuan

Study of the solar activity is an important part of space weather research. It is facing serious challenges because of large data volume, which requires application of state-of-the-art machine learning and computer vision techniques. This dissertation targets at two essential aspects in space …

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