Aiming to assess the progress and current challenges on the formidable problem of the
prediction of solar energetic events since the COSPAR/International Living With a Star …

We present a case study of solar flare forecasting by means of metadata feature time series,
by treating it as a prominent class-imbalance and temporally coherent problem. Taking full …

It is a challenging problem to obtain observational evidence of the turbulent component of
solar dynamo operating in the convective zone because the dynamo action is hidden below …

A large sample of active-region-targeted time-series images from the Solar Dynamics
Observatory/Atmospheric Imaging Assembly (AIA), the AIA Active Region Patch database …

Solar flares emanate from solar active regions hosting complex and strong bipolar magnetic
fluxes. Estimating the probability of an active region to flare and defining reliable precursors …

Time-series forecasting is crucial in the efficient operation and decision-making processes of
various industrial systems. Accurately predicting future trends is essential for optimizing …

The Space-Weather ANalytics for Solar Flares (SWAN-SF) is a multivariate time series
benchmark dataset recently created to serve the heliophysics community as a testbed for …

Solar eruptive activities, mainly including solar flares, coronal mass ejections (CME), and
solar proton events (SPE), have an important impact on space weather and our …

Eruption of solar flares is a complex nonlinear process, and the rays and high-energy
particles generated by such an eruption are detrimental to the reliability of space-based or …

Solar flares, often accompanied by coronal mass ejections and other solar phenomena, are
one of the most important sources affecting space weather. It is important to investigate the …