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Waves in the lower solar atmosphere: the dawn of next-generation solar telescopes

Stangalini, Marco; Jess, David B.; Jafarzadeh, Shahin +3 more

Waves and oscillations have been observed in the Sun's atmosphere for over half a century. While such phenomena have readily been observed across the entire electromagnetic spectrum, spanning radio to gamma-ray sources, the underlying role of waves in the supply of energy to the outermost extremities of the Sun's corona has yet to be uncovered. Of…

Machine learning in solar physics

Cheung, Mark C. M.; Asensio Ramos, Andrés; Chifu, Iulia +1 more

The application of machine learning in solar physics has the potential to greatly enhance our understanding of the complex processes that take place in the atmosphere of the Sun. By using techniques such as deep learning, we are now in the position to analyze large amounts of data from solar observations and identify patterns and trends that may n…